SlideShare a Scribd company logo
1 of 8
Control Theory and Informatics www.iiste.org
ISSN 2224-5774 (print) ISSN 2225-0492 (online)
Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering
46
Automatic Generation Control Problem in Interconnected Power
Systems
Naimul Hasan, Shahida Khatoon, Ibraheem, Nizamuddin & Yadav Singh
Department of Electrical Engg., Faculty of Engg. & Tech.,
Jamia Millia Islamia, New Delhi-110025.
e-mail: ibraheem_2k@yahoo.com
Abstract
The present article is aimed to discuss the various operational and control aspects of interconnected power
systems. The structure of present day power systems is discussed and it is followed by the identification of
automatic generation control (AGC) problem among the overall control of interconnected power systems. The
article describes the duties and functional areas of AGC in a power system. The relevant aspects of frequency
deviations and associated operating controls, structure of frequency control loops and functions of typical AGC
system are described.
Keywords: Interconnected power systems, EHVAC/DVDC transmission links, Control function hierarchy,
Subsystems, Primary, secondary and emergency control.
1. Introduction
The challenge of supplying reliable and good quality of electrical energy at a reasonable cost to the consumers is
one of the prime objectives of the planners of the nation. The electric power system is one of the oldest
infrastructures. The quality, reliability and the cost are important features which provide the basis of attracting
consumers in a country. The per capita consumption of electrical energy has been considered as the prime index
to evaluate the overall development of any country. In developing countries like India, there has been a wide gap
between the electric energy demand and its production. The power engineers and the government agencies along
with public sectors are continuously putting their best efforts to improving infrastructure and minimize this gap.
Due to best efforts, this gap has been narrowed down to great extent, but still a gap exists. The installed capacity
in India has increased about more than seventy times and annual electricity generation by about ninety five times
in more than sixty years after independence. The transmission and distribution network in India have also
expanded to the population accordingly. Still electrical power is not sufficiently available to a large section of
Indian people living in rural areas. According to projections, the requirement of power will almost be double in
the next 15 years [1]. The important reasons for this are exponential growth of population and the continuous all-
round development in the country. Therefore, the power engineers, planners, economists and technologists are
visualizing the challenges to come in future and searching out the means to meet these challenges effectively.
The installation of electric power generating stations in the country are associated with technological, economic,
social, regional, eco-friendly and most importantly the political considerations. Therefore, the power generating
stations are located at remote locations from the load centers. However, for economical and technical reasons,
most of the systems are electrically interconnected into vast power grids which are subdivided into regional
operating groups called power pools. Each individual power system within such a pool operates technically and
economically independently, but they are dependent on other pool members in respect to generation and
scheduling aspects for which they have binding through a mutual contract. There are numerous advantages
associated with operating in interconnected or pool fashion like; provision of construction of larger and more
economical generating units and the transmission of large blocks of energy from the generating sources to major
loads, reduced reserves requirements by sharing of capacity between areas and sectors, capacity savings from
time zone and random diversity, capacity savings by seasonal exchange of capacity between areas which have
opposing winter and summer needs, transmission facility of off-peak energy, flexibility to meet unforeseen
emergency demands and importantly to have technical benefits out of the uses of the variability in generation
mixes and load patterns[2].
The operation of power system in an interconnected fashion system usually leads to improved system security
also. These benefits have been recognized from the beginning and hence, interconnections between the power
pools continue to grow. The duties of the transmission system as an interconnection are not only to handle the
largest blocks of power, it also interconnects all the generator stations and all the major loading points in the
system. The energy can be routed, generally, in any desired direction on the various links of the transmission
system in a way that corresponds to best overall operating economy or best serves a technical objective. Via
interties, transport of energy can take place to or from other power systems belonging to the same power pool.
For successful, stable and reliable operation of interconnected power system, a technically compatible
transmission system to act as pool interconnection is essentially required.
Control Theory and Informatics www.iiste.org
ISSN 2224-5774 (print) ISSN 2225-0492 (online)
Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering
47
The requirements of compatible interconnection have been successfully fulfilled by EHV AC transmission lines.
However, many problems are identified with these types of interconnections when used for long distance
transmission of electrical power. To circumvent these, HVDC transmission systems have emerged at power
scenario. Already, a considerable number of HVDC transmission links have been laid down and many projects
are in progress. It is expected that HVDC transmission lines will have a major share in over all transmission
network infrastructure in the years to come. With these developments, operational and control problems of such
systems will be a challenging task for power engineers.
2. Power System Operation and Control
To control the power system in all conditions of operation, there is need for decomposition by operational mode
arises. The real time operation of the power system may exist in one of the four operating states namely, normal
state, preventive state, emergency state and restorative states. The main objective of power system operation is to
keep system in the normal state as long as possible which can be achieved by fulfilling the following conditions;
All the load flow equations are satisfied and load demands must be met at minimum cost subject to
constraints on amount of spinning reserve.
The operating frequency of power system is constant
The bus voltage is within narrow prescribed limits.
Power system components are not overloaded.
Normally, most of the time the power system operates in normal operating states. In this state the power system
is operated so that the demands of all consumers are satisfied at standard frequency and voltage. However, the
contingencies those are likely to change the operating state of the power system to an emergency state. If a
contingencies likely to occur such that power system may not be able to return to the normal state of operation,
then the power system operation transits to preventive state of the operation. The assumption here is that by
taking corrective action in anticipation the power system can be made to remain in the normal operating state. It
is possible and often desirable to combine the normal and preventive modes into a single power system operating
mode. If a contingency has occurred such that the consumer demand cannot be maintain at prescribed voltages
and frequencies, then the power system transits to emergency mode of operation while economics is completely
sacrificed. Once the power system has gone into emergency mode then the power system has to be brought back
to the normal or preventive operating state via the restorative operating mode.
The time hierarchy of execution of control functions in power system arises because of the extremely wide range
