SlideShare ist ein Scribd-Unternehmen logo
1 von 10
Downloaden Sie, um offline zu lesen
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
15 | P a g e 
DFIG-BASED WIND POWER CONVERSION SYSTEM 
CONNECTED TO GRID 
Akshay kumar 
Department of electronics and communication 
AKGEC Ghaziabad, INDIA. 
Abstract- This paper presents the complete modeling and real-time simulation of wind turbine driven doubly-fed induction generator (DFIG) which feeds ac power to the utility grid. For that, two pulse width modulated voltage source converters are connected back to back between the rotor terminals and utility grid via common dc link. It is found that there are so many limitations in the conventional control techniques of DFIG. This paper presents a configuration of a DFIG- based wind Energy Conversion system (WECS) with a battery energy storage system (BESS) in the dc link with a control strategy to maintain the grid power constant. This proposed control strategy then Simulated in Matlab-Simulink. Simulation results show that the proposed strategy can enhance the performance of the DFIG. 
Index Terms— Doubly fed induction generator (DFIG), DC-link voltage control, vector control, wind energy conversion system (WECS). 
I. INTRODUCTION 
Renewable energy including solar, wind, tidal, small 
Hydro, geothermal, refused derived fuel and fuel cell energies is sustainable, reusable and environmentally friendly and clean. With the increasing shortage in fossil fuels, and pollution problems renewable energy has become an important energy source. Wind energy is the fastest growing and most promising renewable energy source among them due to economically viable. In India, the total installed capacity of wind power generation is 8754 MW in the year 2008.By the end of 2012, the total installed capacity is going to be reached to 12000 MW according to ministry of new and renewable energy, India and total installed capacity of wind energy is estimated to be more than 160 GW [1-8]. 
During last two decades, the high penetration of wind turbines in the power system has been closely related to the advancement of the wind turbine technology and the way of how to control. Doubly- fed induction machines are receiving increasing attention for wind energy conversion system during such situation. because the main advantage of such machines is that, if the rotor current is governed applying field orientation control-carried out using commercial double sided PWM inverters, decoupled control of stator side active and reactive power results and the power processed by the power converter is only a small fraction of the total system power. So, doubly-fed induction machine with vector control is very attractive to the high performance variable speed drive and generating applications [1- 4]. 
Presently, commercial DFIG wind turbines mainly use the technology that was developed a decade ago [11], based on the standard decoupled d-q vector control mechanism. This paper shows that there is a limitation in the conventional vector control approach for the grid-side converter of the DFIG wind turbine. The weakness is more evident when the converter operates beyond its linear modulation limit. This situation has also been reported recently by many studies in different applications. 
This paper develops a mechanism for improved control of a DFIG wind turbine under a direct-current vector control configuration. Then, based on the proposed control structure, the integrated DFIG system control is developed, reactive power control, and grid voltage support control. A dynamic steady state simulation of WECS is essential to understand the behavior of WECS using MATLAB. A
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
16 | P a g e 
Simulation analysis is performed and a variety of DFIG characteristics are analyzed. 
II. WIND TURBINE MODELING 
Wind turbines convert the kinetic energy present in the wind into mechanical energy by means of producing torque. Since the energy contained by the wind is in the form of kinetic energy, its magnitude depends on the air density and the wind velocity. The wind power developed by the turbine is given by the equation (1) [1-10]: 
(1) 
Where is the Power Co-efficient, is the air density in kg/m3, A is the area of the turbine blades in m2 and V is the wind velocity in m/sec. The power coefficient is defined as the power output of the wind turbine to the available power in the wind regime. This coefficient determines the “maximum power” the wind turbine can absorb from the available wind power at a given wind speed. It is a function of the tip-speed ratio ( ) and the blade pitch angle ( . The blade pitch angle can be controlled by using a “pitch- controller” and the tip-speed ratio (TSR) is given as 
(2) 
Where is the rotational speed of the generator and R is radius of the rotor blades. 
Hence, the TSR can be controlled by controlling the rotational speed of the generator. For a given wind speed, there is only one rotational speed of the generator which gives a maximum value of , at a given . This is the major principle behind “maximum-power point tracking” (MPPT) and a wind turbine needs to be designed keeping this strategy in mind. 
III. DOUBLY FED INDUCTION GENERATOR 
The wind turbine and the doubly-fed induction generator (WTDFIG) are shown in the fig.1 called the Wind Turbine and the Doubly-Fed Induction Generator System. The AC/DC/AC converter is divided into two components: the rotor-side converter 
(Crotor) and the grid-side converter (Cgrid). Crotor and Cgrid are Voltage-Sourced Converters that use forced- commutated power electronic devices (IGBTs) to synthesize an AC voltage from a DC voltage source. A capacitor connected on the DC side acts as the DC voltage source. A coupling inductor L is used to connect Cgrid to the grid. The three-phase rotor winding is connected to Crotor by slip rings and brushes and the three-phase stator winding is directly connected to the grid. The power captured by the wind turbine is converted into electrical power by the induction generator and it is transmitted to the grid by the stator and the rotor windings. The control system generates the pitch angle command and the voltage command signals Vr and Vgc for Crotor and Cgrid respectively in order to control the power of the wind turbine, the DC bus voltage and the reactive power or the voltage at the grid terminals. 
