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Methodology of Selection, Setting and Analysis of Anti-Islanding
       Protection For Distribution Generation System




                             Kenny SAMAROO




       Submitted in partial fulfillment of the requirements for Bachelor of
                     Engineering (Electrical Engineering)




                                                                      Electrical Engineering
                                                                      Faculty of Technology
                                                                       University of Guyana
                                                                            August 24, 2012
Methodology of Selection, Setting and Analysis of Anti-Islanding
       Protection For Distribution Generation System


                                  By

                          Kenny O. Samaroo

                         Under the guidance of

                           Dhanraj Bachai




                  Department of Electrical Engineering

                         University Of Guyana

                             August, 2012

                      © Kenny O. Samaroo 2012




                                                           2|Page
ABSTRACT

With the daily increasing demand for power, and need for alternative power generation
technologies, such as, fuel cell, wind & water turbine and photovoltaic systems, customer
demands for better power quality and reliability are forcing the power companies to move
towards distributed generations (DG).

Islanding occurs when a portion of the distribution system becomes electrically isolated from the
remainder of the power system yet continues to be energized by distribution system. It is
important when using DG in an interconnected system that the power distributed system is
capable of detecting an unintentional islanding condition.

Current IEEE interconnection standards (IEEE 1547) mandate that control and protection
measures should be in place to lessen the probability of an unintentional island, and to minimize
the duration of an islanding condition, if one should occur. Typically, a distributed generator
should be disconnected within 100 to 300 ms after loss of main supply [1]. To achieve this each
distributed generator must be equipped with an islanding detection device or anti islanding
devices, such as, vector shift relay and ROCOF relay.

This project seeks to explore the various methods of selecting, setting and analysis of anti-
islanding protection devices (relays) for distribution generation system.




                                                                                         3|Page
Table of Contents

ABSTRACT.................................................................................................................................................. 3
List Of Tables ............................................................................................................................................... 5
List Of Figures .............................................................................................................................................. 6
ACKNOWLEDGEMENT ............................................................................................................................ 9
INTRODUCTION ...................................................................................................................................... 10
   Background ............................................................................................................................................. 10
   Statement Of The Problem...................................................................................................................... 12
SCOPE OF WORK ..................................................................................................................................... 14
   Overview ................................................................................................................................................. 14
   Literature Review.................................................................................................................................... 15
       Rationale for anti-islanding protection: .............................................................................................. 15
       Remote Islanding Detection Techniques ............................................................................................ 16
       Local Detection Techniques................................................................................................................ 17
METHODS/DESIGN APPROACH ........................................................................................................... 26
   Detection of Islanded Power Systems ..................................................................................................... 26
   Network Studied ..................................................................................................................................... 27
   Simulation model .................................................................................................................................... 30
   Conditions for Islanding ......................................................................................................................... 31
   Model Description .................................................................................................................................. 33
SIMULATION RESULTS ......................................................................................................................... 46
   Normal Conditions .................................................................................................................................. 46
   Islanded Condition .................................................................................................................................. 52
       Scenario 1: Formation of a Major Island (Loss of Grid) ................................................................... 52
       Scenario 2: Formation of a Minor Island. .......................................................................................... 62
CONCLUSION ........................................................................................................................................... 70
RECOMMENATION ................................................................................................................................. 71
BIBLIOGRAPHY ....................................................................................................................................... 72




                                                                                                                                               4|Page
List Of Tables
Tables

   1. Steady state parameters for the Synchronous Machines used in the model, under normal
         operating conditions.
   2. Combine results for Relay Protection Blocks 1 and 2 for a major islanded condition.
   3. Results obtained for Relay Protection Block 2 for a minor islanded condition.




                                                                                      5|Page
List Of Figures
Figures



   1. Power system with centralized generation
   2. Decentralized power system with DG interconnected
   3. Utility Network before and after islanding has occurred.
   4. Islanding detection techniques
   5. Equivalent Circuit of Synchronous Generator equipped with ROCOF Relay operating
      parallel with Utility [4,6]
   6. Equivalent circuit of Synchronous Generator equipped with Vector Surge Relay
      operating parallel with Utility [4,6]
   7. Internal and terminal voltage phasors (a) before opening with CB (b) after opening with
      CB.
   8. Voltage Vector Surge
   9. One line diagram for the Versailles/Lenora portion of GPL’s DIS.
   10. Modified Equivalent One Line Network Diagram
   11. Matlab/Simulink model of Versailles and Lenora.
   12. Distinction between Major and Minor Island and Conditions for Islanding in the Network
      Studied
   13. Simulink model of a Synchronous Machine
   14. Simulink model of a three phase transformer and its equivalent circuit.
   15. Simulink model of a three phase source.
   16. Simulink model of a three phase breaker.
   17. Simulink model of a three phase parallel RLC load.
   18. Simulink model of a root mean square (rms) calculation block.
   19. Simulink model of a three phase voltage-current measurement block.
   20. Simulink model of display block.
   21. Simulink model of an oscilloscope (scope).
   22. Simulink model for the protection sub-system.
   23. Relays found inside the protection sub-system block

                                                                                     6|Page
24. (a) Simulink model of Under/Over Current Relay model.
     (b) Simulink model of Under/Over Voltage Relay model.
     (c) Simulink model of Under/Over Frequency Relay model.
     (d) Simulink model of The Rate of Change of Frequency Relay (ROCOF)

     (e) Simulink model of a Vector Shift Relay.
25. (a) Simulation result of Synchronous Machine One (SM1).

     (b) Simulation result of Synchronous Machine Two (SM2).

     (c) Simulation result of Synchronous Machine Three (SM3).

26. (a) Simulation result for 3 phase voltages and currents at bus 1 and bus 2.

     (b) Expanded view of the 3 phase voltages and currents at bus 1 and bus 2.

 27. (a) Simulation result for the 3 phase rms voltages at bus 1&2.

     (b) Simulation result for the 3 phase rms currents at bus 1&2.

28. Simulation result of the rate of change of frequency and frequency for bus 1 and bus 2.

29. (a) Simulation result for Synchronous Machine One (SM1) for a major islanded
     condition.

     (b) Simulation result for Synchronous Machine One (SM2) for major islanded condition.

     (c) Simulation result for Synchronous Machine One (SM3) for major islanded condition.

30. (a) Simulation result for the 3 phase rms currents at bus 1&2 for major islanded
     condition.

     (b) Simulation result for the 3 phase rms voltages at bus 1&2 for a major islanded
     condition.

31. Simulation result for the 3 phase voltages and current at bus 1&2 for a major islanded
     condition.



                                                                                       7|Page
32. Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2
   during a major islanded condition.

33. (a) Results obtained from the protection block at bus 1 for a major islanded condition.

    (b) Results obtained from the protection block at bus 2 for a major islanded condition.

34. (a) Graph showing comparison of the relays detection time at bus 1.

    (b) Graph showing comparison of the relays detection time at bus 2.

35. (a) Simulation result for Synchronous Machine One (SM1) for minor islanded condition.

    (b) Simulation result for Synchronous Machine One (SM2) for minor islanded condition.

    (c) Simulation result for Synchronous Machine One (SM3) for minor islanded
   condition.

36. (a) Simulation result for the 3 phase rms currents at bus 1&2 for minor islanded
   condition.

    (b) Simulation result for the 3 phase rms voltages at bus 1&2 for a minor islanded
   condition.

37. Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2
   during a major islanded condition.

38. (a) Results obtained from the protection block at bus 1 for a minor islanded condition.

    (b) Results obtained from the protection block at bus 2 for a minor islanded condition.

39. Graph showing comparison of the relays detection time at bus 2.




                                                                                    8|Page
ACKNOWLEDGEMENT

I would like to thank the University of Guyana’s Faculty of Technology which provided me the
opportunity to conduct this study. In particular, my supervisor, Dhanraj Bachai, whose
knowledge and guidance played a key role in the success of this work.
I would also like to thank Mr Blackman who provided me with the relevant information needed
to help make this project a success. Also I would like to thank all my class mates for all the
thoughtful and mind stimulating discussions we had, which prompted us to think beyond the
obvious.
Finally I cannot end without thanking my family and more so my wife ‘Priea Samaroo’, on
whose encouragement, support, and advice, I have relied on throughout my studies.




                                                                                         9|Page
INTRODUCTION
Background


Electric power industries were traditionally designed with the power distribution system
assuming the primary substation being the sole source of power generation (as shown in Figure
1).




                       Figure 1: Power system with centralized generation.


With the introduction of Distributed Generation (DG) this assumption changes, that is, power
source/s (DG) are placed within the power distribution system at points where support for active
and reactive power is required after a load flow study is carried out (as shown in Figure 2).




                 Figure 2: Decentralized power system with DG interconnected.



                                                                                        10 | P a g e
Generating power on-site, rather than centrally, reduces cost of transmission, complexity, and
inefficiencies associated with transmission and distribution.
Recently there has been significant increase in the utilization of interconnected DG. The
increasing incursion of DG was driven by improving cost and performance of both old-line and
new technologies, and by customers and third parties seeking to reduce costs, increase local
control of the energy resource, and increasing awareness of the important role of power system
reliability [1].
Distribution generation generally applies to relatively small generating units at or near consumer
site/s to meet specific consumer needs, to support economic operation of the existing distribution
grid, or both. Reliability of service and power quality is enhanced by the proximity to the
consumer and efficiency is often increased.
While central power systems remain crucial to the local utility, their flexibility is limited. Large
power generation facilities are very expensive and require immense transmission and distribution
network to transmit the power. DG compliments central power by providing a relatively low
capital cost in response to incremental increase in power demand while avoiding transmission
and distribution capacity upgrades by placing power source/s within the already existing
grid/network where it is most needed and by having flexibility to send power back into the grid
when needed [2].

Some of the main technologies used in DG are photovoltaic system, wind power, fuel cells,
microturbines and diesel generators. Each technology has limitation in their application and
operation that makes them more or less suitable to meet the various aim of installing DG.




                                                                                         11 | P a g e
Statement Of The Problem


DG possesses inherent advantages, conversely it’s not without disadvantages. As a result, DG
interconnection results in operating situation which does not occur in centralized power systems.
These operating situation present unique engineering challenges to DG interconnection.

This project deals with this particular operating situation that occurs at the interconnection or
Point of Common Coupling (PCC) between DG plant and the rest of the power system in the
event of a faulted condition, a situation hereafter refer to as Islanding.

One of the new technical issues created by DG interconnection is unintentional islanding.
Islanding occurs when a portion of the distribution system becomes electrically isolated from
the remainder of the power system, yet continues to be energized by DG connected to the
isolated subsystem (shown in Figure 3).

 The island is an unregulated power system. Its behavior is unpredictable due to the
 power mismatch between the load and generation and the lack of voltage and frequency
 control. The main concerns associated with such islanded systems are: [21]


      The voltage and frequency provided to the customers in the islanded system can vary
       significantly if the distributed generators do not provide regulation of voltage and
       frequency and do not have protective relaying to limit voltage and frequency excursions,
       since the supply utility is no longer controlling the voltage and frequency, creating the
       possibility of damage to customer equipment in a situation over which the utility has no
       control. Utility and DG owners could be found liable for the consequences.


      Islanding may create a hazard for utility line-workers or the public by causing a line to
       remain energized that may be assumed to be disconnected from all energy sources.


      The distributed generators in the island could be damaged when the island is
       reconnected to the supply system. This is because the generators are likely not in
       synchronism with the system at the instant of reconnection. Such out-of-phase reclosing


                                                                                         12 | P a g e
can inject a large current to the generators. It may also result in re-tripping in the supply
       system. [21]


      Islanding may interfere with the manual or automatic restoration of normal service for
       the neighboring customers. [21]


It can be desirable to permit such islanded operation to increase customer reliability, and this is
often done where the DG provides backup power to the facility where it is installed. However,
considerable engineering effort, control functionality, and communications infrastructure are
necessary to make intentional islanding viable where the island includes a portion of primary
system and other loads. Even greater requirements are necessary to coordinate the operation of
more than one DG in an island. In general, if provision has not been made for islanded operation
beyond the local facility load, any unintentional islands which do occur are undesired.


Typically, according to IEEE 1547 a DG should be disconnected within 100 to 300 ms after loss
of main supply [1]. Hence there’s need to quickly detect and eliminate unintentional DG
supported islands in the event of a faulted condition. Ideally, the fault should be detected by the
DG protection system and the DG tripped before the formation of an island. To achieve this each
distributed generator must be equipped with an islanding detection device or anti islanding
devices, such as, vector shift relay and ROCOF relay [4] [5].




                       Before                                                         After




                Figure 3: Utility Network before and after islanding has occurred.

                                                                                          13 | P a g e
SCOPE OF WORK

Overview
This project will involve examining the national utility (GPL) network (single line diagrams) to
identify potential unintentional islanding conditions, subsequently an equivalent of all the
portions of the network with potential for islanding will be produced (in the form of a single line
diagram). This equivalent single line diagram of the network containing the island/s will then be
used to develop a Matlab/Simulink model. The model will contain anti islanding relays, such as,
rate of change of frequency (ROCOF), vector surge, over/under voltage relays, over/under
current relays and over/under frequency relays based on the principal governing their operation.

The model will be simulated under a predefined or intentional islanding condition, so as to
evaluate and determine the performance of these relays for the purpose of assisting electrical
protection engineers in selecting the most appropriate protective devices and their corresponding
settings for DG systems.




                                                                                        14 | P a g e
Literature Review

      Rationale for anti-islanding protection:

      Anti-islanding capability is an important requirement for distributed generators. It refers to the
      capability of a distributed generator to detect if it operates in an islanded system and to
      disconnect itself from the system in a timely fashion. Failure to trip islanded generators can lead
      to a number of problems for the generator and the connected loads. The current industry practice
      is to disconnect all distributed generators immediately after the occurrence of islands.
      The main philosophy of detecting an islanding situation is to monitor the DG output parameters
      and system parameters, and based on system requirements whether or not an islanding situation
      has occurred from change in these parameters. Islanding detection techniques can be divided into
      remote and local techniques and local techniques can further be divided into passive, active and
      hybrid techniques as shown in Figure 4 [5].




                                                      Islanding
                                                      Detection




              Remote                                                                      Local
             Technique                                                                  Technique




Power Line
                     Transfer Trip         Passive                                                    Active                            Hybrid
 Signaling
                       Scheme             Technique                                                 Technique                         Technique
  Scheme



                                                                                                                              Positive
                                                                     Rate of Change   Reactive Power                                          Voltage and
       Voltage/Current          Rate of Change        Vector Surge                                        Phase/Frequency   Feedback and
                                                                       of Output       Export Error                                          Reactive Power
         Unballance              of Frequency          Detection                                            Shift Method       Voltage
                                                                         Power          Detection                                                 Shift
                                                                                                                             Imballance



Under/Over           Under/Over
 Voltage               Current




                                           Figure 4: Islanding detection techniques.




                                                                                                                                15 | P a g e
Remote Islanding Detection Techniques


Remote islanding detection techniques are based on communication between utilities and DGs.
Although these techniques may have better reliability than local techniques, they are expensive
to implement and hence uneconomical .Some of the remote islanding detection techniques are as
follows:

   a) Power line signaling scheme

These methods use the power line as a carrier of signals to transmit islanded or non-islanded
information on the power lines. The apparatus includes a signal generator at the substation that is
coupled into the network where it continually broadcasts a signal. Each DG is then equipped
with a signal detector to receive this transmitted signal. Under normal operating conditions, the
signal is received by the DG and the system remains connected. However, if an island state
occurs, the transmitted signal is cut off because of the substation breaker opening and the signal
cannot be received by the DG, hence indicating an island condition [4] [5].