of response time inherent in power system operation and control. Time decomposition is always carried out to
subdivide a difficult problem into smaller sub-problems [3,4]. The overall operation and control of a power
system on time scale may be clubbed in four major groups as described by Table-1. In this Table, there are still
some slower and faster functions than the time decomposition which are not mentioned here. For example,
maintenance scheduling has a time scale of days while relay action is faster than governor action.
Table 1. Time Hierarchy of Control Functions in Power System
Sr. No. Control functions Time scale
1 Governor action Few seconds
2 Automatic generation Control (AGC) Many seconds
3 Economic dispatching (ED) Minutes
4 Unit Commitment (UC) Hours
It often happen that control functions at higher level take place with a slower time scale than control function at a
lower level. An example of this that UC control action take place at interconnected power system levels while
EC, AGC and governor action take place at individual plants level. However this is not a general rule. For
example boiler control action done at the power plant level can be slower than AGC done at system level [3-4].
Apart from that control functions for governor action and AGC are executed as on line functions while unit
commitment and other slower functions (i.e. maintenance, planning etc.) are considered to be executed as off-
line functions. The economic dispatch is carried out as on-line and off-line function depending upon the situation.
The power system has its variable characteristics in terms of generation, transmission, distribution and utilization.
The operation of such power systems is associated with diversified characteristics. However, each utility must
have some set of regulations and operating norms mandatory, which must be followed by its control centre for its
successful effective operation and control. Modern power system is a complex system consists of many
interacting subsystems. Several levels of controls are involving complex arrays of devices and are used to meet
the requirements of the power system. Fig. 1. represents sub-systems of power systems for its operation and
associated control [5].
This overall structure consists of (i) generating units controls (ii) system generation controls and (iii)
transmission controls. Each generating unit has prime mover controls. The controllers of prime mover are
designed considering speed regulation and control of energy supply system variables such as boilers pressure,
Control Theory and Informatics www.iiste.org
ISSN 2224-5774 (print) ISSN 2225-0492 (online)
Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering
48
temperature, and flows. However, the generator voltage and reactive power output is regulated by excitation
control while the desired MW outputs of the individual generating units are obtained by the system generation
control.
The prime objective of the generating unit controls is to balance the total system generation against system load
and losses so that the desired frequency and power interchange with neighbouring control areas is maintained.
The transmission controls is consists of power and voltage control devices, such as static VAR compensators,
synchronous condensers, switched capacitors and reactors, tap-changing transformers, phase-shifting
transformers, and HVDC transmission controls. As described above, the controls of power system contributed to
the satisfactory operation of the power system by maintaining system voltages and frequency and other system
variables within their acceptable limits.
3. Automatic Generation Control
In a power system, the frequency deviations are mainly due to real power mismatch between generation and load,
where as voltage variations are due to reactive power imbalance in the system. The reactive power is produced
close to requirements as involves only capital cost but no fuel cost and it is not exported on the lines to avoid
large transmission losses. However, for successful operation of a power system active power balance can be
achieved by controlling the generation and it is called automatic generation control (AGC). The control loops of
these two parameters, therefore, assumed to be decoupled [2-3]. Moreover, a sustained frequency deviation
directly affects power system operation, security, reliability, and efficiency by damaging equipment, degrading
load performance, overloading transmission lines, and undesirable triggering of the power system protection
devices [6].
Fig. 1. Subsystems of a power system and associated controls
Control Theory and Informatics www.iiste.org
ISSN 2224-5774 (print) ISSN 2225-0492 (online)
Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering
49
The AGC is a significant control process that operates constantly to balance the generation and load in power
systems at a minimum cost. The AGC is responsible for frequency control and power interchange, as well as
economic dispatch. AGC provides an effective mechanism for adjusting the generation to minimize frequency
deviation and regulate tie-line power flows. The AGC system realizes generation changes by sending signals to
the under-control generating units. The performance of an AGC system is highly dependent on how quickly and
effectively generating units respond to the commands. However, the response characteristics of generating unit
are associated with numerous factors, such as type of unit, fuel, control strategy, and operating point. Since the
frequency generated in the power system network is proportional to the rotation speed of the generator, the
problem of frequency control may be directly converted into a speed control problem of the turbine generator
unit. This is initially done by augmenting a governing mechanism that senses the generator speed, and adjusts the
input valve for changing the mechanical power output to track the load change and for restoring nominal
frequency value.
4. Frequency Deviations and Associated Controls
The primary, secondary and emergency control are classified based on the magnitude of frequency deviations.
These are shown Fig. 2. For a typical power system operating at 50 Hz nominal frequency, the ranges of
frequency deviations and type of control actions are described in Table-2. The accepted standard value of
frequency in Hz is also shown by Table-2.
Fig. 2. Frequency deviations and associated operating controls
No
controller
required
f0
Frequency
(Hz)
∆f1
2
f0
-
∆f2
2
f0
-
∆f3
2
f0
-
∆f4
2
f0
-∆f1
2
f0
+
∆f2
2
f0
-
∆f3
2
f0
-
∆f4
2
f0
-
PrimaryControl
SecondaryControl
TertiaryControl
PrimaryControl
SecondaryControl
TertiaryControl
Emergency
Secondary
Primary Control
Control Theory and Informatics www.iiste.org
ISSN 2224-5774 (print) ISSN 2225-0492 (online)
Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering
50
Table 2.Frequency Deviations and Associated Operating Controls
Sr.
No.
Range of frequency
(F)
Range of
frequency
at 50 Hz
Types of operation Types of Control
1
2
f
f 10 ∆
−
to
2
f
f 10 ∆
+
50.05 to 49.95 Normal
No controller is
required
2
2
f
f 20 ∆
−
to
2
f
f 20 ∆
+
50.20 to 50. 05
and 49.8 to 49.95
Normal operation Primary control
3
2
f
f 30 ∆
−
to
2
f
f 30 ∆
+
50.20 to 51.00
and 49.80 to
49.00
Off-normal
operation
Secondary control
(AGC)
4
2
f
f 40 ∆
−
to
2
f
f 40 ∆
+
above 51.00
and below 49.00
Emergency
operation
Emergency control
Fig. 3. Frequency control loops
The nominal frequency f0 and frequency deviations ∆f1, ∆f2, ∆f3 and ∆f4 show frequency variation range
corresponding to the different operating conditions based on the accepted frequency operating standards.
However the natural governor response known as the primary control, the supplementary control (AGC), or
secondary control, and emergency control may all be required to maintain successful operation of the power
system. The detailed functional block diagram representing primary control loop, supplementary control loop
and emergency control loop are shown in Fig. 3. The typical dynamic responses of power system to a generating
power plant trip event, with the responses of primary, supplementary and emergency control are plotted in Fig. 4.