Fig.1. The Wind Turbine and the Doubly-Fed Induction Generator System. 
IV. OPERATING PRINCIPLE OF THE WIND TURBINE DOUBLY-FED INDUCTION GENERATOR 
The power flow, illustrated in the fig.2 called the Power Flow, is used to describe the operating principle. In this figure the followings parameters are used: 
Pm Mechanical power captured by the wind turbine and transmitted to the rotor 
Ps Stator electrical power output 
Pr Rotor electrical power output 
Pgc Cgrid electrical power output 
Qs Stator reactive power output
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
17 | P a g e 
Qr Rotor reactive power output 
Qgc Cgrid reactive power output 
Tm Mechanical torque applied to rotor 
Tem Electromagnetic torque applied to the rotor by the generator 
Rotational speed of rotor 
Rotational speed of the magnetic flux in the air-gap of the generator, this speed is named synchronous speed. It is proportional to the frequency of the grid voltage and to the number of generator poles. 
J Combined rotor and wind turbine inertia coefficient. 
The mechanical power and the stator electric power output are computed as follows: 
Pm = Tm (3) 
Ps = Tem (4) 
For a loss less generator the mechanical equation is 
= Tm - Tem (5) 
In steady-state at fixed speed for a loss less generator 
Tm = Tem & Pm = Ps + Pr (6) 
It follows that: 
Pr = Pm - Ps = Tm - Tem 
= - Tm ( ) = - s Tm 
= - s Ps (7) 
where s is defined as the slip of the generator: 
s = ( ) (8) 
Fig.2. The Power Flow 
Generally the absolute value of slip is much lower than 1 and, consequently, Pr is only a fraction of Ps. Since Tm is positive for power generation and since is positive and constant for a constant frequency grid voltage, the sign of Pr is a function of the slip sign. Pr is positive for negative slip (speed greater than synchronous speed) and it is negative for positive slip (speed lower than synchronous speed). For super-synchronous speed operation, Pr is transmitted to DC bus capacitor and tends to rise the DC voltage. For sub-synchronous speed operation, Pr is taken out of DC bus capacitor and tends to decrease the DC voltage. Cgrid is used to generate or absorb the power Pgc in order to keep the DC voltage constant. In steady-state for a loss less AC/DC/AC converter Pgc is equal to Pr and the speed of the wind turbine is determined by the power Pr absorbed or generated by Crotor. The power control will be explained below. 
The phase-sequence of the AC voltage generated by Crotor is positive for sub-synchronous speed and negative for super-synchronous speed. The frequency of this voltage is equal to the product of the grid frequency and the absolute value of the slip. 
Crotor and Cgrid have the capability of generating or absorbing reactive power and could be used to control the reactive power or the voltage at the grid terminals. 
V. ROTOR CONTROL SYSTEM 
The rotor-side converter is used to control the wind turbine output power and the voltage (or reactive power) measured at the grid terminals. The power is controlled in order to follow a pre-defined power- speed characteristic, named tracking characteristic. An example of such a characteristic is illustrated in
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
18 | P a g e 
the fig.3 called Turbine Characteristics and Tracking 
Characteristic, by the ABCD curve superimposed to 
the mechanical power characteristics of the turbine 
obtained at different wind speeds. The actual speed of 
the turbine is measured and the corresponding 
mechanical power of the tracking characteristic is 
used as the reference power for the power control 
loop. The tracking characteristic is defined by four 
points: A, B, C and D. From zero speed to speed of 
point A the reference power is zero. Between point A 
and point B the tracking characteristic is a straight 
line, the speed of point B must be greater than the 
speed of point A. Between point B and point C the 
tracking characteristic is the locus of the maximum 
power of the turbine (maxima of the turbine power vs 
turbine speed curves). The tracking characteristic is a 
straight line from point C and point D. The power at 
point D is one per unit (1 pu) and the speed of the 
point D must be greater than the speed of point C. 
Beyond point D the reference power is a constant 
equal to one per unit (1 pu). 
Fig.3. Turbine Characteristics and Tracking 
Characteristic 
The generic power control loop is illustrated in the 
fig.4 and fig.5 called Rotor-Side Converter Control 
System. The actual electrical output power, measured 
at the grid terminals of the wind turbine, is added to 
the total power losses (mechanical and electrical) and 
is compared with the reference power obtained from 
the tracking characteristic. A Proportional-Integral 
(PI) regulator is used to reduce the power error to 
zero. The output of this regulator is the reference 
rotor current Iqr_ref that must be injected in the rotor 
by converter Crotor. This is the current component that 
produces the electromagnetic torque Tem. The actual 
Iqr component of positive-sequence current is 
compared to Iqr_ref and the error is reduced to zero by a 
current regulator (PI). The output of this current 
controller is the voltage Vqr generated by Crotor. The 
current regulator is assisted by feed forward terms 
which predict Vqr. 
Fig.4. Rotor-Side Converter Control System 
Fig.5. Block diagram of Rotor-Side Converter 
Control System 
The voltage or the reactive power at grid terminals 
is controlled by the reactive current flowing in the 
converter Crotor. The generic control loop is illustrated 
in the fig.5 called Rotor-Side Converter Control 
System. When the wind turbine is operated in voltage 
regulation mode, it implements the following V-I 
characteristic shown in fig .6..
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
19 | P a g e 
Fig.6. Wind Turbine V-I Characteristic 
As long as the reactive current stays within the 
maximum current values (-Imax, Imax) imposed by 