This method has the advantages of its simplicity of control and its reliability. However there are
also several significant disadvantages to this method, the fist being the practical implementation.
To connect the device to a substation, a high voltage to low voltage coupling transformer is
required. A transformer of this voltage capacity can be very expensive.

Another problem for power line communication is the complexity of the network and the
affected networks. A perfectly radial network with one connecting breaker is a simple example
of island signaling; however, more complex systems with multiple utility feeders may find that
differentiation between upstream breakers difficult [5].

   b) Transfer trip scheme:

The basic idea of transfer trip scheme is to monitor the status of all the circuit breakers and
reclosers that could island a distribution system. Supervisory Control and Data Acquisition
(SCADA) systems can be used for that. When a disconnection is detected at the substation, the
transfer trip system determines which areas are islanded and sends the appropriate signal to the

                                                                                          16 | P a g e
DGs, to either remain in operation, or to discontinue operation. Transfer trip has the distinct
advantage similar to Power Line Carrier Signal that it is a very simple concept. With a radial
topology that has few DG sources and a limited number of breakers, the system state can be sent
to the DG directly from each monitoring point [5] [6].

The weaknesses of the transfer trip system are better related to larger system complexity cost and
control. As a system grows in complexity, the transfer trip scheme may also become obsolete,
and need relocation or updating. The other weakness of this system is control. As the substation
gains control of the DG, the DG may lose control over power producing capability. If the transfer
trip method is implemented correctly in a simple network, there are no non-detection zones of
operation.




Local Detection Techniques


It is based on the measurement of system parameters at the DG site, like voltage, frequency, etc.
It is further divided into passive, active and hybrid detection technique.

        1. Passive detection techniques

Passive methods work on measuring system parameters such as variations in voltage, frequency,
harmonic distortion, etc. These parameters vary greatly when the system is islanded.
Differentiation between an islanding and grid connected condition is based upon the thresholds
set for these parameters. Special care should be taken while setting the threshold value so as to
differentiate islanding from other disturbances in the system. Passive techniques are fast and they
don’t introduce disturbance in the system but they have a large non detectable zone (NDZ) where
they fail to detect the islanding condition [4] [5].

There are various passive islanding detection techniques and some of them are as follows:

    a) Rate of change of output power

                                      𝑑𝑝
                                       𝑑𝑡
The rate of change of output power,         , at the DG side, once it is islanded, will be much greater

than that of the rate of change of output power before the DG is islanded for the same rate of

                                                                                             17 | P a g e
load change[7]. It has been found that this method is much more effective when the distribution
system with DG has unbalanced load rather than balanced load. [5] [8]

    b) Rate of change of frequency

                                             𝑑𝑓
                                              𝑑𝑡
The rate of change of frequency,                   , will be very high when the DG is islanded. The rate of

change of frequency (ROCOF) can be given by [9]

                         =         ∗ 𝑓
                    𝑑𝑓       ∆𝑝
                    𝑑𝑡       2𝐻𝐺
ROCOF:

Where ∆𝑝 is the power mismatch at the DG side.

H is the moment of inertia for the DG/system.

G is the rated generation capacity of the DG/system.


            𝑑𝑓
Large systems have large H and G where as small systems have small H and G giving larger

            𝑑𝑡
value for        ROCOF relay monitors the voltage waveform and will operate if ROCOF is

higher than setting for certain duration of time. The setting has to be chosen in such a way that
the relay will trigger for island condition but not for load changes. This method is highly
reliable when there is large mismatch in power but it fails to operate if DG’s capacity matches
with its local loads [5].




     Figure 5: Equivalent Circuit of Synchronous Generator equipped with ROCOF Relay
                                         operating parallel with Utility [4,6].

                                                                                                     18 | P a g e
Figure 5 presents an equivalent circuit of a synchronous generator equipped with a ROCOF
relay operating in parallel with a distribution network. In this figure, a synchronous generator
(SG) feeds a load (L). The difference between the electrical powers PSG supplied by the
generator and PL consumed by the load is provided (or consumed) by the main grid.
Therefore, the system frequency remains constant. If the circuit breaker (CB) opens, due to a
fault for example, the system composed by the generator and the load becomes islanded.
In this case, there is an electrical power imbalance due to the lost grid power PSYS This power
imbalance causes transients in the islanded system and the system frequency starts to vary
dynamically. Such system behavior can be used to detect an islanding condition. However, if
the power imbalance in the islanded system is small, then the frequency will change slowly.
Thus, the rate of change of frequency can be used to accelerate the islanding detection for this
situation. [4, 5] The rate of change of frequency is calculated considering a measure window
over a few cycles, usually between 2 and 50 cycles.
This signal is processed by filters and then the resulting signal is used to detect islanding. If the
value of the rate of change of frequency is higher than a threshold value, a trip signal is
immediately sent to the generator CB. Typical ROCOF settings installed in 60-Hz systems are
between 0.10and 1.20 Hz/s. Another important characteristic available in these relays is a block
function by minimum terminal voltage. If the terminal voltage drops below an adjustable level
Vmin , the trip signal from the ROCOF relay is blocked. This is to avoid, for example, the
actuation of the ROCOF relay during generators start-up or short circuits. [5]


   c) Vector Shift Detection


Vector Shift relay measures the change of phase angle of the voltage waveform to a known
reference waveform. When an island state occurs, there can be an immediate phase shift by the
DG to accommodate the change in power requirements. Once again, a threshold is set at the
maximum phase jump allowed and if the DG system exceeds that threshold, the relay is
triggered. [22]

A synchronous generator equipped with a VS relay operating in parallel with a distribution
network is depicted in Figure 6.


                                                                                           19 | P a g e
Figure 6: Equivalent circuit of Synchronous Generator equipped with Vector Shift Relay
                              operating parallel with Utility [4,6].



There is a voltage drop V between the terminal voltage V T and the generator internal voltage E I
due to the generator current I SG passing through the generator reactance X d . Consequently, there
is a displacement angle between the terminal voltage and the generator internal voltage, whose
phasor diagram is presented in Fig. 7(a). In Fig. 6, if the CB opens due to a fault, for example,
the system composed by the generator and the load L becomes islanded. At this instant, the
synchronous machine begins to feed a larger load (or smaller) because the current I SYS provided
(or consumed) by the power grid is abruptly interrupted. Thus, the generator begins to decelerate
(or accelerate).

Therefore, the angular difference between V T and E I is suddenly increased (or decreased) and
the terminal voltage phasor changes its direction, as shown in Fig. 7(b). Analyzing such
phenomenon in the time domain we see that the instantaneous value of the terminal voltage
jumps to another value and the phase changes as depicted in Fig. 8, where the point ‘A’ indicates
the islanding instant. Additionally, the frequency of the terminal voltage also changes. This
behavior of the terminal voltage is called vector shift. VS relays are based on such phenomena.
VS relays available in the market measure the duration time of an electrical cycle and start a new
measurement at each zero rising crossing of the terminal voltage. The current cycle duration
(measured waveform) is compared with the last one (reference cycle). In an islanding situation,
the cycle duration is either shorter or longer, depending on if there is an excess or a deficit of
active power in the islanded system, as shown in Fig. 8.



                                                                                          20 | P a g e
This variation of the cycle duration results in a proportional variation of the terminal voltage
angle, which is the input parameter of VS relays. If the variation of the terminal voltage angle
exceeds a predetermined threshold, a trip signal is immediately sent to the CB. Usually, VS
relays allow this angle threshold to be adjusted in the range from 2 to 20. The relay is also
disabled if the magnitude of the terminal voltage drops below a threshold value to avoid false
operation.




  Figure 7: Internal and terminal voltage phasors (a) before opening with CB (b) after opening
                                             with CB.




                                 Figure 8: Voltage Vector Surge.




                                                                                         21 | P a g e
d) Voltage unbalance

Once the islanding occurs, DG has to take change of the loads in the island. If the change in
loading is large, then islanding conditions are easily detected by monitoring several parameters:
voltage magnitude, current magnitude, and frequency change. However, these methods may not
be effective if the changes are small. As the distribution networks generally include single-phase
loads, it is highly possible that the islanding will change the load balance of DG. Furthermore,
even though the change in DG loads is small, voltage unbalance will occur due to the change in
network condition [11] [12].

               Under/Over Voltage

Under and over voltage are also used for passive islanding detection, and often as a
complementary device coupled with frequency monitoring. Voltage variations occur as a result
of a mismatch of reactive power. This relay operates on the principle that an excess of reactive
power mismatch will drive the voltage up and a deficit of reactive power will drive the voltage
down. Once the voltage falls out of the preset thresholds, the relay will open the breaker.

Hence, by determining the voltage change or its rate of change, it is possible to detect island
states that frequency effects alone cannot. Unfortunately, there is limited experience indicating
that the reactive power measurement relay will have higher performance than frequency
variations. As real power draw is often much greater than reactive power, a loss of mains is more
likely to significantly change the active power than the reactive power.




                                                                                        22 | P a g e
2. Active detection techniques

With active methods, islanding can be detected even under the perfect match of generation and
load, which is not possible in case of the passive detection schemes. Active methods directly
interact with the power system operation by introducing perturbations. The idea of an active
detection method is that this small perturbation will result in a significant change in system
parameters when the DG is islanded, whereas the change will be negligible when the DG is
connected to the grid.

       a) Reactive power export error detection

In this scheme, DG generates a level of reactive power flow at the point of common coupling
(PCC) between the DG site and grid or at the point where the Reed relay is connected [14] [15].
This power flow can only be maintained when the grid is connected. Islanding can be detected if
the level of reactive power flow is not maintained at the set value. For the synchronous generator
based DG, islanding can be detected by increasing the internal induced voltage of DG by a small
amount from time to time and monitoring the change in voltage and reactive power at the
terminal where DG is connected to the distribution system. A large change in the terminal
voltage, with the reactive power remaining almost unchanged, indicates islanding. [16]The major
drawbacks of this method are it is slow and it cannot be used in the system where DG has to
generate power at unity power factor.

       b) Phase (or frequency) shift methods

Measurement of the relative phase shift can give a good idea of when the inverter based DG is
islanded. A small perturbation is introduced in form of phase shift. When the DG is grid
connected, the frequency will be stabilized. When the system is islanded, the perturbation will
result in significant change in frequency. The Slip-Mode Frequency Shift Algorithm (SMS) uses
positive feedback which changes phase angle of the current of the inverter with respect to the
deviation of frequency at the PCC. A SMS curve is designed in such a way that its slope is
greater than that of the phase of the load in the unstable region. [5] [17]




                                                                                        23 | P a g e
The drawback of this method is that the islanding can go undetected if the slope of the phase of
the load is higher than that of the SMS line, as there can be stable operating points within the
unstable zone [18].




       3. Hybrid detection schemes

Hybrid methods employ both the active and passive detection techniques. The active technique is
implemented only when the islanding is suspected by the passive technique. Some of the hybrid
techniques are as follows:

   a) Technique based on positive feedback (PF) and voltage imbalance (VU)

This islanding detection technique uses the PF (active technique) and VU (passive technique).
The main idea is to monitor the three-phase voltages continuously to determinate VU which is



                                                   𝑣 + 𝑠𝑞
given as


                                            𝑉𝑈 =
                                                   𝑣 − 𝑠𝑞

V+Sq and V-Sq are the positive and negative sequence voltages, respectively. Voltage spikes
will be observed for load change, islanding, switching action, etc. Whenever a VU spike is
above the set value, frequency set point of the DG is changed. The system frequency will
change if the system is islanded [19].




   b) Technique based on voltage and reactive power shift

In this technique voltage variation over a time is measured to get a covariance value (passive)
which is used to initiate an active islanding detection technique, adaptive reactive power shift
(ARPS) algorithm [20].



instead of current phase shift. The d-axis current shift, 𝑖 𝑑 or reactive power shift is given as
                                                            𝑘
The ARPS uses the same mechanism as ALPS, except it uses the d-axis current shift




                                                                                         24 | P a g e
𝑇 𝑎𝑣′ − 𝑇 𝑣
                                                             (𝑘)
                                       𝑖 = 𝑘𝑑�
                                        𝑘
                                                                   �
                                                      𝑇𝑣
                                        𝑑              (𝑘)



Where;

Tav' is the average of the previous four voltage periods.

Uav is the mean of Tav'

Tv is the voltage periods

UV is the mean of TV

kd is chosen such that the d-axis current variation is less than 1 percent of q-axis current in
inverter's normal operation. The additional d-axis current, after the suspicion of island, would
accelerates the phase shift action, which leads to a fast frequency shift when the DG is islanded
[5].




                                                                                          25 | P a g e
METHODS/DESIGN APPROACH


Detection of Islanded Power Systems


An islanding situation should be detected soon after the island is formed. The basic
requirements for a successful detection are:




      The scheme should work for any possible formations of islands. Note that there could be
       multiple switchers, reclosers and fuses between a distributed generator and the supply
       substation. Opening of any one of the devices will form an island. Since each island
       formation can have different mixture of loads and distributed generators, the behavior of
       each island can be quite different. A reliable anti-islanding scheme must work for all
       possible islanding scenarios.


      The scheme should detect islanding conditions within the required time frame. The main
       constraint here is to prevent out-of-phase reclosing of the distributed generators. A
       recloser is typically programmed to reenergize its downstream system after about 0.5 to
       1 second delay. Ideally, the anti-islanding scheme must trip its DG before the reclosing
       takes place.




                                                                                       26 | P a g e
Network Studied


A detail examination of GPL’s DIS revealed that there were at least three cases that possess potential for
islanding. Of these three cases, the Versailles/Lenora area was chosen to carry out the study, since the
only DGs present in the DIS was found to be located in this area.




                                                                                   From Garden Of Eden




            Figure 9: One line diagram for the Versailles/Lenora portion of GPL’s DIS.

The one line diagram in Figure 9 shows the Versailles/Lenora portion of the DIS, and more so,
the area of interest. However from visits made to Versailles it was found out that changes were
made to the system that was not documented or updated in the one line diagram, changes such
as, the ‘A1’ and ‘A3’ generator sets were no longer operational and there were three generators
sets present at Lenora instead of two show in the diagram. Hence taking the network
configuration as shown in the Figure 9 and the changes that were made to the system, a modified
equivalent diagram was produced (shown in Figure 10).


                                                                                                27 | P a g e
CB1




                                        CB2




                  Figure 10: Modified Equivalent One Line Network Diagram.

Since the four mobile Caterpillar sets (A2, A4,A7 and A8) at Versailles and the three (A1,A2
and A3) at Lenora all are the same model, that is, all having the same parameters, for connivance
they were combined and model as a single generator at each location. The equivalent one line
diagram is made up of the following:

Generator G1 (A6)                                   Generator G2 (A2, A4, A7 & A8)

Model#: GM AB20-24                                  4 Mobile Caterpillar Generator set

3250 KVA 60Hz 4160V                                 Model #: 3516

                                                    2000 KVA 60Hz 480V

Generator G3 (A1 & A2)                              Model #: 3516

3 Mobile Caterpillar Generator set                  2000 KVA 60Hz 480V


                                                                                      28 | P a g e
Transformer T1

3750KVA 4160/13800V Δ/Υ

Transformer T2 (4) & T3 (3)                            Garden of Eden (GOE) Interconnection

2500KVA 480/13800V Δ/Υ                                 3 phase current Source

Feeders
West Bank approx 5 MW
West Coast approx 9 MW


In creating the model shown in figure 11, it was found that Versailles and Lenora together have a
generating capacity of 17.25 MVA (11.25 MVA at Versailles and 6.0 MVA at Lenora) plus
power imported from GOE which is approximately 5.0 MVA, hence this gives a total of 22.25
MVA. However the total load demand of the two feeders (west coast and west bank) connected
to Versailles and Lenora was found to be approximately 14 MVA, thus having a surplus of 8.25
MVA in generation. Therefore an assumption was made that all the generators either at
Versailles or at Lenora was not in operation at the same time, hence this was taken into
consideration when creating the model, that is, instead of combining all four of the mobile
Caterpillar sets at Versailles only two was combined and modeled to produce 4 MVA, however,
all three at Lenora was model as being in operation.