uP
Power
System
Network
Under frequency
load shedding
AGC
Governor
Generator
Connection and
tripping of the
power system
Generation side control Demand side control
Emergencycontrol
Primary control
Supplementary
Control
Operator
uLS
f
∆f
df
dt
∆f
∆Ptie
uPS
uTU
∆f
uS
Control Theory and Informatics www.iiste.org
ISSN 2224-5774 (print) ISSN 2225-0492 (online)
Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering
51
0 5 10 15
48.8
49
49.2
49.4
49.6
49.8
50
50.2
Time (sec)
Frequency(Hz)
Primary Control
Secondary Control
Emergency Control
Fig. 4 Primary, secondary and emergency control
Needless to say that for satisfactory operation of a power system, the frequency should remain as near as
nominal system frequency. Under normal operation of power system, the small frequency deviations can be
controlled by the primary control loop. Depending on the type of generation, the real power delivered by a
generator is controlled by the mechanical power output of a prime mover such as a steam turbine, gas turbine,
hydro turbine, or diesel engine. As shown in Fig. 3, a synchronous generator is equipped with a primary
frequency control loop. The speed governor senses the change in frequency (∆f) via the primary control loop. In
fact, primary control performs a local automatic control that delivers reserve power in opposition to any
deviation in nominal frequency. The speed changer in speed governing system provides an incremental change
(up) in steady state power output setting for the turbine. The speed governor on each generating unit provides the
primary speed control function, and all generating units contribute to the overall change in generation,
irrespective of the location of the load deviations, using their speed governing. However, primary control action
is not normally found adequate to restore the system frequency, particularly in an interconnected power system,
and the supplementary control loop is required to handle the situation.
For larger frequency deviation, AGC is responsible for regulating system frequency. In addition to primary
frequency control, a large synchronous generator may be equipped with a supplementary frequency control loop.
The combination of frequency deviation (∆f) and tie-line deviation (∆Ptie) is called area control error (ACE).
The supplementary loop gives feedback via ACE and incremental change (us) adds it to the primary control loop
through a dynamic controller. The incremental change in power generation function (uPS) is obtained from the
generator by using its input signals up and us from primary and secondary control loops respectively.
Following a significant fault, there is a serious load-generation imbalance associated with rapid frequency
changes. The AGC regulator may not be able to restore frequency via the secondary control loop. In this
situation, the emergency control and protection schemes, such as under-frequency load shedding (UFLS), are to
be initiated to reduce the risk of cascaded contingencies which may lead to interruption of power supply. In case
of emergency control, UFLS and protection system act as a tertiary control. Whenever secondary control system
fails to regulate undesirable change in operating condition, the UFLS control system senses the signals
(frequency and its derivative) and produce appropriate increment function (uLS) for load shedding while
protection unit produced increment change (uTU) for tripping of the power system network to get the power
system in nominal state.
5. Functions of AGC System in an Interconnected Power System
Typical AGC Systems In modern AGC schemes, the control actions are usually determined for each control area
of a power system at dispatch centre. Fig. 5 describes the functional diagram of a typical AGC system. The
power system is interconnected via tie-lines. In a control area all the generators not taking parts in AGC rather
than only few generators contribute for AGC. The functional diagram of AGC system is consisting of control
areas, economic dispatch centre (EDC) and various components of AGC system. The EDC receives daily
schedule for generators, dispatch the power economically and updates the schedule of power units in every 5
minutes [5].
Control Theory and Informatics www.iiste.org
ISSN 2224-5774 (print) ISSN 2225-0492 (online)
Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering
52
Information pertaining to tie line flows, system frequency, and unit MW loadings is telemetered to dispatch
centre, where the control actions are determined by a digital computer. However, the control equipment at the
power plants changes the reference set-points of the units up or down in proportion to the pulse length. With the
measurement of tie-line flow, its deviation, frequency deviation in ACE are obtained and raise/lower control
signal is given to the generation units (units which are on AGC) in every 1-2 sec for control of power units.
Fig. 5 Functional diagram of typical AGC system
6. Overview and Conclusions
An overview of structure of modern power systems is discussed comprehensively with due attention on the
requirement of proper type of interconnections for effectively delivering the electrical power to the loads/
consumers located at very far away from generating stations. The AGC problem in an interconnected power
system and its various aspects are also identified. The duties and functions of AGC schemes are also highlighted
so that AGC schemes can be designed and implemented effectively.
References
Report-2005, Central Electricity Authority, Govt. of India, [Online] Available: http://www.cea.nic.in/
O.I. Elgerd, Electric Energy Systems Theory: An Introduction, 2nd
Edition, McGraw-Hill: New York, USA, 1982.
Ibraheem, P. Kumar and D.P. Kothari, “Recent philosophies of automatic generation control strategies in
power systems”, IEEE Trans. on Power Systems, vol. 20, no. 1, pp. 346-357, 2005.
F.C. Schweppe and S.K. Mitter, “Hierarchical system theory and electric power systems”, Proc. Real Time
Control of Electric Power Systems, Baden, Switzerland, pp. 259-276, 1971.
P. Kundur, Power System Stability and Control, McGraw-Hill: New York, USA, 1994.
H. Bevrani and T. Himaya, Intelligent Automatic Generation Control, CRC Press (Taylor and Francis Group):
UK, 2011.
Calculate ACE
Control
AreaGenerators
not on AGC
Generation
on AGC
Other
Control areas
Other
Control areas
Tie-line
Tie-line
Generator scheduling
program executed day
before
Daily load schedule
for all generation
Calculate plant base points,
percentage participation
factors for plants on
control
Update
Emergency mode?
(i.e., ACE exceeds
limits)
orCalculate
target MW
AGCEDC
YesNo
MW
_
+
1- 2
seconds
Raise/lower
control signals
Once every
5 minutes
G
G
G
G
G
Tie-line
flow
Frequency
deviation
Time
deviation
This academic article was published by The International Institute for Science,
Technology and Education (IISTE). The IISTE is a pioneer in the Open Access
Publishing service based in the U.S. and Europe. The aim of the institute is
Accelerating Global Knowledge Sharing.
More information about the publisher can be found in the IISTE’s homepage:
http://www.iiste.org
CALL FOR PAPERS
The IISTE is currently hosting more than 30 peer-reviewed academic journals and
collaborating with academic institutions around the world. There’s no deadline for
submission. Prospective authors of IISTE journals can find the submission
instruction on the following page: http://www.iiste.org/Journals/
The IISTE editorial team promises to the review and publish all the qualified
submissions in a fast manner. All the journals articles are available online to the
readers all over the world without financial, legal, or technical barriers other than
those inseparable from gaining access to the internet itself. Printed version of the
journals is also available upon request of readers and authors.
IISTE Knowledge Sharing Partners
EBSCO, Index Copernicus, Ulrich's Periodicals Directory, JournalTOCS, PKP Open
Archives Harvester, Bielefeld Academic Search Engine, Elektronische
Zeitschriftenbibliothek EZB, Open J-Gate, OCLC WorldCat, Universe Digtial
Library , NewJour, Google Scholar