the converter rating, the voltage is regulated at the 
reference voltage Vref. However, a voltage droop is 
normally used (usually between 1% and 4% at 
maximum reactive power output), and the V-I 
characteristic has the slope indicated in the figure 
called Wind Turbine V-I Characteristic. In the 
voltage regulation mode, the V-I characteristic is 
described by the following equation: 
V = Vref + Xs.I (9) 
Where 
V Positive sequence voltage (pu) 
I Reactive current (pu/Pnom) (I > 0 indicates an 
inductive current) 
Xs Slope or droop reactance (pu/Pnom) 
Pnom Three-phase nominal power of the converter 
specified in the block dialog box. 
When the wind turbine is operated in var regulation 
mode the reactive power at grid terminals is kept 
constant by a var regulator. 
The output of the voltage regulator or the var 
regulator is the reference d-axis current Idr_ref that 
must be injected in the rotor by converter Crotor. The 
same current regulator as for the power control is 
used to regulate the actual Idr component of positive-sequence 
current to its reference value. The output of 
this regulator is the d-axis voltage Vdr generated by 
Crotor. The current regulator is assisted by feed 
forward terms which predict Vdr. Vdr and Vqr are 
respectively the d-axis and q-axis of the voltage Vr. 
VI. GRID CONTROL SYSTEM 
The converter Cgrid is used to regulate the voltage of 
the DC bus capacitor. In addition, this model allows 
using Cgrid converter to generate or absorb reactive 
power. The control system, illustrated in the fig.7 
called Grid-Side Converter Control System, consists 
of: 
 Measurement systems measuring the d and q 
components of AC positive-sequence 
currents to be controlled as well as the DC 
voltage Vdc. 
 An outer regulation loop consisting of a DC 
voltage regulator. The output of the DC 
voltage regulator is the reference current 
Idgc_ref for the current regulator (Idgc = current 
in phase with grid voltage which controls 
active power flow). 
 An inner current regulation loop consisting 
of a current regulator. The current regulator 
controls the magnitude and phase of the 
voltage generated by converter Cgrid (Vgc) 
from the Idgc_ref produced by the DC voltage 
regulator and specified Iq_ref reference. The 
current regulator is assisted by feed forward 
terms which predict the Cgrid output voltage. 
The magnitude of the reference grid converter 
current Igc_ref is equal to √ . The 
maximum value of this current is limited to a value 
defined by the converter maximum power at nominal 
voltage. When Idgc_ref and Iq_ref are such that the 
magnitude is higher than this maximum value the 
Iq_ref component is reduced in order to bring back the 
magnitude to its maximum value. 
Fig.7. Grid-Side Converter Control System 
VII. PITCH ANGLE CONTROL SYSTEM 
The pitch angle is kept constant at zero degree until 
the speed reaches point D speed of the tracking 
characteristic. Beyond point D the pitch angle is 
proportional to the speed deviation from point D
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
20 | P a g e 
speed. The control system is illustrated in the 
following fig.8. 
Fig.8. Pitch Control System 
VIII. MATHEMATICAL MODELING OF DFIG 
A simplified mathematical model would help in 
efficient analysis of the behavior of any complex 
system, under different operating conditions and 
control strategies. For a DFIG, the most common 
way of deriving a mathematical model is in terms of 
direct and quadrature axes (dq axes) quantities in a 
frame which rotates synchronously with the stator 
flux vector. An equivalent circuit for the DFIG in the 
synchronous reference frame [14] is represented in 
Fig.9. 
The expressions related to this model are as 
(10) 
(11) 
(12) 
(13) 
̅ ̅ ̅ ̅̅ 
̅̅ ̅ ̅ ̅ (14) 
Where ̅ ̅ ̅ ̅̅ and ̅ ̅ ̅ ̅ ̅ are the complex conjugates of 
the stator-current and rotor-current space vectors and 
stator and rotor inductances are defined as 
(15) 
and (16) 
The complex torque equation of (14) can be resolved 
in reference d-q leading to 
[ ] 
(17) 
The stator side active and reactive powers are given 
as 
̅ ̅ ̅ ̅̅ 
(18) 
̅ ̅ ̅ ̅̅ 
(19) 
considering that 
̅ ̅ ̅ ̅̅ 
̅̅̅̅̅̅ 
̅̅ ̅ ̅ ̅ (20) 
The active and reactive power equations are modified 
as[14] 
(21) 
(22) 
Fig..9. Complex synchronous equivalent of a DFIG 
Thus, the magnitudes of stator currents govern the 
active and reactive powers of the stator, and these 
currents depend on the rotor currents. Thus, the 
active and reactive powers can be controlled by 
appropriately controlling the rotor currents ( and 
) in WECS. 
XI. MATLAB-BASED MODELING 
The model of WECS with BESS shown in Fig. 1 is 
developed in the MATLAB-SIMULINK shown in 
fig.10 and results are presented to demonstrate its 
behavior at different wind speeds.
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
21 | P a g e 
Figs. 11, 12, and 13 show the performance of the proposed configuration of a DFIG-based WECS at sub-synchronous speed, super-synchronous speed, and during transition i.e., at synchronous speed, respectively. The waveforms for stator voltage , grid current, grid side converter current, rotor side converter current , stator current, rotor speed , dc link voltage , reactive power, grid power, and battery power are presented for different wind speeds. The convention for the battery power is chosen as to be negative if the battery discharges any power to the grid and positive if power is stored in the battery. 
In all three cases, the value of the grid power is maintained to be constant at 0.75 MW by the modified grid power control strategy. However, this is maintained by either charging or discharging the battery in the corresponding region of operation. The reactive power is maintained at a stable value of zero, 
demonstrating a unity power factor operation. The analysis has been performed at variable wind speeds and the grid power is maintained to be constant at the reference value. The reference grid power can be chosen to be the average power supplied by the total period of operation. Hence, the grid power reference is chosen to be 0.75 MW as calculated and satisfactory results are obtained as shown in Figs. 11– 13. 