                                                                                      29 | P a g e
Simulation model


In order to investigate the performance of the different techniques used in island detection a
simulation model was implemented. The model is based upon a specific portion of GPL’s
Demerara Interconnected System (DIS) (shown in figure 10), and was created so that the model
reflects the real system as much as possible. The behavior of the simulated system must be
similar to what happens in a real situation.




                   Figure 11: Matlab/Simulink model of Versailles and Lenora.


Figure 11 shows the Matlab/Simulink model for the area of interest (Versailles and Lenora) and
is based on the equivalent one line diagram depicted in figure 10.

The model contain three synchronous generator (G1, G2 & G3), three transformers (T1, T2 &
T3), two circuit breakers, a three phase source representing Garden Of Eden (GOE), one feeder
for the west bank and one for the west coast each consuming 5 MW and 9 MW respectively and
various monitoring and measuring blocks.




                                                                                        30 | P a g e
The synchronous generated G1 is rated at 3250 KVA 60Hz 4160 V, G2 is a combination of four
mobile Caterpillar sets each rated at 2000 KVA 60Hz 480 V and G3 is a combination of three
mobile Caterpillar sets all with same ratings used for G2.

The transformer T1 is rated at 3750KVA 4160/13800V Δ/Υ, T2 is a combination of four
individual transformer each with ratings of 2500KVA 480/13800V Δ/Υ and T3 is a combination
three individual transformer all with same rating as ones in T2.

The three phase source representing GOE contribution to Versailles is based on the maximum
short circuit current level during a line-to-ground fault between Versailles and GOE
interconnection, multiplied by the line-to-line voltage (VA).

Note: For all combination of generators and transformers, the rated power is summed and all
impedances are parallel.




Conditions for Islanding


There are basically two conditions for islanding in the network studied. These conditions are:

   1. When ‘CB1’ (circuit breaker 1) depicted in figure 10 is in the open position. That is, it
       disconnects the entire Versailles and Lenora from the rest of the DIS forming what we
       may refer to hereafter as a major island. The term major island is used because Versailles
       location is not considered to be distributed generation but since its at the end of the DIS
       where there’s only one interconnection from Versailles to the rest of the grid, any
       disruption in this connection can leave it isolated from the rest of the DIS and hence
       islanded. Also Lenora DG’s would also be considered to be a part of the Versailles Island
       as shown in figure 12.


   2. When ‘CB2’ (circuit breaker 2) depicted in figure 10 is in the open position. Since it
       disconnect the DG’s at Lenora from the rest of the grid thus forming a minor island. A
       minor island since the Lenora location meets the criteria of being distribution generation
       and the resulting island will only be made up of the generators at Lenora.


                                                                                        31 | P a g e
G1




                                           T1




                                                                              CB1
                                                B1




    G2                                                                ~
                        CB2
                                                             3 Phase Source
                                                                  GOE
                  T2

                                                 West Bank




                                                                                    Major Island

    G3



             T3
                                                                                    Minor Island
                       B2




                              West Coast




Figure 12: Distinction between Major and Minor Island and Conditions for Islanding in the
                                      Network Studied.




                                                                                          32 | P a g e
Model Description


Synchronous Machine (Alternator, Diesel Engine Speed & Voltage Control)




Figure 13: Simulink model of a Synchronous Machine

The Synchronous Machine block operates in generator or motor modes. The operating mode is
dictated by the sign of the mechanical power (positive for generator mode, negative for motor
mode). The model takes into account the dynamics of the stator, field, and damper windings. The
equivalent circuit of the model is represented in the rotor reference frame (q&d frame). All rotor
parameters and electrical quantities are viewed from the stator.

The SM voltage and speed outputs are used as feedback inputs to the diesel engine speed &
voltage control block which contains governor block as well as an excitation block.



Three Phase Transformer Block (Two Winding)

                                  R1    L1                     L2    R2




                                             Rm   Lm




Figure 14: Simulink model of a three phase transformer and its equivalent circuit.

This block implements a three-phase transformer using three single-phase transformers. The
Linear Transformer block model shown consists of two coupled windings wound on the same
core. The model takes into account the winding resistances (R1 and R2) and the leakage



                                                                                       33 | P a g e
inductances (L1 and L2), as well as the magnetizing characteristics of the core, which is modeled
by a linear branch (Rm Lm).

The two windings of the transformer can be connected as follows:
               Y
               Y with accessible neutral
               Grounded Y
               Delta (D1), delta lagging Y by 30 degrees
               Delta (D11), delta leading Y by 30 degrees




Three-Phase Source




Figure 15: Simulink model of a three phase source.

Implement three-phase source with internal R-L impedance.

The Three-Phase Source block implements a balanced three-phase voltage source with internal
R-L impedance. The three voltage sources are connected in Y with a neutral connection that can
be internally grounded or made accessible. You can specify the source internal resistance and
inductance either directly by entering R and L values or indirectly by specifying the source
inductive short-circuit level and X/R ratio.

Note: For the model that was created, a three phase source was used to model Garden of Eden
interconnection to Versailles and more so Versailles interconnection to the entire grid. For this
source the short circuit level (VA) and X/R ratio was specified.




                                                                                        34 | P a g e
Three-Phase Breaker




Figure 16: Simulink model of a three phase breaker.

The Three-Phase Breaker block implements a three-phase circuit breaker where the opening and
closing times can be controlled either from an external Simulink signal (external control mode),
or from an internal control timer (internal control mode).

The Three-Phase Breaker block uses three Breaker blocks connected between the inputs and the
outputs of the block. You can use this block in series with the three-phase element you want to
switch.

If the Three-Phase Breaker block is set in external control mode, a control input appears in the
block icon. The control signal connected to this input must be either 0 or 1, 0 to open the
breakers, 1 to close them. If the Three-Phase Breaker block is set in internal control mode, the
switching times are specified in the dialog box of the block. The three individual breakers are
controlled with the same signal.



Three-Phase Parallel RLC Load




Figure 17: Simulink model of a three phase parallel RLC load.

The Three-Phase Parallel RLC Load block implements a three-phase balanced load as a parallel
combination of RLC elements. At the specified frequency, the load exhibits constant impedance.
The active and reactive powers absorbed by the load are proportional to the square of the applied
voltage.

                                                                                        35 | P a g e
RMS Block-




Figure 18: Simulink model of a root mean square (rms) calculation block.

This block measures the true root mean square value, including fundamental, harmonic, and DC
components, of an instantaneous current or voltage. The RMS value of the input signal is
calculated over a running average window of one cycle of the specified fundamental frequency,




where f(t) is the input signal and T is 1/(fundamental frequency). Since this block uses a running
average window, one cycle of simulation has to be completed before the output gives the correct
value.

The discrete version of this block allows you to specify the initial magnitude of the input signal.
For the first cycle of simulation the output is held to the RMS value of the specified initial input.



Three-Phase V-I Measurement




Figure 19: Simulink model of a three phase voltage-current measurement block.

The Three-Phase V-I Measurement block is used to measure instantaneous three-phase voltages
and currents in a circuit. When connected in series with three-phase elements, it returns the three
phase-to-ground or phase-to-phase peak voltages and currents.

The block can output the voltages and currents in per unit (pu) values or in volts and amperes.

                                                                                          36 | P a g e
If you choose to measure phase-to-ground voltages in per unit, the block converts the measured
voltages based on peak value of nominal phase-to-ground voltage:




   where




If you choose to measure phase-to-phase voltages in per unit, the block converts the measured
voltages based on peak value of nominal phase-to-phase voltage:




where



If you choose to measure currents in per unit, the block converts the measured currents based on
the peak value of the nominal current:




where




V nom and P base are specified in the Three-Phase V-I Measurement block dialog box.




                                                                                      37 | P a g e
Display Block




Figure 20: Simulink model of display block.

The Display block shows value of an inputted signal. It accepts real or complex signals of the
following data types:

   •   Floating point
   •   Built-in integer
   •   Fixed point

   •   Boolean

   •   Enumerated



Scope Block




Figure 21: Simulink model of an oscilloscope (scope).

The Scope block displays signal inputs with respect to simulation time and displays signal
generated during the simulation.




                                                                                      38 | P a g e
Protection Block




Figure 22: Simulink model for the protection sub-system.

The protection block is a sub-system that contains all the protection relays (shown in figure 22).
These include the under/over current relay, under/over voltage relay, under/over frequency relay,
rate of change of frequency (ROCOF) relay and the vector shift relay.




                 Figure 23: Relays found inside the protection sub-system block



                                                                                       39 | P a g e
Each relay is equipped with two display, one which indicate the status of the relay (‘1’ indicates
a trip status) and the other displays and log the time at which the relay was activated or trip. Each
relay is only activated once during the entire simulation, that is, at the first instance to which it
senses an abnormal condition or a condition to which it was designed to sense/activate.
The following is a detail description of all the relays contained in the protection block and their
corresponding setting.




Under/Over Current, Under/Over Voltage and Under/Over Frequency Relay




Figure 24: (a) Simulink model of Under/Over Current Relay model.




                                                                                            40 | P a g e
Figure 24: (b) Simulink model of Under/Over Voltage Relay model.




Figure 24: (c) Simulink model of Under/Over Frequency Relay model.


                                                                     41 | P a g e
Figure 24 (a) depicts the Matlab/Simulink model of the under/over current relay. The operation
of the model is based on the actual relay, where the line current (all three phases) of the system is
monitored and compared to some preset thresholds (a maximum value for over current and
minimum value for under current) and if the line current goes over or under these thresholds for
a predetermined period then a trip signal is initiated.

In the model, the line current (Iabc) is continually monitor and compared to the set thresholds,
this comparison is done by using a ‘Relational Operator’, that is, instances where the line current
is greater than (>) or less than (<) the maximum or minimum current value respectively, it
outputs a signal to the On/Off delay. If this signal (output from the relational operator) remains at
the input of the on/off delay for longer than the preset time a ‘trip’ signal is initiated and the time
for which the trip signal was initiated is logged and display. It’s important to note that since an
‘OR’ gate was used at the output of the relay, for an abnormal condition in any of the three
phases, a trip signal is initiated.

The under/over voltage relay and the under/over frequency relay shown in figure 24 (b) and
figure 24 (c) respectively operates on the same principle as the under/over current relay. In the
case of the under/over voltage relay the only difference is that the parameter in which the relay
monitors, that is, the under/over voltage relay monitors the three phase voltage, while the
under/over current relay monitors three phase current and similarly the under/over frequency
relay monitors the system frequency. However the setting of these relay will be different from
each other.




                                                                                           42 | P a g e
The Rate of Change of Frequency Relay




Figure 24 (d): Simulink model of The Rate of Change of Frequency Relay (ROCOF).



Figure 24 (d) shows the Simulink model of the rate of change of frequency relay. Unlike the rest
of relay model describe thus far, the ROCOF relay accepts or monitor two inputs (frequency and
terminal voltage Vt), therefore before the relay is activated two conditions must be satisfied. The


frequency with time � �, the absolute value of the rate of change of frequency � � it is then
                       𝑑𝑓                                                            𝑑𝑓
frequency is fed into a ‘Discrete Derivative’ block which calculates the rate of change of

                       𝑑𝑡                                                            𝑑𝑡

compared (using a Relational Operator) to the ROCOF threshold and if it exceeds this threshold,
the output of the relational operator goes ‘true’ and a ‘1’ is sent into the first input of the ‘AND’
gate. However before the ‘AND’ gate can output a signal to initiate a trip, another condition must
be met, that is, the terminal voltage Vt (pu) of the generator is compared to a set threshold and if
it exceeds this threshold the second input of the ‘AND’ gate goes ‘true’ (that is both condition is
satisfied), hence the output of the ‘AND’ gate also goes ‘true’ which immediately starts the delay




                                                                                          43 | P a g e
count down. If the ‘AND’ output remains ‘true’ for longer period than a predetermine time (set
by the On Delay) then and only then a trip signal is initiated and the time of the trip is logged.



Vector Shift Relay




                      Figure 24 (e): Simulink model of a Vector Shift Relay.

Figure 24 (e) depicts the Simulink model of a vector shift relay. Similar to the ROCOF relay, the
vector shift relay also accepts or monitors two inputs (three phase voltage Vabc and terminal
voltage Vt), and therefore two conditions must also be satisfied before the relay can activate.

The relay monitors the three phase waveform and counts every complete cycle by detecting the
rising edge of the wave, and at the same time the duration of each cycle or the period is
measured. Since the model operates at frequency (f) of 60 Hz, therefore the period (T) will be


                                                                                         44 | P a g e
equal to (1/f) 0.01667 seconds. Hence the model computes the duration of each period by
dividing the cycle time by the number of completed period/s and then compares this value to
0.01667 seconds and any time value grater or less than the set threshold the first condition is
reached. But before a trip is initiated the second condition must be met, that is, if the terminal
voltage (Vt) exceeds the set threshold and both conditions are met then and only then a trip
signal is sent and the time is logged.




                                                                                          45 | P a g e
SIMULATION RESULTS

Normal Conditions
The complete model was simulated at normal condition for 5 seconds and the results obtained
are shown below.

Note: Since the purpose of the simulation is to compare performance of the relays with respect to
time, a small sampling time was chosen for the simulation, more specifically 50 micro seconds.
Therefore 5 seconds will be more than adequate for the entire simulation run time.

Figure 25 (a), (b) and (c) shows the results obtained from the three synchronous generators used
in the model. In each figure, the mechanical power input (Pmec), excitation voltage (Vf),
terminal voltage (Vt) and speed all in per-unit is displayed. From looking at all three of the
figures obtained for the generators (SM1, SM2 and SM3), it can be clearly seen that they
system/model initially takes approximately 1 second to reach a steady state condition. Using the
graphs, the steady state values of Pmec, Vf, Vt and speed can be approximated to the following:




                                             Steady State Approximated Values (pu)
          Synchronous Machines
                                        Pmec            Vf            Vt           Speed
                   SM1                  0.255         1.500         1.000          1.000
                   SM2                  0.315         0.910         1.000          1.000
                   SM3                  0.289         1.360         1.000          1.000

Table 1: Steady state parameters for the Synchronous Machines used in the model, under normal
                                       operating conditions.




                                                                                         46 | P a g e
Figure 25 (a): Simulation result of Synchronous Machine One (SM1).




Figure 25 (b): Simulation result of Synchronous Machine Two (SM2).

                                                                     47 | P a g e
Figure 25 (c): Simulation result of Synchronous Machine Three (SM3).




Figure 26 (a) and (b) shows the 3 phase voltages and currents at Bus 1 and 2 found in the
system/model. The first figure (fig 26 a) shows the voltages and current for a three (3) seconds
period after the simulation was started. It can be seen that the voltages Vabc at Bus 1 (i.e.
Vabc_B1) and Vabc at Bus 2 (i.e. Vabc_B2) are relatively constant throughout the simulation
while the currents Iabc at Bus 1 (i.e. Iabc_B1) and Iabc at Bus 2 (i.e. Iabc_B2) takes
approximately one (1) second after the simulation has started to become constant. It can also be
seen that the voltages at both Bus is approximately the same while the currents vary in value
from each other.

Figure 26 (b) shows and expanded portion of figure 26 (a).