More Related Content

What's hot

input output characteristics of thermal plant
input output characteristics of thermal plantinput output characteristics of thermal plant
input output characteristics of thermal plantmathamramesh
 
Frequency Control of Power Systems
Frequency Control of Power SystemsFrequency Control of Power Systems
Frequency Control of Power SystemsSatya Sahoo
 
Traction Motors and Control
Traction Motors and ControlTraction Motors and Control
Traction Motors and ControlSANTOSH GADEKAR
 
power quality improvement in distrution system using D statcom
power quality improvement in distrution system using D statcompower quality improvement in distrution system using D statcom
power quality improvement in distrution system using D statcom7867867869
 
Inter Connected Power System(Turbine Speed Governing Mechanism )
Inter Connected Power System(Turbine Speed Governing Mechanism)Inter Connected Power System(Turbine Speed Governing Mechanism)
Inter Connected Power System(Turbine Speed Governing Mechanism )Raviraj solanki
 
POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF GRID CONNECTED WIND ENE...
POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF   GRID CONNECTED WIND ENE...POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF   GRID CONNECTED WIND ENE...
POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF GRID CONNECTED WIND ENE...Bharadwaj S
 
Introduction to energy storage requirements in Hybrid and.pptx
Introduction to energy storage requirements in Hybrid and.pptxIntroduction to energy storage requirements in Hybrid and.pptx
Introduction to energy storage requirements in Hybrid and.pptxAdwaithDinesh2
 
Ppt on diff. load curve
Ppt on diff. load curvePpt on diff. load curve
Ppt on diff. load curveCraZzy Shubh
 
Train Lighting System Seminor Presentation
Train Lighting System Seminor PresentationTrain Lighting System Seminor Presentation
Train Lighting System Seminor PresentationAkhil S
 
Power Factor
Power FactorPower Factor
Power FactorTim Cohen
 
Wind power plant
Wind power plantWind power plant
Wind power plantshrey1993
 
Electric traction ppt
Electric traction pptElectric traction ppt
Electric traction pptragulkncet
 
Selection criteria of motors for various applications
Selection criteria of motors for various applicationsSelection criteria of motors for various applications
Selection criteria of motors for various applicationsPrasanth Ravula
 
Cost of electricity generation
Cost of electricity generationCost of electricity generation
Cost of electricity generationSerajul Haque
 
Ppt turbo generator
Ppt turbo generatorPpt turbo generator
Ppt turbo generatorsunil kumar
 
Distribution System Automation
 Distribution System Automation  Distribution System Automation
Distribution System Automation Adithya Ballaji
 

What's hot (20)

input output characteristics of thermal plant
input output characteristics of thermal plantinput output characteristics of thermal plant
input output characteristics of thermal plant
 
Frequency Control of Power Systems
Frequency Control of Power SystemsFrequency Control of Power Systems
Frequency Control of Power Systems
 
Energy efficient motors
Energy efficient motorsEnergy efficient motors
Energy efficient motors
 
Traction Motors and Control
Traction Motors and ControlTraction Motors and Control
Traction Motors and Control
 
power quality improvement in distrution system using D statcom
power quality improvement in distrution system using D statcompower quality improvement in distrution system using D statcom
power quality improvement in distrution system using D statcom
 
Inter Connected Power System(Turbine Speed Governing Mechanism )
Inter Connected Power System(Turbine Speed Governing Mechanism)Inter Connected Power System(Turbine Speed Governing Mechanism)
Inter Connected Power System(Turbine Speed Governing Mechanism )
 
Reactive power compensation
Reactive power compensationReactive power compensation
Reactive power compensation
 
POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF GRID CONNECTED WIND ENE...
POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF   GRID CONNECTED WIND ENE...POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF   GRID CONNECTED WIND ENE...
POWER QUALITY IMPROVEMENT AND FAULT RIDE THROUGH OF GRID CONNECTED WIND ENE...
 
Train lighting system
Train lighting systemTrain lighting system
Train lighting system
 
Microturbine ppt
Microturbine pptMicroturbine ppt
Microturbine ppt
 
Introduction to energy storage requirements in Hybrid and.pptx
Introduction to energy storage requirements in Hybrid and.pptxIntroduction to energy storage requirements in Hybrid and.pptx
Introduction to energy storage requirements in Hybrid and.pptx
 
Ppt on diff. load curve
Ppt on diff. load curvePpt on diff. load curve
Ppt on diff. load curve
 
Train Lighting System Seminor Presentation
Train Lighting System Seminor PresentationTrain Lighting System Seminor Presentation
Train Lighting System Seminor Presentation
 
Power Factor
Power FactorPower Factor
Power Factor
 
Wind power plant
Wind power plantWind power plant
Wind power plant
 
Electric traction ppt
Electric traction pptElectric traction ppt
Electric traction ppt
 
Selection criteria of motors for various applications
Selection criteria of motors for various applicationsSelection criteria of motors for various applications
Selection criteria of motors for various applications
 
Cost of electricity generation
Cost of electricity generationCost of electricity generation
Cost of electricity generation
 
Ppt turbo generator
Ppt turbo generatorPpt turbo generator
Ppt turbo generator
 
Distribution System Automation
 Distribution System Automation  Distribution System Automation
Distribution System Automation
 

Similar to Automatic generation control problem in interconnected power systems

Differential game approach for the analysis of two area load frequency control
Differential game approach for the analysis of two area load frequency controlDifferential game approach for the analysis of two area load frequency control
Differential game approach for the analysis of two area load frequency controlIRJET Journal
 
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...IRJET Journal
 
Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...
Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...
Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...IJMTST Journal
 
LOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DG
LOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DGLOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DG
LOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DGIAEME Publication
 
Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...
Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...
Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...IJAPEJOURNAL
 
Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...
Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...
Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...IRJET Journal
 
IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...
IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...
IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...IRJET Journal
 
A New approach for controlling the power flow in a transmission system using ...
A New approach for controlling the power flow in a transmission system using ...A New approach for controlling the power flow in a transmission system using ...
A New approach for controlling the power flow in a transmission system using ...IJMER
 
Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...
Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...
Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...IJERA Editor
 
Improving Frequency Stabilization in Power System Network using Optimization ...
Improving Frequency Stabilization in Power System Network using Optimization ...Improving Frequency Stabilization in Power System Network using Optimization ...
Improving Frequency Stabilization in Power System Network using Optimization ...ijtsrd
 
Load Frequency Control of Three Area Power System using Fuzzy Logic Controller
Load Frequency Control of Three Area Power System using Fuzzy Logic ControllerLoad Frequency Control of Three Area Power System using Fuzzy Logic Controller
Load Frequency Control of Three Area Power System using Fuzzy Logic Controllerijtsrd
 
Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...
Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...
Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...ijtsrd
 
Power system operation Question and answers
Power system operation Question and answersPower system operation Question and answers
Power system operation Question and answersAdhithyaS5
 
Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...
Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...
Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...rahulmonikasharma
 