Fig.10. GSC and RSC control of DFIG wind turbine in Sim-Power Systems
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
22 | P a g e 
Fig.11. Performance of a DFIG-based WECS with a 
BESS at sub-synchronous speed (wind speed =8 m/s, 
rotor speed = 0.9 p.u.). 
X. CONCLUSION 
This paper has presented the modeling and 
simulation of doubly-fed induction generator driven 
by a wind turbine with a BESS in the dc link which 
feeds constant power to the utility grid. The power 
flow control in the DFIG can be obtained by 
connecting two back to back PWM converters 
between rotor and utility grid. The PWM rectifier 
model and PWM inverter model has been described 
and these two converters provides bi-directional 
power flow with reduced power rating. 
It is observed that DFIG driven by wind turbine 
with a BESS shows satisfactory performance under 
different wind speed conditions. In “over generation” 
if utility fails to maintain the grid power constant, the 
consumers are to be paid in return to absorb the 
excess power, which means that consumers loose 
both energy and money. The proposed control 
strategy mitigates this problem by maintain the grid 
power constant under different wind speeds. The 
main disadvantage of this control strategy is using a 
high rating of BESS. Compared to conventional 
control strategy, this DFIG driven by wind Turbine 
with a BESS in the dc link is more stable and shows 
better performance. 
Fig. 12. Performance of a DFIG-based WECS with a 
BESS at super-synchronous speed (wind speed = 12 
m/s, rotor speed = 1.2 p.u.). 
APPENDIX
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
23 | P a g e 
A. Parameters of the Wind Turbine 
Parameters Value 
Rated Power 1500kw 
Cut-in Wind speed 4m/s 
Rated Wind speed 14m/s 
Cut-out Wind 20m/s 
No. of Blades 3 
Rotor Diameter 82m 
Swept Area 5281m2 
Fig. 13. Performance of a DFIG-based WECS with a BESS at super-synchronous speed (wind speed = 10 m/s, rotor speed = 1 p.u.). 
B. Parameters of the Battery 
Parameters Value 
Battery Nominal Voltage 1200v 
Internal resistance 10000Ω 
Internal capacitor 675000F 
Battery Series Resistance 0.00094Ω 
C. Parameters of the DFIG 
Parameter Value 
Rated Power(MW) 1.5 
Stator Voltage(V)/Frequency(Hz) 575/50 
Stator/Rotor turns 0.38 
Pole numbers 4 
Stator Resisitance(pu) 0.00706 
Rotor Resistance(pu) 0.005 
Stator leakage Inductance(pu) 0.171 
Rotor leakage Inductance(pu) 0.156 
Magnetizing Inductance(pu) 2.9 
Lumped Inertia constant(s) 5.04 
REFERENCES 
[1] S. Muller, M. Deicke and R. W. De Doncker, “Doubly fed induction generator systems for wind turbine,” IEEE Industry Applications Magazine, Vol.3, , pp. 26-33.2002. 
[2] R. Pena, J. C. Clare and G. M. Asher, “Doubly fed induction generator using back-to-back PWM converts and its application to variable speed wind- energy generation,” IEE Proceedings Electrical Power Application, Vol.143, pp. 231-241.1996 
[3] A. Tapia, G. Tapia, J. X. Ostolaza and J. R. Saenz, “Modeling and control of a wind turbine driven doubly fed induction generator,” IEEE Transactions on Energy Conversion, Vol.18, pp. 194- 204.2003 
[4] Yazhou Lei, Alan Mullane, Gordon Lightbody, and Robert Yacamini, “Modeling of the Wind Turbine With a Doubly Fed Induction Generator for
International Journal of Technical Research and Applications e-ISSN: 2320-8163, 
www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 
24 | P a g e 
Grid Integration Studies,” IEEE Transactions on Energy Conversion, Vol. 21(1), pp.257-264.2006 
[5] V.Akhmatoy and H.Krudsen, “Modelling of windmill induction generator in dynamic simulation programs,” Proc. IEEE Int. Conference on Power Technology, Budapest,Hungary, paper No. 108.Aug 1999. 
[6] H.Li and Z.Chen, “Overview of generator topologies for wind turbines,” IET Proc. Renewable Power Generation, vol. 2, no. 2, pp. 123–138, Jun.2008. 
[7] Lucian Mihet-Popa, Frede Blaabrierg, “Wind Turbine Generator Modeling and Simulation Where Rotational Speed is the Controlled Variable”, IEEE Transactions on Industry Applications, Vol. 40.No.1, 
January/February 2004. 
[8] B.H.Chowary, Srinivas Chellapilla, “Doubly-fed induction generator for variable speed wind power generation” Transactions on Electric Power System Research, Vol.76,pp. 786-800, Jan 2006. 
[9] Sandy Smith,Rebecca Todd and Mike Barnes “Improved Energy Conversion for Doubly- Fed Wind Generators”, Proceedings of IAS 2005, pp. 7803- 9208, June 2005. 
[10] Jamel Belhadj and Xavier Roboam “Investigation of different methods to control a small variable- speed wind turbine with PMSM drives”, ASME Transactions on Journal of Energy Resources Technology, Vol. 129 / 201, September 2007. 
[11] S. Muller, M. Deicke, and R. W. De Doncker, “Doubly fed induction generator systems for wind turbines,” IEEE Ind. Appl. Mag., vol. 8, no. 3, pp. 26–33, May/Jun. 2002. 
[12] R. Pena, J. C. Clare, and G. M. Asher, “Doubly fed induction generator using back-to-backPWM converters and its application to variable speed wind-energy generation,” in Proc. Inst. Elect. Eng., Elect. Power Appl., May 1996, vol. 143, no. 3. 
[13] A. D. Hansen, P. Sþrensen, F. Iov, and F. Blaabjerg, “Control of variable speed wind turbines with doubly-fed induction generators,” Wind Eng., vol. 28, no. 4, pp. 411–432, Jun. 2004. 
[14] V. C. Ganti, Bhim Singh, Shiv Kumar Aggarwal and Tara Chandra Kandpal, “DFIG- Based wind power conversion with grid power leveling for reduced gusts,”IEEE Transactions on sustainable energy, Vol. 3, No 1, January 2012. 
[15] Shuhui Li, Timothy A. Haskew, Keith A. Williams and Richard P. Swatloski, “Control of DFIG wind turbine with direct current vector control configuration,” IEEE Transactions on sustainable energy, Vol. 3, No 1, January 2012. 
Akshay Kumar was born in Ghaziabad, India, in 1988. He received the B. Tech (Electrical and Electronics) degree from Ideal Institute of Technology, Ghaziabad 
(affiliated to UPTU, Uttar Pradesh), in 2009 and, currently pursuing his M. Tech (Electrical Power and Energy Systems) from Ajay Kumar Garg Engineering College, Ghaziabad (affiliated to MTU, Uttar Pradesh). He worked in Industry and he has also teaching experience of more than 1 and half year in Engineering College.