                                                                                         48 | P a g e
Figure 26 (a): Simulation result for 3 phase voltages and currents at bus 1 and bus 2.




Figure 26 (b): Expanded view of the 3 phase voltages and currents at bus 1 and bus 2.


                                                                                 49 | P a g e
Figure 27 (a): Simulation result for the 3 phase rms voltages at bus 1&2.




Figure 27 (b): Simulation result for the 3 phase rms currents at bus 1&2.

                                                                            50 | P a g e
Figure 27 a, and b shows the 3 phase rms voltages and currents at bus 1 and 2 respectively, here
again it can be clearly seen that the voltages in each phase are constant (approximately 13790
volts) after about 1 second into the simulation. The currents also follow the same pattern but vary
in value at each bus, that is, the average rms value for the currents in all three phase is 61.60
Amps at bus 1 and 84.72 Amps at bus 2.




Figure 28: Simulation result of the rate of change of frequency and frequency for bus 1 & bus 2.

The final figure (fig 28) shows the frequency at bus 1 and 2 and their respective rate of change of
frequency. As expected, both the frequency and the rate of change of frequency reach a steady
state or become constant after the 1 second mark. It can also be observed that for a small change
in frequency (60 to 60.4) results in a relatively large ‘rate of change of frequency’ or large df/dt
(0 to 14).




                                                                                          51 | P a g e
Islanded Condition


Scenario 1: Formation of a Major Island (Loss of Grid)


As mention earlier, a major island is formed when the interconnection between Garden of Eden
(GOE) and Versailles is lost, hence completely isolating Versailles and Lenora (together) from
the rest of the DIS or grid, a scenario which arises when CB1 (shown in figure 12) is in the open
position.

To achieve this scenario and for purpose of this project, CB1 was pre configured to open on all
three phase, 3 seconds after the simulation was started hence forming a major island to illustrate
the effects that an unintentional island has on a power distribution network.

Hence the following results were obtained from this simulated scenario.




   Figure 29 (a): Simulation result for Synchronous Machine One (SM1) for a major islanded
                                            condition.

                                                                                       52 | P a g e
Figure 29 (b): Simulation result for Synchronous Machine One (SM2) for major islanded
                                     condition.




Figure 29 (c): Simulation result for Synchronous Machine One (SM3) for major islanded
                                     condition.

                                                                              53 | P a g e
Figure 29 a, b, and c shows the simulation results three synchronous generators, SM1, SM2 and
SM3 under a major islanded condition. All three generators basically responded to the islanded
or loss of grid condition in similar manner, that is, after the island was formed (3 seconds into the
simulation), there were an immediate increase in mechanical power (Pmec) supplied to the
generator since due to the loss in grid the three generator had to supplied the required power
demand on their own, hence there were an increase in load to each generator. Also to counteract
this increase there were also an increase in excitation voltage (Vf) to the alternator, we can also
see that the terminal voltage (Vt) and speed of the generator was also affected by an increase
load at each generator.




   Figure 30 (a): Simulation result for the 3 phase rms currents at bus 1&2 for major islanded
                                             condition.




                                                                                         54 | P a g e
Figure 30 (b): Simulation result for the 3 phase rms voltages at bus 1&2 for a major islanded
                                           condition.




Figure 31: Simulation result for the 3 phase voltages and current at bus 1&2 for a major islanded
                                           condition.
                                                                                     55 | P a g e
Figure 31 shows the three phase voltages and currents at bus 1 and 2 and the effect that an
islanding condition have on these values. Here we see a change in voltages or voltage wave form
(highlighted in fig 31) at the instant when the island was formed (3 seconds into the simulation).
We can also see a significant change in the currents or current waveform at both buses.




Figure 32: Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2
                                during a major islanded condition.

The above figure shows the effect that an islanded condition has on the frequency of a power
system or distribution network. From the figure we can see that the formation of the island had
the same effect on the frequency at both the bus. At the instant where the island was formed, we
can observer that there was a sharp decline in frequency, that is, the frequency drop from 60 Hz
to about 58 Hz in very short time (approximately 0.25 second). The figure also shows the
corresponding rate of change of frequency (df/df) for this change in frequency, where a change
of 60 Hz to 58 Hz corresponds to a df/dt of -12 Hz/s (where the minus sign indicates a drop in
frequency).


                                                                                       56 | P a g e
Figure 33 (a): Results obtained from the protection block at bus 1 for a major islanded condition.



                                                                                      57 | P a g e
Figure 33 (b): Results obtained from the protection block at bus 2 for a major islanded condition.




                                                                                      58 | P a g e
BUS 1                                                                BUS 2
      Relays                                                               Relays
                  Trip Status   Trip Time (s)   Detection Time (s)                     Trip Status   Trip Time (s)   Detection Time (s)
ROCOF                 1            3.068              0.068          ROCOF                 1            3.057              0.057
Vector Shift          1            3.073              0.073          Over Current          1            3.107              0.107
Over Current          1            3.120              0.120          Under Frequency       1             3.135             0.135
Under Frequency       1            3.135              0.135          Over Voltage          1             3.144             0.144
Over Voltage          1            3.144              0.144          Under Voltage         1             3.477             0.477
Under Voltage         1            3.477              0.477          Vector Shift          1            4.175              1.175
                                     ___                ___                                               ___                ___
Under Current         0                                              Under Current         0
                                     ___                ___                                               ___                ___
Over Frequency        0                                              Over Frequency        0




   Table 2: Combine results for Relay Protection Blocks 1 and 2 for a major islanded condition.

The table above shows the results obtained for the relay protection blocks 1 and 2 monitoring
buses 1 and 2 respectively. The table shows the ‘trip statuses’, ‘trip time’ and the ‘island
detection time’ for each relay. The trip status is represented by either a ‘1’ or a ‘0’, where ‘1’
indicates a trip or relay activation and a ‘0’ represent no detection. Since the island condition
occurred exactly three seconds into the simulation, the trip time shows the time elapse after the
specific relays were activated and finally the detection time shows the time take for the relay to
respond to the island condition in ascending order.

Comparing the relays performance by detection time, where the shortest time taken to detect the
island condition the greater the performance we see that at both busses or at both protection
block the ROCOF relay out performs the others. It can also be seen that at bus 1 the relay with
the longest detection time was the under voltages relay, similarly the relay with the longest
detection time at bus 2 was the vector shift relay. And finally the under current and the over
frequency failed entirely to detect the island condition.




                                                                                                                     59 | P a g e
Relay Peotection at Bus 1


            0.500              Relay
                            Performance

                                                                             ROCOF
            0.450
                              Decrease
            0.400
            0.350                                                            Vector Shift
Detection Time (s)




                                                                             Over Current
            0.300

                                                                             Under Frequency
            0.250

                                                                             Over Voltage
            0.200

                                                                             Under Voltage
            0.150
            0.100
            0.050

                                          Relays
            0.000




            Figure 34 (a): Graph showing comparison of the relays detection time at bus 1.




                                    Relay Protection at Bus 2


           1.200               Relay
                            Performance


                                                                               ROCOF
           1.000              Decrease


                                                                               Over Current
                                                                               Under Frequency
Detection Time (s)




           0.800


           0.600                                                               Over Voltage
                                                                               Under Voltage
                                                                               Vector Shift
           0.400


           0.200



                                          Relays
           0.000




            Figure 34 (b): Graph showing comparison of the relays detection time at bus 2.


                                                                                            60 | P a g e
Figure 34 (a) and (b) shows a graphical comparison of the different relays detection time, where
the performance of each relay decreases with an increase in detection time. It can be observe that
the detection time or the behavior of each relay differs depending on the location placed or the
point at which it is monitoring (i.e. bus 1 or bus 2). For example the vector shift relay was the
second relay at bus 1 to detect the island but at bus 2 it was the last, that is, at bus 1 it took 0.073
seconds to detect the island but at bus 2 it took 1.175 seconds which is approximately 16 times
longer. It can also be observed that over current, under frequency and the over voltage relays trip
in the same order at both buses but with different detection times.




                                                                                              61 | P a g e
Scenario 2: Formation of a Minor Island.


As stated earlier, a minor island is formed when the DGs’ at Lenora is disconnected or isolated
from Versailles and the rest of the DIS. Since there is only a single connection between Lenora
and Versailles, any disruption in this connection results in the formation of an island.

For the purpose of this project this scenario will be achieve by intentionally configuring CB2
(shown in figure 12) to open on all three phases 3 seconds into the simulation thus forming a
minor island and observing the effects of the island condition on the portion of the network.

Hence the following results were obtained from this simulated scenario.




    Figure 35 (a): Simulation result for Synchronous Machine One (SM1) for minor islanded
                                             condition.




                                                                                           62 | P a g e
Figure 35 (b): Simulation result for Synchronous Machine One (SM2) for minor islanded
                                     condition.




Figure 35 (c): Simulation result for Synchronous Machine One (SM3) for minor islanded
                                     condition.



                                                                              63 | P a g e
Figures 35 (a), (b) and (c) shows the results obtained for the three synchronous
machines/generators (SM1, SM2, and SM3). It can be seen that SM1 and SM2 located at
Versailles was not affected much by the minor island formed at Lenora, that is, the operating
parameters (Pmec, Vf, Vt and the speed) were all maintained at an appreciable level. However
the DG at Lenora was severely affected since it was the source of the island and it was left to
supply a load that was far over its capacity. From figure 35 (c) we can see that due to an increase
in load there were an increase in mechanical power (Pmec) and excitation voltage (Vf) required
and since the DG could not have satisfied this increased load demand, the terminal voltage (Vt)
and speed decreased.




   Figure 36 (a): Simulation result for the 3 phase rms currents at bus 1&2 for minor islanded
                                            condition.




                                                                                        64 | P a g e
Figure 36 (b): Simulation result for the 3 phase rms voltages at bus 1&2 for a minor islanded
                                            condition.




For the 3 phase rms currents and voltages at bus 1and 2 illustrated in figures 36 (a) and (b)
respectively, we see again that there were no major disturbance in voltages and current at bus 1
located at Versailles, however there were severe disturbances in the currents and voltages at bus
1 located at Lenora due to the islanded condition of the DG.

In figure 37 we can observe that there was some amount of disturbance in the frequency at bus 1,
however the extent of the disturbance would be determine by the protection block and whether it
cause a trip in any of the frequency monitoring relays. Conversely we can notice that the
frequency at bus 2 was significantly affected by the formation of this islanded condition.




                                                                                        65 | P a g e
Figure 37: Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2
                               during a major islanded condition.




Figure 38 (a): Results obtained from the protection block at bus 1 for a minor islanded condition.



                                                                                      66 | P a g e
Figure 38 (b): Results obtained from the protection block at bus 2 for a minor islanded condition.

Figures 38 (a) and (b) shows the results obtained from protection blocks 1 and 2 respectively, at
buses 1 and 2. From figure 39 (a) it can be observed that there were no trips in any of the relays
in protection block 1 (which monitors bus 1) resulting from the islanded condition, this was
expected since the results obtained (for the minor island) showed no disturbances in the voltages,
currents or frequency. However figure 38 (b) showed multiple trips in various relays, which is
shown in details in the table below.


                                                                                        67 | P a g e
Protection Block 2/BUS 2
          Relays
                             Trip Status          Trip Time (s)       Detection Time (s)
  Vector Shift                    1                   3.035                 0.035
  ROCOF                           1                   3.036                 0.036
  Over Current                    1                   3.102                 0.102
  Under Frequency                 1                   3.115                 0.115
  Over Voltage                    1                   3.136                 0.136
  Under Voltage                   1                   4.743                 1.743
  Under Current                   0                     ___                        ___

  Over Frequency                  0                     ___                        ___



     Table 3: Results obtained for Relay Protection Block 2 for a minor islanded condition.

The table above shows the results obtained for the relay protections block 2 monitoring bus 2.
Here again the table shows the ‘trip statuses’, ‘trip time’ and the ‘island detection time’ for each
relay.

Comparing the relays performance by detection time, where the relay performance decreases
with the increase in detection time, we see that the vector shift relay has the shortest detection
time (0.035 seconds), that is, it was first to detect the islanded condition and the ROCOF relay
comes in second at 0.036 seconds and the last to detect the island was the under voltage relay
taking 1.743 seconds.

And here again the under current and the over frequency failed entirely to detect the island
condition.




                                                                                         68 | P a g e
Relay Protection at Bus 2
                              1.800
                              1.600
                              1.400
         Detection Time (s)




                              1.200                                                               Vector Shift

                              1.000                                                               ROCOF

                              0.800                                                               Over Current
                               0.600                                                              Under Frequency
                               0.400                                                              Over Voltage
                               0.200                                                              Under Voltage
                               0.000

                                                        Relays




                              Figure 39: Graph showing comparison of the relays detection time at bus 2.

Figure 39 shows a graphical representation of the different relays detection time. Here is can be
seen that the ROCOF and the vector shift relays had the fastest detection time with a difference of
0.001 seconds. It can also be observed that over current, under frequency and the over voltage
relays trips were nearer to each other and in the same order as noticed in the first scenario or in the
major islanded condition.




                                                                                                        69 | P a g e
CONCLUSION

Distributed generator interconnections near consumers have created new challenges for
protection engineers. The typical protection configurations such as unplanned islanding and
reclosing of distributed generator systems need to be address. Section 4.4.1 of the IEEE 1547
standard states: “For an unintentional island in which the DG energizes a portion of the area
electrical power system through the point of common coupling, the DG interconnection system
shall detect the island and cease to energize the Area electrical power system within one second
of the formation of an island” [1].


This thesis describes and compares different local islanding detection techniques. Fast and
accurate detection of islanding is one of the major challenges in today’s electrical power
distribution system with many distribution systems already having significant introduction of
DGs. Islanding detection is also important as islanding operation of distributed system is seen a
viable option in the future to improve the reliability and quality of the power supplied.

From the results obtained from the various simulations, it is apparent that anti-islanding relays
such as the Rate of Change of Frequency (ROCOF) and the Vector Shift relay has significant
performance with respect to detection time over traditional relays, such as, Under/Over Current,
Under/Over Voltage and Under/Over Frequency relays, where the ROCOF and Vector Shift
relays had a detection time of at least three (3) times faster that these traditional protection
relays. Also some relays (over frequency and the under current) relays failed entirely to detect
the islanded condition in both scenarios.

Consequently from the research carried out and the results/evidence provided by the
Matlab/Simulink simulations and also in keeping with international standards (more so IEEE
1547), it is of the views of the researcher that the implementation of these anti-islanding relays
(ROCOF and Vector Shift) on electrical power distribution system and more so, those containing
Distribution Generators is imperative for maintaining good quality of power and also for safe and
effective operation.




                                                                                           70 | P a g e
RECOMMENATION

The results obtained showed evidence that the Rate of Change of Frequency and the Vector Shift
relays were better at detecting the formation of island than the traditional relays that is currently
used by the national utility (GPL). It was also seen from the simulation the effects that
unintentional islanding can have on a power distribution network. Therefore to minimize these
effects and also in keeping with international standards for interconnected systems, it is therefore
recommended that these anti-islanding relays (ROCOF and Vector Shift) are implemented within
the DIS at points where may possess potentials for the formation of island.




                                                                                          71 | P a g e
BIBLIOGRAPHY

[1] “Application guide for distributed generation interconnection”. The NRECA guide to IEEE
1547, March 2006. Resource Dynamics Corporation

[2] Ann Chambers, Barry Schnoor, Stephanie Hamilton. “Distributed generation: A non technical
guide”. PennWell Corporation, 2001

[3] Gregory W. Massey. “Essentials of distributed generation systems”. Jones & Bartlett
Learning Canada. Kimberly Brophy, 2010.