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...IRJET Journal
 
Transient Power Flow in Micro grids with Signal Stability Energy
Transient Power Flow in Micro grids with Signal Stability EnergyTransient Power Flow in Micro grids with Signal Stability Energy
Transient Power Flow in Micro grids with Signal Stability EnergyIOSR Journals
 
IRJET- Level of Service & Throughput Maximization at Operational Toll Plazas
IRJET- Level of Service & Throughput Maximization at Operational Toll PlazasIRJET- Level of Service & Throughput Maximization at Operational Toll Plazas
IRJET- Level of Service & Throughput Maximization at Operational Toll PlazasIRJET Journal
 
IRJET- Different Control Strategies for Power Control of Voltage Source Conve...
IRJET- Different Control Strategies for Power Control of Voltage Source Conve...IRJET- Different Control Strategies for Power Control of Voltage Source Conve...
IRJET- Different Control Strategies for Power Control of Voltage Source Conve...IRJET Journal
 

Similar to Automatic generation control problem in interconnected power systems (20)

Differential game approach for the analysis of two area load frequency control
Differential game approach for the analysis of two area load frequency controlDifferential game approach for the analysis of two area load frequency control
Differential game approach for the analysis of two area load frequency control
 
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...
IRJET- Analysis of Load Frequency Control for a Distributed Grid System Invol...
 
G011115473
G011115473G011115473
G011115473
 
Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...
Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...
Stability Improvement in Grid Connected Multi Area System using ANFIS Based S...
 
LOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DG
LOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DGLOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DG
LOAD FREQUENCY CONTROL IN TWO AREA NETWORK INCLUDING DG
 
Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...
Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...
Effects of the Droop Speed Governor and Automatic Generation Control AGC on G...
 
Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...
Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...
Power-Sharing of Parallel Inverters in Micro-Grids via Droop control and Virt...
 
IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...
IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...
IRJET- Load Frequency Control of an Interconnected Power System using Grey Wo...
 
A New approach for controlling the power flow in a transmission system using ...
A New approach for controlling the power flow in a transmission system using ...A New approach for controlling the power flow in a transmission system using ...
A New approach for controlling the power flow in a transmission system using ...
 
Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...
Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...
Adıgüzel Hydroelectric Power Plant’s Modelling and LoadFrequency Control by F...
 
Improving Frequency Stabilization in Power System Network using Optimization ...
Improving Frequency Stabilization in Power System Network using Optimization ...Improving Frequency Stabilization in Power System Network using Optimization ...
Improving Frequency Stabilization in Power System Network using Optimization ...
 
Load Frequency Control of Three Area Power System using Fuzzy Logic Controller
Load Frequency Control of Three Area Power System using Fuzzy Logic ControllerLoad Frequency Control of Three Area Power System using Fuzzy Logic Controller
Load Frequency Control of Three Area Power System using Fuzzy Logic Controller
 
Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...
Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...
Power Quality Improvement in Off-Grid Renewable Energy Based Power System usi...
 
Power system operation Question and answers
Power system operation Question and answersPower system operation Question and answers
Power system operation Question and answers
 
J010146169
J010146169J010146169
J010146169
 
Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...
Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...
Enhancement of Power Quality in Grid Connected Photovoltaic System Using Pred...
 
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
 
Transient Power Flow in Micro grids with Signal Stability Energy
Transient Power Flow in Micro grids with Signal Stability EnergyTransient Power Flow in Micro grids with Signal Stability Energy
Transient Power Flow in Micro grids with Signal Stability Energy
 
IRJET- Level of Service & Throughput Maximization at Operational Toll Plazas
IRJET- Level of Service & Throughput Maximization at Operational Toll PlazasIRJET- Level of Service & Throughput Maximization at Operational Toll Plazas
IRJET- Level of Service & Throughput Maximization at Operational Toll Plazas
 
IRJET- Different Control Strategies for Power Control of Voltage Source Conve...
IRJET- Different Control Strategies for Power Control of Voltage Source Conve...IRJET- Different Control Strategies for Power Control of Voltage Source Conve...
IRJET- Different Control Strategies for Power Control of Voltage Source Conve...
 

More from Alexander Decker

Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...Alexander Decker
 
A validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale inA validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale inAlexander Decker
 
A usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websitesA usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websitesAlexander Decker
 
A universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banksA universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banksAlexander Decker
 
A unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized dA unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized dAlexander Decker
 
A trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistanceA trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistanceAlexander Decker
 
A transformational generative approach towards understanding al-istifham
A transformational  generative approach towards understanding al-istifhamA transformational  generative approach towards understanding al-istifham
A transformational generative approach towards understanding al-istifhamAlexander Decker
 
A time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibiaA time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibiaAlexander Decker
 
A therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school childrenA therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school childrenAlexander Decker
 
A theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banksA theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banksAlexander Decker
 
A systematic evaluation of link budget for
A systematic evaluation of link budget forA systematic evaluation of link budget for
A systematic evaluation of link budget forAlexander Decker
 
A synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjabA synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjabAlexander Decker
 
A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...Alexander Decker
 
A survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incrementalA survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incrementalAlexander Decker
 
A survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniquesA survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniquesAlexander Decker
 
A survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo dbA survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo dbAlexander Decker
 
A survey on challenges to the media cloud
A survey on challenges to the media cloudA survey on challenges to the media cloud
A survey on challenges to the media cloudAlexander Decker
 
A survey of provenance leveraged
A survey of provenance leveragedA survey of provenance leveraged
A survey of provenance leveragedAlexander Decker
 
A survey of private equity investments in kenya
A survey of private equity investments in kenyaA survey of private equity investments in kenya
A survey of private equity investments in kenyaAlexander Decker
 
A study to measures the financial health of
A study to measures the financial health ofA study to measures the financial health of
A study to measures the financial health ofAlexander Decker
 

More from Alexander Decker (20)

Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...
 
A validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale inA validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale in
 
A usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websitesA usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websites
 
A universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banksA universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banks
 
A unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized dA unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized d
 
A trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistanceA trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistance
 
A transformational generative approach towards understanding al-istifham
A transformational  generative approach towards understanding al-istifhamA transformational  generative approach towards understanding al-istifham
A transformational generative approach towards understanding al-istifham
 
A time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibiaA time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibia
 
A therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school childrenA therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school children
 
A theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banksA theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banks
 
A systematic evaluation of link budget for
A systematic evaluation of link budget forA systematic evaluation of link budget for
A systematic evaluation of link budget for
 
A synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjabA synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjab
 
A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...
 
A survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incrementalA survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incremental
 
A survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniquesA survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniques
 
A survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo dbA survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo db
 
A survey on challenges to the media cloud
A survey on challenges to the media cloudA survey on challenges to the media cloud
A survey on challenges to the media cloud
 
A survey of provenance leveraged
A survey of provenance leveragedA survey of provenance leveraged
A survey of provenance leveraged
 
A survey of private equity investments in kenya
A survey of private equity investments in kenyaA survey of private equity investments in kenya
A survey of private equity investments in kenya
 
A study to measures the financial health of
A study to measures the financial health ofA study to measures the financial health of
A study to measures the financial health of
 

Recently uploaded

Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationKnoldus Inc.
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfNeo4j
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...panagenda
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesKari Kakkonen
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch TuesdayIvanti
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Scott Andery
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rick Flair
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditSkynet Technologies
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 

Recently uploaded (20)

Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog Presentation
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdf
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examples
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch Tuesday
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance Audit
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 

Automatic generation control problem in interconnected power systems

  • 1. Control Theory and Informatics www.iiste.org ISSN 2224-5774 (print) ISSN 2225-0492 (online) Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering 46 Automatic Generation Control Problem in Interconnected Power Systems Naimul Hasan, Shahida Khatoon, Ibraheem, Nizamuddin & Yadav Singh Department of Electrical Engg., Faculty of Engg. & Tech., Jamia Millia Islamia, New Delhi-110025. e-mail: ibraheem_2k@yahoo.com Abstract The present article is aimed to discuss the various operational and control aspects of interconnected power systems. The structure of present day power systems is discussed and it is followed by the identification of automatic generation control (AGC) problem among the overall control of interconnected power systems. The article describes the duties and functional areas of AGC in a power system. The relevant aspects of frequency deviations and associated operating controls, structure of frequency control loops and functions of typical AGC system are described. Keywords: Interconnected power systems, EHVAC/DVDC transmission links, Control function hierarchy, Subsystems, Primary, secondary and emergency control. 1. Introduction The challenge of supplying reliable and good quality of electrical energy at a reasonable cost to the consumers is one of the prime objectives of the planners of the nation. The electric power system is one of the oldest infrastructures. The quality, reliability and the cost are important features which provide the basis of attracting consumers in a country. The per capita consumption of electrical energy has been considered as the prime index to evaluate the overall development of any country. In developing countries like India, there has been a wide gap between the electric energy demand and its production. The power engineers and the government agencies along with public sectors are continuously putting their best efforts to improving infrastructure and minimize this gap. Due to best efforts, this gap has been narrowed down to great extent, but still a gap exists. The installed capacity in India has increased about more than seventy times and annual electricity generation by about ninety five times in more than sixty years after independence. The transmission and distribution network in India have also expanded to the population accordingly. Still electrical power is not sufficiently available to a large section of Indian people living in rural areas. According to projections, the requirement of power will almost be double in the next 15 years [1]. The important reasons for this are exponential growth of population and the continuous all- round development in the country. Therefore, the power engineers, planners, economists and technologists are visualizing the challenges to come in future and searching out the means to meet these challenges effectively. The installation of electric power generating stations in the country are associated with technological, economic, social, regional, eco-friendly and most importantly the political considerations. Therefore, the power generating stations are located at remote locations from the load centers. However, for economical and technical reasons, most of the systems are electrically interconnected into vast power grids which are subdivided into regional operating groups called power pools. Each individual power system within such a pool operates technically and economically independently, but they are dependent on other pool members in respect to generation and scheduling aspects for which they have binding through a mutual contract. There are numerous advantages associated with operating in interconnected or pool fashion like; provision of construction of larger and more economical generating units and the transmission of large blocks of energy from the generating sources to major loads, reduced reserves requirements by sharing of capacity between areas and sectors, capacity savings from time zone and random diversity, capacity savings by seasonal exchange of capacity between areas which have opposing winter and summer needs, transmission facility of off-peak energy, flexibility to meet unforeseen emergency demands and importantly to have technical benefits out of the uses of the variability in generation mixes and load patterns[2]. The operation of power system in an interconnected fashion system usually leads to improved system security also. These benefits have been recognized from the beginning and hence, interconnections between the power pools continue to grow. The duties of the transmission system as an interconnection are not only to handle the largest blocks of power, it also interconnects all the generator stations and all the major loading points in the system. The energy can be routed, generally, in any desired direction on the various links of the transmission system in a way that corresponds to best overall operating economy or best serves a technical objective. Via interties, transport of energy can take place to or from other power systems belonging to the same power pool. For successful, stable and reliable operation of interconnected power system, a technically compatible transmission system to act as pool interconnection is essentially required.
  • 2. Control Theory and Informatics www.iiste.org ISSN 2224-5774 (print) ISSN 2225-0492 (online) Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering 47 The requirements of compatible interconnection have been successfully fulfilled by EHV AC transmission lines. However, many problems are identified with these types of interconnections when used for long distance transmission of electrical power. To circumvent these, HVDC transmission systems have emerged at power scenario. Already, a considerable number of HVDC transmission links have been laid down and many projects are in progress. It is expected that HVDC transmission lines will have a major share in over all transmission network infrastructure in the years to come. With these developments, operational and control problems of such systems will be a challenging task for power engineers. 