Weitere Àhnliche Inhalte

Was ist angesagt?

Thesis- Cont sys for wind turbines (Sept 2015 revision)
Thesis- Cont sys for wind turbines (Sept 2015 revision)Thesis- Cont sys for wind turbines (Sept 2015 revision)
Thesis- Cont sys for wind turbines (Sept 2015 revision)
Larry Branscomb
 
Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...
Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...
Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...
ijtsrd
 
ENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEM
ENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEMENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEM
ENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEM
Ijorat1
 

Was ist angesagt? (20)

A Performance Comparison of DFIG using Power Transfer Matrix and Direct Power...
A Performance Comparison of DFIG using Power Transfer Matrix and Direct Power...A Performance Comparison of DFIG using Power Transfer Matrix and Direct Power...
A Performance Comparison of DFIG using Power Transfer Matrix and Direct Power...
 
Thesis- Cont sys for wind turbines (Sept 2015 revision)
Thesis- Cont sys for wind turbines (Sept 2015 revision)Thesis- Cont sys for wind turbines (Sept 2015 revision)
Thesis- Cont sys for wind turbines (Sept 2015 revision)
 
Control of the powerquality for a DFIG powered by multilevel inverters
Control of the powerquality for a DFIG powered  by multilevel inverters Control of the powerquality for a DFIG powered  by multilevel inverters
Control of the powerquality for a DFIG powered by multilevel inverters
 
Implementation and assemplingof a small wind turbine
Implementation and assemplingof a small wind turbineImplementation and assemplingof a small wind turbine
Implementation and assemplingof a small wind turbine
 
Modeling and performance analysis of a small scale direct driven pmsg based w...
Modeling and performance analysis of a small scale direct driven pmsg based w...Modeling and performance analysis of a small scale direct driven pmsg based w...
Modeling and performance analysis of a small scale direct driven pmsg based w...
 
A STAND A
A STAND AA STAND A
A STAND A
 
Improved Performance of DFIG-generators for Wind Turbines Variable-speed
Improved Performance of DFIG-generators for Wind Turbines Variable-speedImproved Performance of DFIG-generators for Wind Turbines Variable-speed
Improved Performance of DFIG-generators for Wind Turbines Variable-speed
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)
 
Open-End-Winding Permanent Magnet Synchonous Generator for Wind Energy Conver...
Open-End-Winding Permanent Magnet Synchonous Generator for Wind Energy Conver...Open-End-Winding Permanent Magnet Synchonous Generator for Wind Energy Conver...
Open-End-Winding Permanent Magnet Synchonous Generator for Wind Energy Conver...
 
DFIG control of WECS using indirect matrix converter
DFIG control of WECS using indirect matrix converter DFIG control of WECS using indirect matrix converter
DFIG control of WECS using indirect matrix converter
 
Mtech IEEE Conference Presentation
Mtech IEEE Conference PresentationMtech IEEE Conference Presentation
Mtech IEEE Conference Presentation
 
254 ishwri
254 ishwri254 ishwri
254 ishwri
 
Flux Based Sensorless Speed Sensing and Real and Reactive Power Flow Control ...
Flux Based Sensorless Speed Sensing and Real and Reactive Power Flow Control ...Flux Based Sensorless Speed Sensing and Real and Reactive Power Flow Control ...
Flux Based Sensorless Speed Sensing and Real and Reactive Power Flow Control ...
 
D027026030
D027026030D027026030
D027026030
 
Analysis of wind turbine driven permanent magnet synchronous generator under ...
Analysis of wind turbine driven permanent magnet synchronous generator under ...Analysis of wind turbine driven permanent magnet synchronous generator under ...
Analysis of wind turbine driven permanent magnet synchronous generator under ...
 
Independent Control Of Active And Reactive Powers From DFIG By Logic Fuzzy
Independent Control Of Active And Reactive Powers From DFIG By Logic FuzzyIndependent Control Of Active And Reactive Powers From DFIG By Logic Fuzzy
Independent Control Of Active And Reactive Powers From DFIG By Logic Fuzzy
 
Intelligent Control for Doubly Fed Induction Generator Connected to the Elect...
Intelligent Control for Doubly Fed Induction Generator Connected to the Elect...Intelligent Control for Doubly Fed Induction Generator Connected to the Elect...
Intelligent Control for Doubly Fed Induction Generator Connected to the Elect...
 
Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...
Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...
Suppression of frequency fluctuations in Hybrid Power System using Pitch-Angl...
 
ENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEM
ENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEMENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEM
ENHANCED CONTROL OF DFIG IN WIND ENERGY CONVERSION SYSTEM
 
Active and Reactive Power control operation of DFIG forWind Power Generation ...
Active and Reactive Power control operation of DFIG forWind Power Generation ...Active and Reactive Power control operation of DFIG forWind Power Generation ...
Active and Reactive Power control operation of DFIG forWind Power Generation ...
 

Andere mochten auch

OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...
OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...
OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...
International Journal of Technical Research & Application
 
ROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIA
ROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIAROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIA
ROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIA
International Journal of Technical Research & Application
 
STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...
STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...
STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...
International Journal of Technical Research & Application
 
TRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPS
TRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPSTRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPS
TRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPS
International Journal of Technical Research & Application
 
EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...
EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...
EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...
International Journal of Technical Research & Application
 
FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...
FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...
FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...
International Journal of Technical Research & Application
 
COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...
COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...
COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...
International Journal of Technical Research & Application
 
AN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIR
AN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIRAN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIR
AN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIR
International Journal of Technical Research & Application
 

Andere mochten auch (20)

OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...
OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...
OXIDATIVE STRESS AND NITRIC OXIDE: A SIGNIFICANT MARKER IN CORONARY ARTERY DI...
 
ROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIA
ROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIAROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIA
ROLE OF ICT IN ACHIEVING COMPLETE GENDER EQUALITY IN INDIA
 
STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...
STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...
STUDY OF CARBOHYDRATE METABOLISM IN SEVERE ACUTE MALNUTRITION AND CORRELATION...
 
OPEN LOOP ANALYSIS OF CASCADED HBRIDGE MULTILEVEL INVERTER USING PDPWM FOR PH...
OPEN LOOP ANALYSIS OF CASCADED HBRIDGE MULTILEVEL INVERTER USING PDPWM FOR PH...OPEN LOOP ANALYSIS OF CASCADED HBRIDGE MULTILEVEL INVERTER USING PDPWM FOR PH...
OPEN LOOP ANALYSIS OF CASCADED HBRIDGE MULTILEVEL INVERTER USING PDPWM FOR PH...
 
Ijtra150317
Ijtra150317Ijtra150317
Ijtra150317
 
DYNAMIC MONITORING OF THE EFFECT OF SPECIAL KINESITHERAPEUTIC PROGRAM ON PAIN...
DYNAMIC MONITORING OF THE EFFECT OF SPECIAL KINESITHERAPEUTIC PROGRAM ON PAIN...DYNAMIC MONITORING OF THE EFFECT OF SPECIAL KINESITHERAPEUTIC PROGRAM ON PAIN...
DYNAMIC MONITORING OF THE EFFECT OF SPECIAL KINESITHERAPEUTIC PROGRAM ON PAIN...
 
130509
130509130509
130509
 
STATE OF ART IN MODERN RESISTANCE SPOT WELDING
STATE OF ART IN MODERN RESISTANCE SPOT WELDINGSTATE OF ART IN MODERN RESISTANCE SPOT WELDING
STATE OF ART IN MODERN RESISTANCE SPOT WELDING
 
THE FUNDAMENTAL ANALYSIS-THE BEST WAY TO EVALUATE EQUITY SHARES
THE FUNDAMENTAL ANALYSIS-THE BEST WAY TO EVALUATE EQUITY SHARESTHE FUNDAMENTAL ANALYSIS-THE BEST WAY TO EVALUATE EQUITY SHARES
THE FUNDAMENTAL ANALYSIS-THE BEST WAY TO EVALUATE EQUITY SHARES
 
THROUGHPUT ANALYSIS OF MOBILE WIMAX NETWORK UNDER MULTIPATH RICIAN FADING CHA...
THROUGHPUT ANALYSIS OF MOBILE WIMAX NETWORK UNDER MULTIPATH RICIAN FADING CHA...THROUGHPUT ANALYSIS OF MOBILE WIMAX NETWORK UNDER MULTIPATH RICIAN FADING CHA...
THROUGHPUT ANALYSIS OF MOBILE WIMAX NETWORK UNDER MULTIPATH RICIAN FADING CHA...
 
TRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPS
TRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPSTRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPS
TRAFFIC NOISE ATTENUATION IN SELFPROTECTED BUILDING ENVELOPS
 
EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...
EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...
EFFECT OF PRUNING AND SKIFFING ON GROWTH AND PRODUCTIVITY OF DARJEELING TEA (...
 
FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...
FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...
FACTORS AFFECTING PROJECT SUSTAINABILITY BEYOND DONOR’S SUPPORT. THE CASE OF ...
 
PERFORMANCE EVALUATION OF DIFFERENT CLASSIFIER ON BREAST CANCER
PERFORMANCE EVALUATION OF DIFFERENT CLASSIFIER ON BREAST CANCERPERFORMANCE EVALUATION OF DIFFERENT CLASSIFIER ON BREAST CANCER
PERFORMANCE EVALUATION OF DIFFERENT CLASSIFIER ON BREAST CANCER
 
COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...
COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...
COMPARATIVE STUDY OF BELL PEPPER ON THE ASPECTS OF THEIR APPROXIMATE ANALYSIS...
 
PREVALENCE EVALUATION OF DIABETIC RETINOPATHY
PREVALENCE EVALUATION OF DIABETIC RETINOPATHYPREVALENCE EVALUATION OF DIABETIC RETINOPATHY
PREVALENCE EVALUATION OF DIABETIC RETINOPATHY
 
MECHANISMS OF PHOTOPERIOD IN REGULATION OF RICE FLOWERING
MECHANISMS OF PHOTOPERIOD IN REGULATION OF RICE FLOWERING MECHANISMS OF PHOTOPERIOD IN REGULATION OF RICE FLOWERING
MECHANISMS OF PHOTOPERIOD IN REGULATION OF RICE FLOWERING
 
SCOPE OF REPLACING FINE AGGREGATE WITH COPPER SLAG IN CONCRETE- A REVIEW
SCOPE OF REPLACING FINE AGGREGATE WITH COPPER SLAG IN CONCRETE- A REVIEWSCOPE OF REPLACING FINE AGGREGATE WITH COPPER SLAG IN CONCRETE- A REVIEW
SCOPE OF REPLACING FINE AGGREGATE WITH COPPER SLAG IN CONCRETE- A REVIEW
 
EFFICIENT EMBEDDED SURVEILLANCE SYSTEM WITH AUTO IMAGE CAPTURING AND EMAIL SE...
EFFICIENT EMBEDDED SURVEILLANCE SYSTEM WITH AUTO IMAGE CAPTURING AND EMAIL SE...EFFICIENT EMBEDDED SURVEILLANCE SYSTEM WITH AUTO IMAGE CAPTURING AND EMAIL SE...
EFFICIENT EMBEDDED SURVEILLANCE SYSTEM WITH AUTO IMAGE CAPTURING AND EMAIL SE...
 