[4] R. A. Walling and N. W. Miller. “Distributed generation islanding – Implications on power
system dynamic performance”.
[5] Truptimayee Pujhari. “Islanding detection in distributed generation”. M.S. thesis,
 National Institute of Technology Rourkela May, 2009

[6] Ward Bower and Michael Ropp. Evaluation of islanding detection methods for
photovoltaic utility-interactive power systems. Report IEA PVPS Task 5 IEA PVPS T5-09:
2002, Sandia National Laboratories Photovoltaic Systems Research and Development, March
2002.

[7] M. A. Refern, O. Usta, and G. Fielding, “Protection against loss of utility grid supply for a
dispersed storage and generation unit,” IEEE Transaction on Power Delivery, vol. 8, no. 3, 948-
954, July 1993

[8] M. A. Redfern, J. I. Barren, and O. Usta, “A new microprocessor based islanding
protection algorithm for dispersed storage and generation, units,” IEEE Trans. Power
Delivery, vol. 10, no. 3, 1249-1254, July 1995.

[9] J. Warin, and W. H. Allen, “Loss of mains protection,” in Proc. 1990 ERA
Conference on Circuit Protection for industrial and Commercial Installation, London, UK,
4.3.1-12.

[10] F. Pai, and S. Huang, “A detection algorithm for islanding-prevention of dispersed
consumer-owned storage and generating units,” IEEE Trans. Energy Conversion, vol. 16, no. 4,
346-351, 2001.



                                                                                         72 | P a g e
[11] S. I. Jang, and K. H. Kim, “A new islanding detection algorithm for distributed
generations interconnected with utility networks,” in Proc.IEEE International Conference on
Developments in Power System Protection, vol.2, 571-574, April 2004.

[12] S. I. Jang, and K. H. Kim, “An islanding detection m e t h o d for distributed generations
using voltage unbalance and total harmonic distortion of current,” IEEE Tran. Power
Delivery, vol. 19, no. 2, 745-752, April 2004.

[13] S. Jang, and K. Kim, “Development of a logical rule-based islanding detection
method for distributed resources,” in Proc. IEEE Power Engineering Society Winter
Meeting, vol. 2, 800-806, 2002.

[14] J. Warin, and W. H. Allen, “Loss of mains protection,” in Proc. 1990 ERA Conference
on Circuit Protection for industrial and Commercial Installation, London, UK, 4.3.1-12.

[15] P. D. Hopewell, N. Jenkins, and A. D. Cross, “Loss of mains detection for small
generators,” IEE Proc. Electric Power Applications, vol. 143, no. 3, 225-230, May 1996.

[16] J. E. Kim, and J. S. Hwang, “Islanding detection method of distributed generation units
connected to power distribution system,” in Proc. 2000 IEEE Power System Technology
Conference, 643-647.

[17] G. A. Smith, P. A. Onions, and D. G. Infield, “Predicting islanding operation of grid
connected PV inverters,” IEE Proc. Electric Power Applications, vol. 147, 1-6, Jan. 2000.

[18] M. E. Ropp, M. Begovic, A. Rohatgi, G. Kern, and R. Bonn, “Determining the
relative effectiveness of islanding detection methods using phase criteria and non- detection
zones,” IEEE Transaction on Energy Conversion, vol. 15, no. 3, 290-296, Sept. 2000.

[19] V. Menon, and M. H. Nehrir, “A hybrid islanding detection technique using voltage
unbalance and frequency set point,” IEEE Tran. Power Systems, vol. 22, no. 1, 442- 448, Feb.
2007.

[20] J. Yin, L. Chang, and C. Diduch, “A new hybrid anti-islanding algorithm in grid
connected three-phase inverter system,” 2006 IEEE Power Electronics Specialists
Conference, 1-7.

                                                                                        73 | P a g e
[21] Wilsun Xu, “An Assessment of Distributed Generation Islanding Detection Methods and
Issues for Canada,” , University of Alberta Konrad Mauch, Mauch Technical Services, Sylvain
Martel, CANMET Energy Technology Centre – Varennes July 2004.


[22] Michael C. Wrinch, “Negative Sequence Impedance Measurement for Distributed Generator
Islanding Detection,” The University of British Columbia, 1995




                                                                                  74 | P a g e

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Methodology of Selection, Setting and Analysis of Anti-Islanding Protection