2. Power System Operation and Control To control the power system in all conditions of operation, there is need for decomposition by operational mode arises. The real time operation of the power system may exist in one of the four operating states namely, normal state, preventive state, emergency state and restorative states. The main objective of power system operation is to keep system in the normal state as long as possible which can be achieved by fulfilling the following conditions; All the load flow equations are satisfied and load demands must be met at minimum cost subject to constraints on amount of spinning reserve. The operating frequency of power system is constant The bus voltage is within narrow prescribed limits. Power system components are not overloaded. Normally, most of the time the power system operates in normal operating states. In this state the power system is operated so that the demands of all consumers are satisfied at standard frequency and voltage. However, the contingencies those are likely to change the operating state of the power system to an emergency state. If a contingencies likely to occur such that power system may not be able to return to the normal state of operation, then the power system operation transits to preventive state of the operation. The assumption here is that by taking corrective action in anticipation the power system can be made to remain in the normal operating state. It is possible and often desirable to combine the normal and preventive modes into a single power system operating mode. If a contingency has occurred such that the consumer demand cannot be maintain at prescribed voltages and frequencies, then the power system transits to emergency mode of operation while economics is completely sacrificed. Once the power system has gone into emergency mode then the power system has to be brought back to the normal or preventive operating state via the restorative operating mode. The time hierarchy of execution of control functions in power system arises because of the extremely wide range of response time inherent in power system operation and control. Time decomposition is always carried out to subdivide a difficult problem into smaller sub-problems [3,4]. The overall operation and control of a power system on time scale may be clubbed in four major groups as described by Table-1. In this Table, there are still some slower and faster functions than the time decomposition which are not mentioned here. For example, maintenance scheduling has a time scale of days while relay action is faster than governor action. Table 1. Time Hierarchy of Control Functions in Power System Sr. No. Control functions Time scale 1 Governor action Few seconds 2 Automatic generation Control (AGC) Many seconds 3 Economic dispatching (ED) Minutes 4 Unit Commitment (UC) Hours It often happen that control functions at higher level take place with a slower time scale than control function at a lower level. An example of this that UC control action take place at interconnected power system levels while EC, AGC and governor action take place at individual plants level. However this is not a general rule. For example boiler control action done at the power plant level can be slower than AGC done at system level [3-4]. Apart from that control functions for governor action and AGC are executed as on line functions while unit commitment and other slower functions (i.e. maintenance, planning etc.) are considered to be executed as off- line functions. The economic dispatch is carried out as on-line and off-line function depending upon the situation. The power system has its variable characteristics in terms of generation, transmission, distribution and utilization. The operation of such power systems is associated with diversified characteristics. However, each utility must have some set of regulations and operating norms mandatory, which must be followed by its control centre for its successful effective operation and control. Modern power system is a complex system consists of many interacting subsystems. Several levels of controls are involving complex arrays of devices and are used to meet the requirements of the power system. Fig. 1. represents sub-systems of power systems for its operation and associated control [5]. This overall structure consists of (i) generating units controls (ii) system generation controls and (iii) transmission controls. Each generating unit has prime mover controls. The controllers of prime mover are designed considering speed regulation and control of energy supply system variables such as boilers pressure,
  • 3. Control Theory and Informatics www.iiste.org ISSN 2224-5774 (print) ISSN 2225-0492 (online) Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering 48 temperature, and flows. However, the generator voltage and reactive power output is regulated by excitation control while the desired MW outputs of the individual generating units are obtained by the system generation control. The prime objective of the generating unit controls is to balance the total system generation against system load and losses so that the desired frequency and power interchange with neighbouring control areas is maintained. The transmission controls is consists of power and voltage control devices, such as static VAR compensators, synchronous condensers, switched capacitors and reactors, tap-changing transformers, phase-shifting transformers, and HVDC transmission controls. As described above, the controls of power system contributed to the satisfactory operation of the power system by maintaining system voltages and frequency and other system variables within their acceptable limits. 3. Automatic Generation Control In a power system, the frequency deviations are mainly due to real power mismatch between generation and load, where as voltage variations are due to reactive power imbalance in the system. The reactive power is produced close to requirements as involves only capital cost but no fuel cost and it is not exported on the lines to avoid large transmission losses. However, for successful operation of a power system active power balance can be achieved by controlling the generation and it is called automatic generation control (AGC). The control loops of these two parameters, therefore, assumed to be decoupled [2-3]. Moreover, a sustained frequency deviation directly affects power system operation, security, reliability, and efficiency by damaging equipment, degrading load performance, overloading transmission lines, and undesirable triggering of the power system protection devices [6]. Fig. 1. Subsystems of a power system and associated controls
  • 4. Control Theory and Informatics www.iiste.org ISSN 2224-5774 (print) ISSN 2225-0492 (online) Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering 49 The AGC is a significant control process that operates constantly to balance the generation and load in power systems at a minimum cost. The AGC is responsible for frequency control and power interchange, as well as economic dispatch. AGC provides an effective mechanism for adjusting the generation to minimize frequency deviation and regulate tie-line power flows. The AGC system realizes generation changes by sending signals to the under-control generating units. The performance of an AGC system is highly dependent on how quickly and effectively generating units respond to the commands. However, the response characteristics of generating unit are associated with numerous factors, such as type of unit, fuel, control strategy, and operating point. Since the frequency generated in the power system network is proportional to the rotation speed of the generator, the problem of frequency control may be directly converted into a speed control problem of the turbine generator unit. This is initially done by augmenting a governing mechanism that senses the generator speed, and adjusts the input valve for changing the mechanical power output to track the load change and for restoring nominal frequency value. 4. Frequency Deviations and Associated Controls The primary, secondary and emergency control are classified based on the magnitude of frequency deviations. These are shown Fig. 2. For a typical power system operating at 50 Hz nominal frequency, the ranges of frequency deviations and type of control actions are described in Table-2. The accepted standard value of frequency in Hz is also shown by Table-2. Fig. 2. Frequency deviations and associated operating controls No controller required f0 Frequency (Hz) ∆f1 2 f0 - ∆f2 2 f0 - ∆f3 2 f0 - ∆f4 2 f0 -∆f1 2 f0 + ∆f2 2 f0 - ∆f3 2 f0 - ∆f4 2 f0 - PrimaryControl SecondaryControl TertiaryControl PrimaryControl SecondaryControl TertiaryControl Emergency Secondary Primary Control