  • 1. Methodology of Selection, Setting and Analysis of Anti-Islanding Protection For Distribution Generation System Kenny SAMAROO Submitted in partial fulfillment of the requirements for Bachelor of Engineering (Electrical Engineering) Electrical Engineering Faculty of Technology University of Guyana August 24, 2012
  • 2. Methodology of Selection, Setting and Analysis of Anti-Islanding Protection For Distribution Generation System By Kenny O. Samaroo Under the guidance of Dhanraj Bachai Department of Electrical Engineering University Of Guyana August, 2012 © Kenny O. Samaroo 2012 2|Page
  • 3. ABSTRACT With the daily increasing demand for power, and need for alternative power generation technologies, such as, fuel cell, wind & water turbine and photovoltaic systems, customer demands for better power quality and reliability are forcing the power companies to move towards distributed generations (DG). Islanding occurs when a portion of the distribution system becomes electrically isolated from the remainder of the power system yet continues to be energized by distribution system. It is important when using DG in an interconnected system that the power distributed system is capable of detecting an unintentional islanding condition. Current IEEE interconnection standards (IEEE 1547) mandate that control and protection measures should be in place to lessen the probability of an unintentional island, and to minimize the duration of an islanding condition, if one should occur. Typically, a distributed generator should be disconnected within 100 to 300 ms after loss of main supply [1]. To achieve this each distributed generator must be equipped with an islanding detection device or anti islanding devices, such as, vector shift relay and ROCOF relay. This project seeks to explore the various methods of selecting, setting and analysis of anti- islanding protection devices (relays) for distribution generation system. 3|Page
  • 4. Table of Contents ABSTRACT.................................................................................................................................................. 3 List Of Tables ............................................................................................................................................... 5 List Of Figures .............................................................................................................................................. 6 ACKNOWLEDGEMENT ............................................................................................................................ 9 INTRODUCTION ...................................................................................................................................... 10 Background ............................................................................................................................................. 10 Statement Of The Problem...................................................................................................................... 12 SCOPE OF WORK ..................................................................................................................................... 14 Overview ................................................................................................................................................. 14 Literature Review.................................................................................................................................... 15 Rationale for anti-islanding protection: .............................................................................................. 15 Remote Islanding Detection Techniques ............................................................................................ 16 Local Detection Techniques................................................................................................................ 17 METHODS/DESIGN APPROACH ........................................................................................................... 26 Detection of Islanded Power Systems ..................................................................................................... 26 Network Studied ..................................................................................................................................... 27 Simulation model .................................................................................................................................... 30 Conditions for Islanding ......................................................................................................................... 31 Model Description .................................................................................................................................. 33 SIMULATION RESULTS ......................................................................................................................... 46 Normal Conditions .................................................................................................................................. 46 Islanded Condition .................................................................................................................................. 52 Scenario 1: Formation of a Major Island (Loss of Grid) ................................................................... 52 Scenario 2: Formation of a Minor Island. .......................................................................................... 62 CONCLUSION ........................................................................................................................................... 70 RECOMMENATION ................................................................................................................................. 71 BIBLIOGRAPHY ....................................................................................................................................... 72 4|Page
  • 5. List Of Tables Tables 1. Steady state parameters for the Synchronous Machines used in the model, under normal operating conditions. 2. Combine results for Relay Protection Blocks 1 and 2 for a major islanded condition. 3. Results obtained for Relay Protection Block 2 for a minor islanded condition. 5|Page
  • 6. List Of Figures Figures 1. Power system with centralized generation 2. Decentralized power system with DG interconnected 3. Utility Network before and after islanding has occurred. 4. Islanding detection techniques 5. Equivalent Circuit of Synchronous Generator equipped with ROCOF Relay operating parallel with Utility [4,6] 6. Equivalent circuit of Synchronous Generator equipped with Vector Surge Relay operating parallel with Utility [4,6] 7. Internal and terminal voltage phasors (a) before opening with CB (b) after opening with CB. 8. Voltage Vector Surge 9. One line diagram for the Versailles/Lenora portion of GPL’s DIS. 10. Modified Equivalent One Line Network Diagram 11. Matlab/Simulink model of Versailles and Lenora. 12. Distinction between Major and Minor Island and Conditions for Islanding in the Network Studied 13. Simulink model of a Synchronous Machine 14. Simulink model of a three phase transformer and its equivalent circuit. 15. Simulink model of a three phase source. 16. Simulink model of a three phase breaker. 17. Simulink model of a three phase parallel RLC load. 18. Simulink model of a root mean square (rms) calculation block. 19. Simulink model of a three phase voltage-current measurement block. 20. Simulink model of display block. 21. Simulink model of an oscilloscope (scope). 22. Simulink model for the protection sub-system. 23. Relays found inside the protection sub-system block 6|Page
  • 7. 24. (a) Simulink model of Under/Over Current Relay model. (b) Simulink model of Under/Over Voltage Relay model. (c) Simulink model of Under/Over Frequency Relay model. (d) Simulink model of The Rate of Change of Frequency Relay (ROCOF) (e) Simulink model of a Vector Shift Relay. 25. (a) Simulation result of Synchronous Machine One (SM1). (b) Simulation result of Synchronous Machine Two (SM2). (c) Simulation result of Synchronous Machine Three (SM3). 26. (a) Simulation result for 3 phase voltages and currents at bus 1 and bus 2. (b) Expanded view of the 3 phase voltages and currents at bus 1 and bus 2. 27. (a) Simulation result for the 3 phase rms voltages at bus 1&2. (b) Simulation result for the 3 phase rms currents at bus 1&2. 28. Simulation result of the rate of change of frequency and frequency for bus 1 and bus 2. 29. (a) Simulation result for Synchronous Machine One (SM1) for a major islanded condition. (b) Simulation result for Synchronous Machine One (SM2) for major islanded condition. (c) Simulation result for Synchronous Machine One (SM3) for major islanded condition. 30. (a) Simulation result for the 3 phase rms currents at bus 1&2 for major islanded condition. (b) Simulation result for the 3 phase rms voltages at bus 1&2 for a major islanded condition. 31. Simulation result for the 3 phase voltages and current at bus 1&2 for a major islanded condition. 7|Page
  • 8. 32. Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2 during a major islanded condition. 33. (a) Results obtained from the protection block at bus 1 for a major islanded condition. (b) Results obtained from the protection block at bus 2 for a major islanded condition. 34. (a) Graph showing comparison of the relays detection time at bus 1. (b) Graph showing comparison of the relays detection time at bus 2. 35. (a) Simulation result for Synchronous Machine One (SM1) for minor islanded condition. (b) Simulation result for Synchronous Machine One (SM2) for minor islanded condition. (c) Simulation result for Synchronous Machine One (SM3) for minor islanded condition. 36. (a) Simulation result for the 3 phase rms currents at bus 1&2 for minor islanded condition. (b) Simulation result for the 3 phase rms voltages at bus 1&2 for a minor islanded condition. 37. Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2 during a major islanded condition. 38. (a) Results obtained from the protection block at bus 1 for a minor islanded condition. (b) Results obtained from the protection block at bus 2 for a minor islanded condition. 39. Graph showing comparison of the relays detection time at bus 2. 8|Page
  • 9. ACKNOWLEDGEMENT I would like to thank the University of Guyana’s Faculty of Technology which provided me the opportunity to conduct this study. In particular, my supervisor, Dhanraj Bachai, whose knowledge and guidance played a key role in the success of this work. I would also like to thank Mr Blackman who provided me with the relevant information needed to help make this project a success. Also I would like to thank all my class mates for all the thoughtful and mind stimulating discussions we had, which prompted us to think beyond the obvious. Finally I cannot end without thanking my family and more so my wife ‘Priea Samaroo’, on whose encouragement, support, and advice, I have relied on throughout my studies. 9|Page
  • 10. INTRODUCTION Background Electric power industries were traditionally designed with the power distribution system assuming the primary substation being the sole source of power generation (as shown in Figure 1). Figure 1: Power system with centralized generation. With the introduction of Distributed Generation (DG) this assumption changes, that is, power source/s (DG) are placed within the power distribution system at points where support for active and reactive power is required after a load flow study is carried out (as shown in Figure 2). Figure 2: Decentralized power system with DG interconnected. 10 | P a g e
  • 11. Generating power on-site, rather than centrally, reduces cost of transmission, complexity, and inefficiencies associated with transmission and distribution. Recently there has been significant increase in the utilization of interconnected DG. The increasing incursion of DG was driven by improving cost and performance of both old-line and new technologies, and by customers and third parties seeking to reduce costs, increase local control of the energy resource, and increasing awareness of the important role of power system reliability [1]. Distribution generation generally applies to relatively small generating units at or near consumer site/s to meet specific consumer needs, to support economic operation of the existing distribution grid, or both. Reliability of service and power quality is enhanced by the proximity to the consumer and efficiency is often increased. While central power systems remain crucial to the local utility, their flexibility is limited. Large power generation facilities are very expensive and require immense transmission and distribution network to transmit the power. DG compliments central power by providing a relatively low capital cost in response to incremental increase in power demand while avoiding transmission and distribution capacity upgrades by placing power source/s within the already existing grid/network where it is most needed and by having flexibility to send power back into the grid when needed [2]. Some of the main technologies used in DG are photovoltaic system, wind power, fuel cells, microturbines and diesel generators. Each technology has limitation in their application and operation that makes them more or less suitable to meet the various aim of installing DG. 11 | P a g e
  • 12. Statement Of The Problem DG possesses inherent advantages, conversely it’s not without disadvantages. As a result, DG interconnection results in operating situation which does not occur in centralized power systems. These operating situation present unique engineering challenges to DG interconnection. This project deals with this particular operating situation that occurs at the interconnection or Point of Common Coupling (PCC) between DG plant and the rest of the power system in the event of a faulted condition, a situation hereafter refer to as Islanding. One of the new technical issues created by DG interconnection is unintentional islanding. Islanding occurs when a portion of the distribution system becomes electrically isolated from the remainder of the power system, yet continues to be energized by DG connected to the isolated subsystem (shown in Figure 3). The island is an unregulated power system. Its behavior is unpredictable due to the power mismatch between the load and generation and the lack of voltage and frequency control. The main concerns associated with such islanded systems are: [21]  The voltage and frequency provided to the customers in the islanded system can vary significantly if the distributed generators do not provide regulation of voltage and frequency and do not have protective relaying to limit voltage and frequency excursions, since the supply utility is no longer controlling the voltage and frequency, creating the possibility of damage to customer equipment in a situation over which the utility has no control. Utility and DG owners could be found liable for the consequences.  Islanding may create a hazard for utility line-workers or the public by causing a line to remain energized that may be assumed to be disconnected from all energy sources.  The distributed generators in the island could be damaged when the island is reconnected to the supply system. This is because the generators are likely not in synchronism with the system at the instant of reconnection. Such out-of-phase reclosing 12 | P a g e
  • 13. can inject a large current to the generators. It may also result in re-tripping in the supply system. [21]  Islanding may interfere with the manual or automatic restoration of normal service for the neighboring customers. [21] It can be desirable to permit such islanded operation to increase customer reliability, and this is often done where the DG provides backup power to the facility where it is installed. However, considerable engineering effort, control functionality, and communications infrastructure are necessary to make intentional islanding viable where the island includes a portion of primary system and other loads. Even greater requirements are necessary to coordinate the operation of more than one DG in an island. In general, if provision has not been made for islanded operation beyond the local facility load, any unintentional islands which do occur are undesired. Typically, according to IEEE 1547 a DG should be disconnected within 100 to 300 ms after loss of main supply [1]. Hence there’s need to quickly detect and eliminate unintentional DG supported islands in the event of a faulted condition. Ideally, the fault should be detected by the DG protection system and the DG tripped before the formation of an island. To achieve this each distributed generator must be equipped with an islanding detection device or anti islanding devices, such as, vector shift relay and ROCOF relay [4] [5]. Before After Figure 3: Utility Network before and after islanding has occurred. 13 | P a g e
  • 14. SCOPE OF WORK Overview This project will involve examining the national utility (GPL) network (single line diagrams) to identify potential unintentional islanding conditions, subsequently an equivalent of all the portions of the network with potential for islanding will be produced (in the form of a single line diagram). This equivalent single line diagram of the network containing the island/s will then be used to develop a Matlab/Simulink model. The model will contain anti islanding relays, such as, rate of change of frequency (ROCOF), vector surge, over/under voltage relays, over/under current relays and over/under frequency relays based on the principal governing their operation. The model will be simulated under a predefined or intentional islanding condition, so as to evaluate and determine the performance of these relays for the purpose of assisting electrical protection engineers in selecting the most appropriate protective devices and their corresponding settings for DG systems. 14 | P a g e
  • 15. Literature Review Rationale for anti-islanding protection: Anti-islanding capability is an important requirement for distributed generators. It refers to the capability of a distributed generator to detect if it operates in an islanded system and to disconnect itself from the system in a timely fashion. Failure to trip islanded generators can lead to a number of problems for the generator and the connected loads. The current industry practice is to disconnect all distributed generators immediately after the occurrence of islands. The main philosophy of detecting an islanding situation is to monitor the DG output parameters and system parameters, and based on system requirements whether or not an islanding situation has occurred from change in these parameters. Islanding detection techniques can be divided into remote and local techniques and local techniques can further be divided into passive, active and hybrid techniques as shown in Figure 4 [5]. Islanding Detection Remote Local Technique Technique Power Line Transfer Trip Passive Active Hybrid Signaling Scheme Technique Technique Technique Scheme Positive Rate of Change Reactive Power Voltage and Voltage/Current Rate of Change Vector Surge Phase/Frequency Feedback and of Output Export Error Reactive Power Unballance of Frequency Detection Shift Method Voltage Power Detection Shift Imballance Under/Over Under/Over Voltage Current Figure 4: Islanding detection techniques. 15 | P a g e
  • 16. Remote Islanding Detection Techniques Remote islanding detection techniques are based on communication between utilities and DGs. Although these techniques may have better reliability than local techniques, they are expensive to implement and hence uneconomical .Some of the remote islanding detection techniques are as follows: a) Power line signaling scheme These methods use the power line as a carrier of signals to transmit islanded or non-islanded information on the power lines. The apparatus includes a signal generator at the substation that is coupled into the network where it continually broadcasts a signal. Each DG is then equipped with a signal detector to receive this transmitted signal. Under normal operating conditions, the signal is received by the DG and the system remains connected. However, if an island state occurs, the transmitted signal is cut off because of the substation breaker opening and the signal cannot be received by the DG, hence indicating an island condition [4] [5]. This method has the advantages of its simplicity of control and its reliability. However there are also several significant disadvantages to this method, the fist being the practical implementation. To connect the device to a substation, a high voltage to low voltage coupling transformer is required. A transformer of this voltage capacity can be very expensive. Another problem for power line communication is the complexity of the network and the affected networks. A perfectly radial network with one connecting breaker is a simple example of island signaling; however, more complex systems with multiple utility feeders may find that differentiation between upstream breakers difficult [5]. b) Transfer trip scheme: The basic idea of transfer trip scheme is to monitor the status of all the circuit breakers and reclosers that could island a distribution system. Supervisory Control and Data Acquisition (SCADA) systems can be used for that. When a disconnection is detected at the substation, the transfer trip system determines which areas are islanded and sends the appropriate signal to the 16 | P a g e
  • 17. DGs, to either remain in operation, or to discontinue operation. Transfer trip has the distinct advantage similar to Power Line Carrier Signal that it is a very simple concept. With a radial topology that has few DG sources and a limited number of breakers, the system state can be sent to the DG directly from each monitoring point [5] [6]. The weaknesses of the transfer trip system are better related to larger system complexity cost and control. As a system grows in complexity, the transfer trip scheme may also become obsolete, and need relocation or updating. The other weakness of this system is control. As the substation gains control of the DG, the DG may lose control over power producing capability. If the transfer trip method is implemented correctly in a simple network, there are no non-detection zones of operation. Local Detection Techniques It is based on the measurement of system parameters at the DG site, like voltage, frequency, etc. It is further divided into passive, active and hybrid detection technique. 1. Passive detection techniques Passive methods work on measuring system parameters such as variations in voltage, frequency, harmonic distortion, etc. These parameters vary greatly when the system is islanded. Differentiation between an islanding and grid connected condition is based upon the thresholds set for these parameters. Special care should be taken while setting the threshold value so as to differentiate islanding from other disturbances in the system. Passive techniques are fast and they don’t introduce disturbance in the system but they have a large non detectable zone (NDZ) where they fail to detect the islanding condition [4] [5]. There are various passive islanding detection techniques and some of them are as follows: a) Rate of change of output power 𝑑𝑝 𝑑𝑡 The rate of change of output power, , at the DG side, once it is islanded, will be much greater than that of the rate of change of output power before the DG is islanded for the same rate of 17 | P a g e
  • 18. load change[7]. It has been found that this method is much more effective when the distribution system with DG has unbalanced load rather than balanced load. [5] [8] b) Rate of change of frequency 𝑑𝑓 𝑑𝑡 The rate of change of frequency, , will be very high when the DG is islanded. The rate of change of frequency (ROCOF) can be given by [9] = ∗ 𝑓 𝑑𝑓 ∆𝑝 𝑑𝑡 2𝐻𝐺 ROCOF: Where ∆𝑝 is the power mismatch at the DG side. H is the moment of inertia for the DG/system. G is the rated generation capacity of the DG/system. 𝑑𝑓 Large systems have large H and G where as small systems have small H and G giving larger 𝑑𝑡 value for ROCOF relay monitors the voltage waveform and will operate if ROCOF is higher than setting for certain duration of time. The setting has to be chosen in such a way that the relay will trigger for island condition but not for load changes. This method is highly reliable when there is large mismatch in power but it fails to operate if DG’s capacity matches with its local loads [5]. Figure 5: Equivalent Circuit of Synchronous Generator equipped with ROCOF Relay operating parallel with Utility [4,6]. 18 | P a g e
  • 19. Figure 5 presents an equivalent circuit of a synchronous generator equipped with a ROCOF relay operating in parallel with a distribution network. In this figure, a synchronous generator (SG) feeds a load (L). The difference between the electrical powers PSG supplied by the generator and PL consumed by the load is provided (or consumed) by the main grid. Therefore, the system frequency remains constant. If the circuit breaker (CB) opens, due to a fault for example, the system composed by the generator and the load becomes islanded. In this case, there is an electrical power imbalance due to the lost grid power PSYS This power imbalance causes transients in the islanded system and the system frequency starts to vary dynamically. Such system behavior can be used to detect an islanding condition. However, if the power imbalance in the islanded system is small, then the frequency will change slowly. Thus, the rate of change of frequency can be used to accelerate the islanding detection for this situation. [4, 5] The rate of change of frequency is calculated considering a measure window over a few cycles, usually between 2 and 50 cycles. This signal is processed by filters and then the resulting signal is used to detect islanding. If the value of the rate of change of frequency is higher than a threshold value, a trip signal is immediately sent to the generator CB. Typical ROCOF settings installed in 60-Hz systems are between 0.10and 1.20 Hz/s. Another important characteristic available in these relays is a block function by minimum terminal voltage. If the terminal voltage drops below an adjustable level Vmin , the trip signal from the ROCOF relay is blocked. This is to avoid, for example, the actuation of the ROCOF relay during generators start-up or short circuits. [5] c) Vector Shift Detection Vector Shift relay measures the change of phase angle of the voltage waveform to a known reference waveform. When an island state occurs, there can be an immediate phase shift by the DG to accommodate the change in power requirements. Once again, a threshold is set at the maximum phase jump allowed and if the DG system exceeds that threshold, the relay is triggered. [22] A synchronous generator equipped with a VS relay operating in parallel with a distribution network is depicted in Figure 6. 19 | P a g e
  • 20. Figure 6: Equivalent circuit of Synchronous Generator equipped with Vector Shift Relay operating parallel with Utility [4,6]. There is a voltage drop V between the terminal voltage V T and the generator internal voltage E I due to the generator current I SG passing through the generator reactance X d . Consequently, there is a displacement angle between the terminal voltage and the generator internal voltage, whose phasor diagram is presented in Fig. 7(a). In Fig. 6, if the CB opens due to a fault, for example, the system composed by the generator and the load L becomes islanded. At this instant, the synchronous machine begins to feed a larger load (or smaller) because the current I SYS provided (or consumed) by the power grid is abruptly interrupted. Thus, the generator begins to decelerate (or accelerate). Therefore, the angular difference between V T and E I is suddenly increased (or decreased) and the terminal voltage phasor changes its direction, as shown in Fig. 7(b). Analyzing such phenomenon in the time domain we see that the instantaneous value of the terminal voltage jumps to another value and the phase changes as depicted in Fig. 8, where the point ‘A’ indicates the islanding instant. Additionally, the frequency of the terminal voltage also changes. This behavior of the terminal voltage is called vector shift. VS relays are based on such phenomena. VS relays available in the market measure the duration time of an electrical cycle and start a new measurement at each zero rising crossing of the terminal voltage. The current cycle duration (measured waveform) is compared with the last one (reference cycle). In an islanding situation, the cycle duration is either shorter or longer, depending on if there is an excess or a deficit of active power in the islanded system, as shown in Fig. 8. 20 | P a g e
  • 21. This variation of the cycle duration results in a proportional variation of the terminal voltage angle, which is the input parameter of VS relays. If the variation of the terminal voltage angle exceeds a predetermined threshold, a trip signal is immediately sent to the CB. Usually, VS relays allow this angle threshold to be adjusted in the range from 2 to 20. The relay is also disabled if the magnitude of the terminal voltage drops below a threshold value to avoid false operation. Figure 7: Internal and terminal voltage phasors (a) before opening with CB (b) after opening with CB. Figure 8: Voltage Vector Surge. 21 | P a g e
  • 22. d) Voltage unbalance Once the islanding occurs, DG has to take change of the loads in the island. If the change in loading is large, then islanding conditions are easily detected by monitoring several parameters: voltage magnitude, current magnitude, and frequency change. However, these methods may not be effective if the changes are small. As the distribution networks generally include single-phase loads, it is highly possible that the islanding will change the load balance of DG. Furthermore, even though the change in DG loads is small, voltage unbalance will occur due to the change in network condition [11] [12]. Under/Over Voltage Under and over voltage are also used for passive islanding detection, and often as a complementary device coupled with frequency monitoring. Voltage variations occur as a result of a mismatch of reactive power. This relay operates on the principle that an excess of reactive power mismatch will drive the voltage up and a deficit of reactive power will drive the voltage down. Once the voltage falls out of the preset thresholds, the relay will open the breaker. Hence, by determining the voltage change or its rate of change, it is possible to detect island states that frequency effects alone cannot. Unfortunately, there is limited experience indicating that the reactive power measurement relay will have higher performance than frequency variations. As real power draw is often much greater than reactive power, a loss of mains is more likely to significantly change the active power than the reactive power. 22 | P a g e
  • 23. 2. Active detection techniques With active methods, islanding can be detected even under the perfect match of generation and load, which is not possible in case of the passive detection schemes. Active methods directly interact with the power system operation by introducing perturbations. The idea of an active detection method is that this small perturbation will result in a significant change in system parameters when the DG is islanded, whereas the change will be negligible when the DG is connected to the grid. a) Reactive power export error detection In this scheme, DG generates a level of reactive power flow at the point of common coupling (PCC) between the DG site and grid or at the point where the Reed relay is connected [14] [15]. This power flow can only be maintained when the grid is connected. Islanding can be detected if the level of reactive power flow is not maintained at the set value. For the synchronous generator based DG, islanding can be detected by increasing the internal induced voltage of DG by a small amount from time to time and monitoring the change in voltage and reactive power at the terminal where DG is connected to the distribution system. A large change in the terminal voltage, with the reactive power remaining almost unchanged, indicates islanding. [16]The major drawbacks of this method are it is slow and it cannot be used in the system where DG has to generate power at unity power factor. b) Phase (or frequency) shift methods Measurement of the relative phase shift can give a good idea of when the inverter based DG is islanded. A small perturbation is introduced in form of phase shift. When the DG is grid connected, the frequency will be stabilized. When the system is islanded, the perturbation will result in significant change in frequency. The Slip-Mode Frequency Shift Algorithm (SMS) uses positive feedback which changes phase angle of the current of the inverter with respect to the deviation of frequency at the PCC. A SMS curve is designed in such a way that its slope is greater than that of the phase of the load in the unstable region. [5] [17] 23 | P a g e
  • 24. The drawback of this method is that the islanding can go undetected if the slope of the phase of the load is higher than that of the SMS line, as there can be stable operating points within the unstable zone [18]. 3. Hybrid detection schemes Hybrid methods employ both the active and passive detection techniques. The active technique is implemented only when the islanding is suspected by the passive technique. Some of the hybrid techniques are as follows: a) Technique based on positive feedback (PF) and voltage imbalance (VU) This islanding detection technique uses the PF (active technique) and VU (passive technique). The main idea is to monitor the three-phase voltages continuously to determinate VU which is 𝑣 + 𝑠𝑞 given as 𝑉𝑈 = 𝑣 − 𝑠𝑞 V+Sq and V-Sq are the positive and negative sequence voltages, respectively. Voltage spikes will be observed for load change, islanding, switching action, etc. Whenever a VU spike is above the set value, frequency set point of the DG is changed. The system frequency will change if the system is islanded [19]. b) Technique based on voltage and reactive power shift In this technique voltage variation over a time is measured to get a covariance value (passive) which is used to initiate an active islanding detection technique, adaptive reactive power shift (ARPS) algorithm [20]. instead of current phase shift. The d-axis current shift, 𝑖 𝑑 or reactive power shift is given as 𝑘 The ARPS uses the same mechanism as ALPS, except it uses the d-axis current shift 24 | P a g e
  • 25. 𝑇 𝑎𝑣′ − 𝑇 𝑣 (𝑘) 𝑖 = 𝑘𝑑� 𝑘 � 𝑇𝑣 𝑑 (𝑘) Where; Tav' is the average of the previous four voltage periods. Uav is the mean of Tav' Tv is the voltage periods UV is the mean of TV kd is chosen such that the d-axis current variation is less than 1 percent of q-axis current in inverter's normal operation. The additional d-axis current, after the suspicion of island, would accelerates the phase shift action, which leads to a fast frequency shift when the DG is islanded [5]. 25 | P a g e
  • 26. METHODS/DESIGN APPROACH Detection of Islanded Power Systems An islanding situation should be detected soon after the island is formed. The basic requirements for a successful detection are:  The scheme should work for any possible formations of islands. Note that there could be multiple switchers, reclosers and fuses between a distributed generator and the supply substation. Opening of any one of the devices will form an island. Since each island formation can have different mixture of loads and distributed generators, the behavior of each island can be quite different. A reliable anti-islanding scheme must work for all possible islanding scenarios.  The scheme should detect islanding conditions within the required time frame. The main constraint here is to prevent out-of-phase reclosing of the distributed generators. A recloser is typically programmed to reenergize its downstream system after about 0.5 to 1 second delay. Ideally, the anti-islanding scheme must trip its DG before the reclosing takes place. 26 | P a g e
  • 27. Network Studied A detail examination of GPL’s DIS revealed that there were at least three cases that possess potential for islanding. Of these three cases, the Versailles/Lenora area was chosen to carry out the study, since the only DGs present in the DIS was found to be located in this area. From Garden Of Eden Figure 9: One line diagram for the Versailles/Lenora portion of GPL’s DIS. The one line diagram in Figure 9 shows the Versailles/Lenora portion of the DIS, and more so, the area of interest. However from visits made to Versailles it was found out that changes were made to the system that was not documented or updated in the one line diagram, changes such as, the ‘A1’ and ‘A3’ generator sets were no longer operational and there were three generators sets present at Lenora instead of two show in the diagram. Hence taking the network configuration as shown in the Figure 9 and the changes that were made to the system, a modified equivalent diagram was produced (shown in Figure 10). 27 | P a g e
  • 28. CB1 CB2 Figure 10: Modified Equivalent One Line Network Diagram. Since the four mobile Caterpillar sets (A2, A4,A7 and A8) at Versailles and the three (A1,A2 and A3) at Lenora all are the same model, that is, all having the same parameters, for connivance they were combined and model as a single generator at each location. The equivalent one line diagram is made up of the following: Generator G1 (A6) Generator G2 (A2, A4, A7 & A8) Model#: GM AB20-24 4 Mobile Caterpillar Generator set 3250 KVA 60Hz 4160V Model #: 3516 2000 KVA 60Hz 480V Generator G3 (A1 & A2) Model #: 3516 3 Mobile Caterpillar Generator set 2000 KVA 60Hz 480V 28 | P a g e
  • 29. Transformer T1 3750KVA 4160/13800V Δ/Υ Transformer T2 (4) & T3 (3) Garden of Eden (GOE) Interconnection 2500KVA 480/13800V Δ/Υ 3 phase current Source Feeders West Bank approx 5 MW West Coast approx 9 MW In creating the model shown in figure 11, it was found that Versailles and Lenora together have a generating capacity of 17.25 MVA (11.25 MVA at Versailles and 6.0 MVA at Lenora) plus power imported from GOE which is approximately 5.0 MVA, hence this gives a total of 22.25 MVA. However the total load demand of the two feeders (west coast and west bank) connected to Versailles and Lenora was found to be approximately 14 MVA, thus having a surplus of 8.25 MVA in generation. Therefore an assumption was made that all the generators either at Versailles or at Lenora was not in operation at the same time, hence this was taken into consideration when creating the model, that is, instead of combining all four of the mobile Caterpillar sets at Versailles only two was combined and modeled to produce 4 MVA, however, all three at Lenora was model as being in operation. 29 | P a g e
  • 30. Simulation model In order to investigate the performance of the different techniques used in island detection a simulation model was implemented. The model is based upon a specific portion of GPL’s Demerara Interconnected System (DIS) (shown in figure 10), and was created so that the model reflects the real system as much as possible. The behavior of the simulated system must be similar to what happens in a real situation. Figure 11: Matlab/Simulink model of Versailles and Lenora. Figure 11 shows the Matlab/Simulink model for the area of interest (Versailles and Lenora) and is based on the equivalent one line diagram depicted in figure 10. The model contain three synchronous generator (G1, G2 & G3), three transformers (T1, T2 & T3), two circuit breakers, a three phase source representing Garden Of Eden (GOE), one feeder for the west bank and one for the west coast each consuming 5 MW and 9 MW respectively and various monitoring and measuring blocks. 30 | P a g e
  • 31. The synchronous generated G1 is rated at 3250 KVA 60Hz 4160 V, G2 is a combination of four mobile Caterpillar sets each rated at 2000 KVA 60Hz 480 V and G3 is a combination of three mobile Caterpillar sets all with same ratings used for G2. The transformer T1 is rated at 3750KVA 4160/13800V Δ/Υ, T2 is a combination of four individual transformer each with ratings of 2500KVA 480/13800V Δ/Υ and T3 is a combination three individual transformer all with same rating as ones in T2. The three phase source representing GOE contribution to Versailles is based on the maximum short circuit current level during a line-to-ground fault between Versailles and GOE interconnection, multiplied by the line-to-line voltage (VA). Note: For all combination of generators and transformers, the rated power is summed and all impedances are parallel. Conditions for Islanding There are basically two conditions for islanding in the network studied. These conditions are: 1. When ‘CB1’ (circuit breaker 1) depicted in figure 10 is in the open position. That is, it disconnects the entire Versailles and Lenora from the rest of the DIS forming what we may refer to hereafter as a major island. The term major island is used because Versailles location is not considered to be distributed generation but since its at the end of the DIS where there’s only one interconnection from Versailles to the rest of the grid, any disruption in this connection can leave it isolated from the rest of the DIS and hence islanded. Also Lenora DG’s would also be considered to be a part of the Versailles Island as shown in figure 12. 2. When ‘CB2’ (circuit breaker 2) depicted in figure 10 is in the open position. Since it disconnect the DG’s at Lenora from the rest of the grid thus forming a minor island. A minor island since the Lenora location meets the criteria of being distribution generation and the resulting island will only be made up of the generators at Lenora. 31 | P a g e
  • 32. G1 T1 CB1 B1 G2 ~ CB2 3 Phase Source GOE T2 West Bank Major Island G3 T3 Minor Island B2 West Coast Figure 12: Distinction between Major and Minor Island and Conditions for Islanding in the Network Studied. 32 | P a g e
  • 33. Model Description Synchronous Machine (Alternator, Diesel Engine Speed & Voltage Control) Figure 13: Simulink model of a Synchronous Machine The Synchronous Machine block operates in generator or motor modes. The operating mode is dictated by the sign of the mechanical power (positive for generator mode, negative for motor mode). The model takes into account the dynamics of the stator, field, and damper windings. The equivalent circuit of the model is represented in the rotor reference frame (q&d frame). All rotor parameters and electrical quantities are viewed from the stator. The SM voltage and speed outputs are used as feedback inputs to the diesel engine speed & voltage control block which contains governor block as well as an excitation block. Three Phase Transformer Block (Two Winding) R1 L1 L2 R2 Rm Lm Figure 14: Simulink model of a three phase transformer and its equivalent circuit. This block implements a three-phase transformer using three single-phase transformers. The Linear Transformer block model shown consists of two coupled windings wound on the same core. The model takes into account the winding resistances (R1 and R2) and the leakage 33 | P a g e
  • 34. inductances (L1 and L2), as well as the magnetizing characteristics of the core, which is modeled by a linear branch (Rm Lm). The two windings of the transformer can be connected as follows:  Y  Y with accessible neutral  Grounded Y  Delta (D1), delta lagging Y by 30 degrees  Delta (D11), delta leading Y by 30 degrees Three-Phase Source Figure 15: Simulink model of a three phase source. Implement three-phase source with internal R-L impedance. The Three-Phase Source block implements a balanced three-phase voltage source with internal R-L impedance. The three voltage sources are connected in Y with a neutral connection that can be internally grounded or made accessible. You can specify the source internal resistance and inductance either directly by entering R and L values or indirectly by specifying the source inductive short-circuit level and X/R ratio. Note: For the model that was created, a three phase source was used to model Garden of Eden interconnection to Versailles and more so Versailles interconnection to the entire grid. For this source the short circuit level (VA) and X/R ratio was specified. 34 | P a g e
  • 35. Three-Phase Breaker Figure 16: Simulink model of a three phase breaker. The Three-Phase Breaker block implements a three-phase circuit breaker where the opening and closing times can be controlled either from an external Simulink signal (external control mode), or from an internal control timer (internal control mode). The Three-Phase Breaker block uses three Breaker blocks connected between the inputs and the outputs of the block. You can use this block in series with the three-phase element you want to switch. If the Three-Phase Breaker block is set in external control mode, a control input appears in the block icon. The control signal connected to this input must be either 0 or 1, 0 to open the breakers, 1 to close them. If the Three-Phase Breaker block is set in internal control mode, the switching times are specified in the dialog box of the block. The three individual breakers are controlled with the same signal. Three-Phase Parallel RLC Load Figure 17: Simulink model of a three phase parallel RLC load. The Three-Phase Parallel RLC Load block implements a three-phase balanced load as a parallel combination of RLC elements. At the specified frequency, the load exhibits constant impedance. The active and reactive powers absorbed by the load are proportional to the square of the applied voltage. 35 | P a g e
  • 36. RMS Block- Figure 18: Simulink model of a root mean square (rms) calculation block. This block measures the true root mean square value, including fundamental, harmonic, and DC components, of an instantaneous current or voltage. The RMS value of the input signal is calculated over a running average window of one cycle of the specified fundamental frequency, where f(t) is the input signal and T is 1/(fundamental frequency). Since this block uses a running average window, one cycle of simulation has to be completed before the output gives the correct value. The discrete version of this block allows you to specify the initial magnitude of the input signal. For the first cycle of simulation the output is held to the RMS value of the specified initial input. Three-Phase V-I Measurement Figure 19: Simulink model of a three phase voltage-current measurement block. The Three-Phase V-I Measurement block is used to measure instantaneous three-phase voltages and currents in a circuit. When connected in series with three-phase elements, it returns the three phase-to-ground or phase-to-phase peak voltages and currents. The block can output the voltages and currents in per unit (pu) values or in volts and amperes. 36 | P a g e
  • 37. If you choose to measure phase-to-ground voltages in per unit, the block converts the measured voltages based on peak value of nominal phase-to-ground voltage: where If you choose to measure phase-to-phase voltages in per unit, the block converts the measured voltages based on peak value of nominal phase-to-phase voltage: where If you choose to measure currents in per unit, the block converts the measured currents based on the peak value of the nominal current: where V nom and P base are specified in the Three-Phase V-I Measurement block dialog box. 37 | P a g e
  • 38. Display Block Figure 20: Simulink model of display block. The Display block shows value of an inputted signal. It accepts real or complex signals of the following data types: • Floating point • Built-in integer • Fixed point • Boolean • Enumerated Scope Block Figure 21: Simulink model of an oscilloscope (scope). The Scope block displays signal inputs with respect to simulation time and displays signal generated during the simulation. 38 | P a g e