  • 5. Control Theory and Informatics www.iiste.org ISSN 2224-5774 (print) ISSN 2225-0492 (online) Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering 50 Table 2.Frequency Deviations and Associated Operating Controls Sr. No. Range of frequency (F) Range of frequency at 50 Hz Types of operation Types of Control 1 2 f f 10 ∆ − to 2 f f 10 ∆ + 50.05 to 49.95 Normal No controller is required 2 2 f f 20 ∆ − to 2 f f 20 ∆ + 50.20 to 50. 05 and 49.8 to 49.95 Normal operation Primary control 3 2 f f 30 ∆ − to 2 f f 30 ∆ + 50.20 to 51.00 and 49.80 to 49.00 Off-normal operation Secondary control (AGC) 4 2 f f 40 ∆ − to 2 f f 40 ∆ + above 51.00 and below 49.00 Emergency operation Emergency control Fig. 3. Frequency control loops The nominal frequency f0 and frequency deviations ∆f1, ∆f2, ∆f3 and ∆f4 show frequency variation range corresponding to the different operating conditions based on the accepted frequency operating standards. However the natural governor response known as the primary control, the supplementary control (AGC), or secondary control, and emergency control may all be required to maintain successful operation of the power system. The detailed functional block diagram representing primary control loop, supplementary control loop and emergency control loop are shown in Fig. 3. The typical dynamic responses of power system to a generating power plant trip event, with the responses of primary, supplementary and emergency control are plotted in Fig. 4. uP Power System Network Under frequency load shedding AGC Governor Generator Connection and tripping of the power system Generation side control Demand side control Emergencycontrol Primary control Supplementary Control Operator uLS f ∆f df dt ∆f ∆Ptie uPS uTU ∆f uS
  • 6. Control Theory and Informatics www.iiste.org ISSN 2224-5774 (print) ISSN 2225-0492 (online) Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering 51 0 5 10 15 48.8 49 49.2 49.4 49.6 49.8 50 50.2 Time (sec) Frequency(Hz) Primary Control Secondary Control Emergency Control Fig. 4 Primary, secondary and emergency control Needless to say that for satisfactory operation of a power system, the frequency should remain as near as nominal system frequency. Under normal operation of power system, the small frequency deviations can be controlled by the primary control loop. Depending on the type of generation, the real power delivered by a generator is controlled by the mechanical power output of a prime mover such as a steam turbine, gas turbine, hydro turbine, or diesel engine. As shown in Fig. 3, a synchronous generator is equipped with a primary frequency control loop. The speed governor senses the change in frequency (∆f) via the primary control loop. In fact, primary control performs a local automatic control that delivers reserve power in opposition to any deviation in nominal frequency. The speed changer in speed governing system provides an incremental change (up) in steady state power output setting for the turbine. The speed governor on each generating unit provides the primary speed control function, and all generating units contribute to the overall change in generation, irrespective of the location of the load deviations, using their speed governing. However, primary control action is not normally found adequate to restore the system frequency, particularly in an interconnected power system, and the supplementary control loop is required to handle the situation. For larger frequency deviation, AGC is responsible for regulating system frequency. In addition to primary frequency control, a large synchronous generator may be equipped with a supplementary frequency control loop. The combination of frequency deviation (∆f) and tie-line deviation (∆Ptie) is called area control error (ACE). The supplementary loop gives feedback via ACE and incremental change (us) adds it to the primary control loop through a dynamic controller. The incremental change in power generation function (uPS) is obtained from the generator by using its input signals up and us from primary and secondary control loops respectively. Following a significant fault, there is a serious load-generation imbalance associated with rapid frequency changes. The AGC regulator may not be able to restore frequency via the secondary control loop. In this situation, the emergency control and protection schemes, such as under-frequency load shedding (UFLS), are to be initiated to reduce the risk of cascaded contingencies which may lead to interruption of power supply. In case of emergency control, UFLS and protection system act as a tertiary control. Whenever secondary control system fails to regulate undesirable change in operating condition, the UFLS control system senses the signals (frequency and its derivative) and produce appropriate increment function (uLS) for load shedding while protection unit produced increment change (uTU) for tripping of the power system network to get the power system in nominal state. 5. Functions of AGC System in an Interconnected Power System Typical AGC Systems In modern AGC schemes, the control actions are usually determined for each control area of a power system at dispatch centre. Fig. 5 describes the functional diagram of a typical AGC system. The power system is interconnected via tie-lines. In a control area all the generators not taking parts in AGC rather than only few generators contribute for AGC. The functional diagram of AGC system is consisting of control areas, economic dispatch centre (EDC) and various components of AGC system. The EDC receives daily schedule for generators, dispatch the power economically and updates the schedule of power units in every 5 minutes [5].
  • 7. Control Theory and Informatics www.iiste.org ISSN 2224-5774 (print) ISSN 2225-0492 (online) Vol.3, No.2, 2013- National Conference on Emerging Trends in Electrical, Instrumentation & Communication Engineering 52 Information pertaining to tie line flows, system frequency, and unit MW loadings is telemetered to dispatch centre, where the control actions are determined by a digital computer. However, the control equipment at the power plants changes the reference set-points of the units up or down in proportion to the pulse length. With the measurement of tie-line flow, its deviation, frequency deviation in ACE are obtained and raise/lower control signal is given to the generation units (units which are on AGC) in every 1-2 sec for control of power units. Fig. 5 Functional diagram of typical AGC system 6. Overview and Conclusions An overview of structure of modern power systems is discussed comprehensively with due attention on the requirement of proper type of interconnections for effectively delivering the electrical power to the loads/ consumers located at very far away from generating stations. The AGC problem in an interconnected power system and its various aspects are also identified. The duties and functions of AGC schemes are also highlighted so that AGC schemes can be designed and implemented effectively. References Report-2005, Central Electricity Authority, Govt. of India, [Online] Available: http://www.cea.nic.in/ O.I. Elgerd, Electric Energy Systems Theory: An Introduction, 2nd Edition, McGraw-Hill: New York, USA, 1982. Ibraheem, P. Kumar and D.P. Kothari, “Recent philosophies of automatic generation control strategies in power systems”, IEEE Trans. on Power Systems, vol. 20, no. 1, pp. 346-357, 2005. F.C. Schweppe and S.K. Mitter, “Hierarchical system theory and electric power systems”, Proc. Real Time Control of Electric Power Systems, Baden, Switzerland, pp. 259-276, 1971. P. Kundur, Power System Stability and Control, McGraw-Hill: New York, USA, 1994. H. Bevrani and T. Himaya, Intelligent Automatic Generation Control, CRC Press (Taylor and Francis Group): UK, 2011. Calculate ACE Control AreaGenerators not on AGC Generation on AGC Other Control areas Other Control areas Tie-line Tie-line Generator scheduling program executed day before Daily load schedule for all generation Calculate plant base points, percentage participation factors for plants on control Update Emergency mode? (i.e., ACE exceeds limits) orCalculate target MW AGCEDC YesNo MW _ + 1- 2 seconds Raise/lower control signals Once every 5 minutes G G G G G Tie-line flow Frequency deviation Time deviation
  • 8. This academic article was published by The International Institute for Science, Technology and Education (IISTE). The IISTE is a pioneer in the Open Access Publishing service based in the U.S. and Europe. The aim of the institute is Accelerating Global Knowledge Sharing. More information about the publisher can be found in the IISTE’s homepage: http://www.iiste.org CALL FOR PAPERS The IISTE is currently hosting more than 30 peer-reviewed academic journals and collaborating with academic institutions around the world. There’s no deadline for submission. Prospective authors of IISTE journals can find the submission instruction on the following page: http://www.iiste.org/Journals/ The IISTE editorial team promises to the review and publish all the qualified submissions in a fast manner. All the journals articles are available online to the readers all over the world without financial, legal, or technical barriers other than those inseparable from gaining access to the internet itself. Printed version of the journals is also available upon request of readers and authors. IISTE Knowledge Sharing Partners EBSCO, Index Copernicus, Ulrich's Periodicals Directory, JournalTOCS, PKP Open Archives Harvester, Bielefeld Academic Search Engine, Elektronische Zeitschriftenbibliothek EZB, Open J-Gate, OCLC WorldCat, Universe Digtial Library , NewJour, Google Scholar