  • 39. Protection Block Figure 22: Simulink model for the protection sub-system. The protection block is a sub-system that contains all the protection relays (shown in figure 22). These include the under/over current relay, under/over voltage relay, under/over frequency relay, rate of change of frequency (ROCOF) relay and the vector shift relay. Figure 23: Relays found inside the protection sub-system block 39 | P a g e
  • 40. Each relay is equipped with two display, one which indicate the status of the relay (‘1’ indicates a trip status) and the other displays and log the time at which the relay was activated or trip. Each relay is only activated once during the entire simulation, that is, at the first instance to which it senses an abnormal condition or a condition to which it was designed to sense/activate. The following is a detail description of all the relays contained in the protection block and their corresponding setting. Under/Over Current, Under/Over Voltage and Under/Over Frequency Relay Figure 24: (a) Simulink model of Under/Over Current Relay model. 40 | P a g e
  • 41. Figure 24: (b) Simulink model of Under/Over Voltage Relay model. Figure 24: (c) Simulink model of Under/Over Frequency Relay model. 41 | P a g e
  • 42. Figure 24 (a) depicts the Matlab/Simulink model of the under/over current relay. The operation of the model is based on the actual relay, where the line current (all three phases) of the system is monitored and compared to some preset thresholds (a maximum value for over current and minimum value for under current) and if the line current goes over or under these thresholds for a predetermined period then a trip signal is initiated. In the model, the line current (Iabc) is continually monitor and compared to the set thresholds, this comparison is done by using a ‘Relational Operator’, that is, instances where the line current is greater than (>) or less than (<) the maximum or minimum current value respectively, it outputs a signal to the On/Off delay. If this signal (output from the relational operator) remains at the input of the on/off delay for longer than the preset time a ‘trip’ signal is initiated and the time for which the trip signal was initiated is logged and display. It’s important to note that since an ‘OR’ gate was used at the output of the relay, for an abnormal condition in any of the three phases, a trip signal is initiated. The under/over voltage relay and the under/over frequency relay shown in figure 24 (b) and figure 24 (c) respectively operates on the same principle as the under/over current relay. In the case of the under/over voltage relay the only difference is that the parameter in which the relay monitors, that is, the under/over voltage relay monitors the three phase voltage, while the under/over current relay monitors three phase current and similarly the under/over frequency relay monitors the system frequency. However the setting of these relay will be different from each other. 42 | P a g e
  • 43. The Rate of Change of Frequency Relay Figure 24 (d): Simulink model of The Rate of Change of Frequency Relay (ROCOF). Figure 24 (d) shows the Simulink model of the rate of change of frequency relay. Unlike the rest of relay model describe thus far, the ROCOF relay accepts or monitor two inputs (frequency and terminal voltage Vt), therefore before the relay is activated two conditions must be satisfied. The frequency with time � �, the absolute value of the rate of change of frequency � � it is then 𝑑𝑓 𝑑𝑓 frequency is fed into a ‘Discrete Derivative’ block which calculates the rate of change of 𝑑𝑡 𝑑𝑡 compared (using a Relational Operator) to the ROCOF threshold and if it exceeds this threshold, the output of the relational operator goes ‘true’ and a ‘1’ is sent into the first input of the ‘AND’ gate. However before the ‘AND’ gate can output a signal to initiate a trip, another condition must be met, that is, the terminal voltage Vt (pu) of the generator is compared to a set threshold and if it exceeds this threshold the second input of the ‘AND’ gate goes ‘true’ (that is both condition is satisfied), hence the output of the ‘AND’ gate also goes ‘true’ which immediately starts the delay 43 | P a g e
  • 44. count down. If the ‘AND’ output remains ‘true’ for longer period than a predetermine time (set by the On Delay) then and only then a trip signal is initiated and the time of the trip is logged. Vector Shift Relay Figure 24 (e): Simulink model of a Vector Shift Relay. Figure 24 (e) depicts the Simulink model of a vector shift relay. Similar to the ROCOF relay, the vector shift relay also accepts or monitors two inputs (three phase voltage Vabc and terminal voltage Vt), and therefore two conditions must also be satisfied before the relay can activate. The relay monitors the three phase waveform and counts every complete cycle by detecting the rising edge of the wave, and at the same time the duration of each cycle or the period is measured. Since the model operates at frequency (f) of 60 Hz, therefore the period (T) will be 44 | P a g e
  • 45. equal to (1/f) 0.01667 seconds. Hence the model computes the duration of each period by dividing the cycle time by the number of completed period/s and then compares this value to 0.01667 seconds and any time value grater or less than the set threshold the first condition is reached. But before a trip is initiated the second condition must be met, that is, if the terminal voltage (Vt) exceeds the set threshold and both conditions are met then and only then a trip signal is sent and the time is logged. 45 | P a g e
  • 46. SIMULATION RESULTS Normal Conditions The complete model was simulated at normal condition for 5 seconds and the results obtained are shown below. Note: Since the purpose of the simulation is to compare performance of the relays with respect to time, a small sampling time was chosen for the simulation, more specifically 50 micro seconds. Therefore 5 seconds will be more than adequate for the entire simulation run time. Figure 25 (a), (b) and (c) shows the results obtained from the three synchronous generators used in the model. In each figure, the mechanical power input (Pmec), excitation voltage (Vf), terminal voltage (Vt) and speed all in per-unit is displayed. From looking at all three of the figures obtained for the generators (SM1, SM2 and SM3), it can be clearly seen that they system/model initially takes approximately 1 second to reach a steady state condition. Using the graphs, the steady state values of Pmec, Vf, Vt and speed can be approximated to the following: Steady State Approximated Values (pu) Synchronous Machines Pmec Vf Vt Speed SM1 0.255 1.500 1.000 1.000 SM2 0.315 0.910 1.000 1.000 SM3 0.289 1.360 1.000 1.000 Table 1: Steady state parameters for the Synchronous Machines used in the model, under normal operating conditions. 46 | P a g e
  • 47. Figure 25 (a): Simulation result of Synchronous Machine One (SM1). Figure 25 (b): Simulation result of Synchronous Machine Two (SM2). 47 | P a g e
  • 48. Figure 25 (c): Simulation result of Synchronous Machine Three (SM3). Figure 26 (a) and (b) shows the 3 phase voltages and currents at Bus 1 and 2 found in the system/model. The first figure (fig 26 a) shows the voltages and current for a three (3) seconds period after the simulation was started. It can be seen that the voltages Vabc at Bus 1 (i.e. Vabc_B1) and Vabc at Bus 2 (i.e. Vabc_B2) are relatively constant throughout the simulation while the currents Iabc at Bus 1 (i.e. Iabc_B1) and Iabc at Bus 2 (i.e. Iabc_B2) takes approximately one (1) second after the simulation has started to become constant. It can also be seen that the voltages at both Bus is approximately the same while the currents vary in value from each other. Figure 26 (b) shows and expanded portion of figure 26 (a). 48 | P a g e
  • 49. Figure 26 (a): Simulation result for 3 phase voltages and currents at bus 1 and bus 2. Figure 26 (b): Expanded view of the 3 phase voltages and currents at bus 1 and bus 2. 49 | P a g e
  • 50. Figure 27 (a): Simulation result for the 3 phase rms voltages at bus 1&2. Figure 27 (b): Simulation result for the 3 phase rms currents at bus 1&2. 50 | P a g e
  • 51. Figure 27 a, and b shows the 3 phase rms voltages and currents at bus 1 and 2 respectively, here again it can be clearly seen that the voltages in each phase are constant (approximately 13790 volts) after about 1 second into the simulation. The currents also follow the same pattern but vary in value at each bus, that is, the average rms value for the currents in all three phase is 61.60 Amps at bus 1 and 84.72 Amps at bus 2. Figure 28: Simulation result of the rate of change of frequency and frequency for bus 1 & bus 2. The final figure (fig 28) shows the frequency at bus 1 and 2 and their respective rate of change of frequency. As expected, both the frequency and the rate of change of frequency reach a steady state or become constant after the 1 second mark. It can also be observed that for a small change in frequency (60 to 60.4) results in a relatively large ‘rate of change of frequency’ or large df/dt (0 to 14). 51 | P a g e
  • 52. Islanded Condition Scenario 1: Formation of a Major Island (Loss of Grid) As mention earlier, a major island is formed when the interconnection between Garden of Eden (GOE) and Versailles is lost, hence completely isolating Versailles and Lenora (together) from the rest of the DIS or grid, a scenario which arises when CB1 (shown in figure 12) is in the open position. To achieve this scenario and for purpose of this project, CB1 was pre configured to open on all three phase, 3 seconds after the simulation was started hence forming a major island to illustrate the effects that an unintentional island has on a power distribution network. Hence the following results were obtained from this simulated scenario. Figure 29 (a): Simulation result for Synchronous Machine One (SM1) for a major islanded condition. 52 | P a g e
  • 53. Figure 29 (b): Simulation result for Synchronous Machine One (SM2) for major islanded condition. Figure 29 (c): Simulation result for Synchronous Machine One (SM3) for major islanded condition. 53 | P a g e
  • 54. Figure 29 a, b, and c shows the simulation results three synchronous generators, SM1, SM2 and SM3 under a major islanded condition. All three generators basically responded to the islanded or loss of grid condition in similar manner, that is, after the island was formed (3 seconds into the simulation), there were an immediate increase in mechanical power (Pmec) supplied to the generator since due to the loss in grid the three generator had to supplied the required power demand on their own, hence there were an increase in load to each generator. Also to counteract this increase there were also an increase in excitation voltage (Vf) to the alternator, we can also see that the terminal voltage (Vt) and speed of the generator was also affected by an increase load at each generator. Figure 30 (a): Simulation result for the 3 phase rms currents at bus 1&2 for major islanded condition. 54 | P a g e
  • 55. Figure 30 (b): Simulation result for the 3 phase rms voltages at bus 1&2 for a major islanded condition. Figure 31: Simulation result for the 3 phase voltages and current at bus 1&2 for a major islanded condition. 55 | P a g e
  • 56. Figure 31 shows the three phase voltages and currents at bus 1 and 2 and the effect that an islanding condition have on these values. Here we see a change in voltages or voltage wave form (highlighted in fig 31) at the instant when the island was formed (3 seconds into the simulation). We can also see a significant change in the currents or current waveform at both buses. Figure 32: Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2 during a major islanded condition. The above figure shows the effect that an islanded condition has on the frequency of a power system or distribution network. From the figure we can see that the formation of the island had the same effect on the frequency at both the bus. At the instant where the island was formed, we can observer that there was a sharp decline in frequency, that is, the frequency drop from 60 Hz to about 58 Hz in very short time (approximately 0.25 second). The figure also shows the corresponding rate of change of frequency (df/df) for this change in frequency, where a change of 60 Hz to 58 Hz corresponds to a df/dt of -12 Hz/s (where the minus sign indicates a drop in frequency). 56 | P a g e
  • 57. Figure 33 (a): Results obtained from the protection block at bus 1 for a major islanded condition. 57 | P a g e
  • 58. Figure 33 (b): Results obtained from the protection block at bus 2 for a major islanded condition. 58 | P a g e
  • 59. BUS 1 BUS 2 Relays Relays Trip Status Trip Time (s) Detection Time (s) Trip Status Trip Time (s) Detection Time (s) ROCOF 1 3.068 0.068 ROCOF 1 3.057 0.057 Vector Shift 1 3.073 0.073 Over Current 1 3.107 0.107 Over Current 1 3.120 0.120 Under Frequency 1 3.135 0.135 Under Frequency 1 3.135 0.135 Over Voltage 1 3.144 0.144 Over Voltage 1 3.144 0.144 Under Voltage 1 3.477 0.477 Under Voltage 1 3.477 0.477 Vector Shift 1 4.175 1.175 ___ ___ ___ ___ Under Current 0 Under Current 0 ___ ___ ___ ___ Over Frequency 0 Over Frequency 0 Table 2: Combine results for Relay Protection Blocks 1 and 2 for a major islanded condition. The table above shows the results obtained for the relay protection blocks 1 and 2 monitoring buses 1 and 2 respectively. The table shows the ‘trip statuses’, ‘trip time’ and the ‘island detection time’ for each relay. The trip status is represented by either a ‘1’ or a ‘0’, where ‘1’ indicates a trip or relay activation and a ‘0’ represent no detection. Since the island condition occurred exactly three seconds into the simulation, the trip time shows the time elapse after the specific relays were activated and finally the detection time shows the time take for the relay to respond to the island condition in ascending order. Comparing the relays performance by detection time, where the shortest time taken to detect the island condition the greater the performance we see that at both busses or at both protection block the ROCOF relay out performs the others. It can also be seen that at bus 1 the relay with the longest detection time was the under voltages relay, similarly the relay with the longest detection time at bus 2 was the vector shift relay. And finally the under current and the over frequency failed entirely to detect the island condition. 59 | P a g e
  • 60. Relay Peotection at Bus 1 0.500 Relay Performance ROCOF 0.450 Decrease 0.400 0.350 Vector Shift Detection Time (s) Over Current 0.300 Under Frequency 0.250 Over Voltage 0.200 Under Voltage 0.150 0.100 0.050 Relays 0.000 Figure 34 (a): Graph showing comparison of the relays detection time at bus 1. Relay Protection at Bus 2 1.200 Relay Performance ROCOF 1.000 Decrease Over Current Under Frequency Detection Time (s) 0.800 0.600 Over Voltage Under Voltage Vector Shift 0.400 0.200 Relays 0.000 Figure 34 (b): Graph showing comparison of the relays detection time at bus 2. 60 | P a g e
  • 61. Figure 34 (a) and (b) shows a graphical comparison of the different relays detection time, where the performance of each relay decreases with an increase in detection time. It can be observe that the detection time or the behavior of each relay differs depending on the location placed or the point at which it is monitoring (i.e. bus 1 or bus 2). For example the vector shift relay was the second relay at bus 1 to detect the island but at bus 2 it was the last, that is, at bus 1 it took 0.073 seconds to detect the island but at bus 2 it took 1.175 seconds which is approximately 16 times longer. It can also be observed that over current, under frequency and the over voltage relays trip in the same order at both buses but with different detection times. 61 | P a g e
  • 62. Scenario 2: Formation of a Minor Island. As stated earlier, a minor island is formed when the DGs’ at Lenora is disconnected or isolated from Versailles and the rest of the DIS. Since there is only a single connection between Lenora and Versailles, any disruption in this connection results in the formation of an island. For the purpose of this project this scenario will be achieve by intentionally configuring CB2 (shown in figure 12) to open on all three phases 3 seconds into the simulation thus forming a minor island and observing the effects of the island condition on the portion of the network. Hence the following results were obtained from this simulated scenario. Figure 35 (a): Simulation result for Synchronous Machine One (SM1) for minor islanded condition. 62 | P a g e
  • 63. Figure 35 (b): Simulation result for Synchronous Machine One (SM2) for minor islanded condition. Figure 35 (c): Simulation result for Synchronous Machine One (SM3) for minor islanded condition. 63 | P a g e
  • 64. Figures 35 (a), (b) and (c) shows the results obtained for the three synchronous machines/generators (SM1, SM2, and SM3). It can be seen that SM1 and SM2 located at Versailles was not affected much by the minor island formed at Lenora, that is, the operating parameters (Pmec, Vf, Vt and the speed) were all maintained at an appreciable level. However the DG at Lenora was severely affected since it was the source of the island and it was left to supply a load that was far over its capacity. From figure 35 (c) we can see that due to an increase in load there were an increase in mechanical power (Pmec) and excitation voltage (Vf) required and since the DG could not have satisfied this increased load demand, the terminal voltage (Vt) and speed decreased. Figure 36 (a): Simulation result for the 3 phase rms currents at bus 1&2 for minor islanded condition. 64 | P a g e
  • 65. Figure 36 (b): Simulation result for the 3 phase rms voltages at bus 1&2 for a minor islanded condition. For the 3 phase rms currents and voltages at bus 1and 2 illustrated in figures 36 (a) and (b) respectively, we see again that there were no major disturbance in voltages and current at bus 1 located at Versailles, however there were severe disturbances in the currents and voltages at bus 1 located at Lenora due to the islanded condition of the DG. In figure 37 we can observe that there was some amount of disturbance in the frequency at bus 1, however the extent of the disturbance would be determine by the protection block and whether it cause a trip in any of the frequency monitoring relays. Conversely we can notice that the frequency at bus 2 was significantly affected by the formation of this islanded condition. 65 | P a g e
  • 66. Figure 37: Simulation result of the rate of change of frequency and frequency at bus 1 and bus 2 during a major islanded condition. Figure 38 (a): Results obtained from the protection block at bus 1 for a minor islanded condition. 66 | P a g e
  • 67. Figure 38 (b): Results obtained from the protection block at bus 2 for a minor islanded condition. Figures 38 (a) and (b) shows the results obtained from protection blocks 1 and 2 respectively, at buses 1 and 2. From figure 39 (a) it can be observed that there were no trips in any of the relays in protection block 1 (which monitors bus 1) resulting from the islanded condition, this was expected since the results obtained (for the minor island) showed no disturbances in the voltages, currents or frequency. However figure 38 (b) showed multiple trips in various relays, which is shown in details in the table below. 67 | P a g e
  • 68. Protection Block 2/BUS 2 Relays Trip Status Trip Time (s) Detection Time (s) Vector Shift 1 3.035 0.035 ROCOF 1 3.036 0.036 Over Current 1 3.102 0.102 Under Frequency 1 3.115 0.115 Over Voltage 1 3.136 0.136 Under Voltage 1 4.743 1.743 Under Current 0 ___ ___ Over Frequency 0 ___ ___ Table 3: Results obtained for Relay Protection Block 2 for a minor islanded condition. The table above shows the results obtained for the relay protections block 2 monitoring bus 2. Here again the table shows the ‘trip statuses’, ‘trip time’ and the ‘island detection time’ for each relay. Comparing the relays performance by detection time, where the relay performance decreases with the increase in detection time, we see that the vector shift relay has the shortest detection time (0.035 seconds), that is, it was first to detect the islanded condition and the ROCOF relay comes in second at 0.036 seconds and the last to detect the island was the under voltage relay taking 1.743 seconds. And here again the under current and the over frequency failed entirely to detect the island condition. 68 | P a g e
  • 69. Relay Protection at Bus 2 1.800 1.600 1.400 Detection Time (s) 1.200 Vector Shift 1.000 ROCOF 0.800 Over Current 0.600 Under Frequency 0.400 Over Voltage 0.200 Under Voltage 0.000 Relays Figure 39: Graph showing comparison of the relays detection time at bus 2. Figure 39 shows a graphical representation of the different relays detection time. Here is can be seen that the ROCOF and the vector shift relays had the fastest detection time with a difference of 0.001 seconds. It can also be observed that over current, under frequency and the over voltage relays trips were nearer to each other and in the same order as noticed in the first scenario or in the major islanded condition. 69 | P a g e
  • 70. CONCLUSION Distributed generator interconnections near consumers have created new challenges for protection engineers. The typical protection configurations such as unplanned islanding and reclosing of distributed generator systems need to be address. Section 4.4.1 of the IEEE 1547 standard states: “For an unintentional island in which the DG energizes a portion of the area electrical power system through the point of common coupling, the DG interconnection system shall detect the island and cease to energize the Area electrical power system within one second of the formation of an island” [1]. This thesis describes and compares different local islanding detection techniques. Fast and accurate detection of islanding is one of the major challenges in today’s electrical power distribution system with many distribution systems already having significant introduction of DGs. Islanding detection is also important as islanding operation of distributed system is seen a viable option in the future to improve the reliability and quality of the power supplied. From the results obtained from the various simulations, it is apparent that anti-islanding relays such as the Rate of Change of Frequency (ROCOF) and the Vector Shift relay has significant performance with respect to detection time over traditional relays, such as, Under/Over Current, Under/Over Voltage and Under/Over Frequency relays, where the ROCOF and Vector Shift relays had a detection time of at least three (3) times faster that these traditional protection relays. Also some relays (over frequency and the under current) relays failed entirely to detect the islanded condition in both scenarios. Consequently from the research carried out and the results/evidence provided by the Matlab/Simulink simulations and also in keeping with international standards (more so IEEE 1547), it is of the views of the researcher that the implementation of these anti-islanding relays (ROCOF and Vector Shift) on electrical power distribution system and more so, those containing Distribution Generators is imperative for maintaining good quality of power and also for safe and effective operation. 70 | P a g e
  • 71. RECOMMENATION The results obtained showed evidence that the Rate of Change of Frequency and the Vector Shift relays were better at detecting the formation of island than the traditional relays that is currently used by the national utility (GPL). It was also seen from the simulation the effects that unintentional islanding can have on a power distribution network. Therefore to minimize these effects and also in keeping with international standards for interconnected systems, it is therefore recommended that these anti-islanding relays (ROCOF and Vector Shift) are implemented within the DIS at points where may possess potentials for the formation of island. 71 | P a g e
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