AN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIR
AN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIRAN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIR
AN EXPERIMENTAL STUDY ON SEPARATION OF WATER FROM THE ATMOSPHERIC AIR
 

Ähnlich wie Ijtra130511

doubley fed induction motor
doubley fed induction motordoubley fed induction motor
doubley fed induction motor
usic123
 
11.modeling and performance analysis of a small scale direct driven pmsg base...
11.modeling and performance analysis of a small scale direct driven pmsg base...11.modeling and performance analysis of a small scale direct driven pmsg base...
11.modeling and performance analysis of a small scale direct driven pmsg base...
Alexander Decker
 

Ähnlich wie Ijtra130511 (20)

doubley fed induction motor
doubley fed induction motordoubley fed induction motor
doubley fed induction motor
 
G010234652
G010234652G010234652
G010234652
 
11.modeling and performance analysis of a small scale direct driven pmsg base...
11.modeling and performance analysis of a small scale direct driven pmsg base...11.modeling and performance analysis of a small scale direct driven pmsg base...
11.modeling and performance analysis of a small scale direct driven pmsg base...
 
Cm36532538
Cm36532538Cm36532538
Cm36532538
 
Evaluation of Synchronization and MPPT Algorithms in a DFIG Wind Turbine Cont...
Evaluation of Synchronization and MPPT Algorithms in a DFIG Wind Turbine Cont...Evaluation of Synchronization and MPPT Algorithms in a DFIG Wind Turbine Cont...
Evaluation of Synchronization and MPPT Algorithms in a DFIG Wind Turbine Cont...
 
Mh3621022106
Mh3621022106Mh3621022106
Mh3621022106
 
Active and Reactive Power Control of a Doubly Fed Induction Generator
Active and Reactive Power Control of a Doubly Fed Induction GeneratorActive and Reactive Power Control of a Doubly Fed Induction Generator
Active and Reactive Power Control of a Doubly Fed Induction Generator
 
Study on power control of doubly fed induction generator
Study on power control of doubly fed induction generatorStudy on power control of doubly fed induction generator
Study on power control of doubly fed induction generator
 
Integration of a Wind Turbine Based Doubly Fed Induction Generator Using STAT...
Integration of a Wind Turbine Based Doubly Fed Induction Generator Using STAT...Integration of a Wind Turbine Based Doubly Fed Induction Generator Using STAT...
Integration of a Wind Turbine Based Doubly Fed Induction Generator Using STAT...
 
D03701028034
D03701028034D03701028034
D03701028034
 
journal publishing, how to publish research paper, Call For research paper, i...
journal publishing, how to publish research paper, Call For research paper, i...journal publishing, how to publish research paper, Call For research paper, i...
journal publishing, how to publish research paper, Call For research paper, i...
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
Independent Control of Active and Reactive Powers of a DFIG Based Wind Energy...
Independent Control of Active and Reactive Powers of a DFIG Based Wind Energy...Independent Control of Active and Reactive Powers of a DFIG Based Wind Energy...
Independent Control of Active and Reactive Powers of a DFIG Based Wind Energy...
 
Cy36602610
Cy36602610Cy36602610
Cy36602610
 
4.power quality improvement in dg system using shunt active filter
4.power quality improvement in dg system using shunt active filter4.power quality improvement in dg system using shunt active filter
4.power quality improvement in dg system using shunt active filter
 
Dynamic responses improvement of grid connected wpgs using flc in high wind s...
Dynamic responses improvement of grid connected wpgs using flc in high wind s...Dynamic responses improvement of grid connected wpgs using flc in high wind s...
Dynamic responses improvement of grid connected wpgs using flc in high wind s...
 
Australia 1
Australia 1Australia 1
Australia 1
 
DYNAMIC RESPONSES IMPROVEMENT OF GRID CONNECTED WPGS USING FLC IN HIGH WIND S...
DYNAMIC RESPONSES IMPROVEMENT OF GRID CONNECTED WPGS USING FLC IN HIGH WIND S...DYNAMIC RESPONSES IMPROVEMENT OF GRID CONNECTED WPGS USING FLC IN HIGH WIND S...
DYNAMIC RESPONSES IMPROVEMENT OF GRID CONNECTED WPGS USING FLC IN HIGH WIND S...
 
Indirect Control of a Doubly-Fed Induction Machine for Wind Energy Conversion
Indirect Control of a Doubly-Fed Induction Machine for Wind Energy ConversionIndirect Control of a Doubly-Fed Induction Machine for Wind Energy Conversion
Indirect Control of a Doubly-Fed Induction Machine for Wind Energy Conversion
 
A Hybrid Control Scheme for Fault Ride-Through Capability using Line-Side Con...
A Hybrid Control Scheme for Fault Ride-Through Capability using Line-Side Con...A Hybrid Control Scheme for Fault Ride-Through Capability using Line-Side Con...
A Hybrid Control Scheme for Fault Ride-Through Capability using Line-Side Con...
 

Mehr von International Journal of Technical Research & Application

EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...
EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...
EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...
International Journal of Technical Research & Application
 
POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...
POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...
POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...
International Journal of Technical Research & Application
 
MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...
MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...
MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...
International Journal of Technical Research & Application
 
EFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTY
EFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTYEFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTY
EFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTY
International Journal of Technical Research & Application
 
EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...
EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...
EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...
International Journal of Technical Research & Application
 
PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...
PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...
PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...
International Journal of Technical Research & Application
 

Mehr von International Journal of Technical Research & Application (20)

STUDY & PERFORMANCE OF METAL ON METAL HIP IMPLANTS: A REVIEW
STUDY & PERFORMANCE OF METAL ON METAL HIP IMPLANTS: A REVIEWSTUDY & PERFORMANCE OF METAL ON METAL HIP IMPLANTS: A REVIEW
STUDY & PERFORMANCE OF METAL ON METAL HIP IMPLANTS: A REVIEW
 
EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...
EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...
EXPONENTIAL SMOOTHING OF POSTPONEMENT RATES IN OPERATION THEATRES OF ADVANCED...
 
POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...
POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...
POSTPONEMENT OF SCHEDULED GENERAL SURGERIES IN A TERTIARY CARE HOSPITAL - A T...
 
STUDY OF NANO-SYSTEMS FOR COMPUTER SIMULATIONS
STUDY OF NANO-SYSTEMS FOR COMPUTER SIMULATIONSSTUDY OF NANO-SYSTEMS FOR COMPUTER SIMULATIONS
STUDY OF NANO-SYSTEMS FOR COMPUTER SIMULATIONS
 
ENERGY GAP INVESTIGATION AND CHARACTERIZATION OF KESTERITE CU2ZNSNS4 THIN FIL...
ENERGY GAP INVESTIGATION AND CHARACTERIZATION OF KESTERITE CU2ZNSNS4 THIN FIL...ENERGY GAP INVESTIGATION AND CHARACTERIZATION OF KESTERITE CU2ZNSNS4 THIN FIL...
ENERGY GAP INVESTIGATION AND CHARACTERIZATION OF KESTERITE CU2ZNSNS4 THIN FIL...
 
POD-PWM BASED CAPACITOR CLAMPED MULTILEVEL INVERTER
POD-PWM BASED CAPACITOR CLAMPED MULTILEVEL INVERTERPOD-PWM BASED CAPACITOR CLAMPED MULTILEVEL INVERTER
POD-PWM BASED CAPACITOR CLAMPED MULTILEVEL INVERTER
 
DIGITAL COMPRESSING OF A BPCM SIGNAL ACCORDING TO BARKER CODE USING FPGA
DIGITAL COMPRESSING OF A BPCM SIGNAL ACCORDING TO BARKER CODE USING FPGADIGITAL COMPRESSING OF A BPCM SIGNAL ACCORDING TO BARKER CODE USING FPGA
DIGITAL COMPRESSING OF A BPCM SIGNAL ACCORDING TO BARKER CODE USING FPGA
 
MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...
MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...
MODELLING THE IMPACT OF FLOODING USING GEOGRAPHIC INFORMATION SYSTEM AND REMO...
 
LI-ION BATTERY TESTING FROM MANUFACTURING TO OPERATION PROCESS
LI-ION BATTERY TESTING FROM MANUFACTURING TO OPERATION PROCESSLI-ION BATTERY TESTING FROM MANUFACTURING TO OPERATION PROCESS
LI-ION BATTERY TESTING FROM MANUFACTURING TO OPERATION PROCESS
 
QUALITATIVE RISK ASSESSMENT AND MITIGATION MEASURES FOR REAL ESTATE PROJECTS ...
QUALITATIVE RISK ASSESSMENT AND MITIGATION MEASURES FOR REAL ESTATE PROJECTS ...QUALITATIVE RISK ASSESSMENT AND MITIGATION MEASURES FOR REAL ESTATE PROJECTS ...
QUALITATIVE RISK ASSESSMENT AND MITIGATION MEASURES FOR REAL ESTATE PROJECTS ...
 
IMPLEMENTATION OF METHODS FOR TRANSACTION IN SECURE ONLINE BANKING
IMPLEMENTATION OF METHODS FOR TRANSACTION IN SECURE ONLINE BANKINGIMPLEMENTATION OF METHODS FOR TRANSACTION IN SECURE ONLINE BANKING
IMPLEMENTATION OF METHODS FOR TRANSACTION IN SECURE ONLINE BANKING
 
EFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTY
EFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTYEFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTY
EFFECT OF TRANS-SEPTAL SUTURE TECHNIQUE VERSUS NASAL PACKING AFTER SEPTOPLASTY
 
EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...
EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...
EVALUATION OF DRAINAGE WATER QUALITY FOR IRRIGATION BY INTEGRATION BETWEEN IR...
 
THE CONSTRUCTION PROCEDURE AND ADVANTAGE OF THE RAIL CABLE-LIFTING CONSTRUCTI...
THE CONSTRUCTION PROCEDURE AND ADVANTAGE OF THE RAIL CABLE-LIFTING CONSTRUCTI...THE CONSTRUCTION PROCEDURE AND ADVANTAGE OF THE RAIL CABLE-LIFTING CONSTRUCTI...
THE CONSTRUCTION PROCEDURE AND ADVANTAGE OF THE RAIL CABLE-LIFTING CONSTRUCTI...
 
TIME EFFICIENT BAYLIS-HILLMAN REACTION ON STEROIDAL NUCLEUS OF WITHAFERIN-A T...
TIME EFFICIENT BAYLIS-HILLMAN REACTION ON STEROIDAL NUCLEUS OF WITHAFERIN-A T...TIME EFFICIENT BAYLIS-HILLMAN REACTION ON STEROIDAL NUCLEUS OF WITHAFERIN-A T...
TIME EFFICIENT BAYLIS-HILLMAN REACTION ON STEROIDAL NUCLEUS OF WITHAFERIN-A T...
 
A STUDY ON THE FRESH PROPERTIES OF SCC WITH FLY ASH
A STUDY ON THE FRESH PROPERTIES OF SCC WITH FLY ASHA STUDY ON THE FRESH PROPERTIES OF SCC WITH FLY ASH
A STUDY ON THE FRESH PROPERTIES OF SCC WITH FLY ASH
 
AN INSIDE LOOK IN THE ELECTRICAL STRUCTURE OF THE BATTERY MANAGEMENT SYSTEM T...
AN INSIDE LOOK IN THE ELECTRICAL STRUCTURE OF THE BATTERY MANAGEMENT SYSTEM T...AN INSIDE LOOK IN THE ELECTRICAL STRUCTURE OF THE BATTERY MANAGEMENT SYSTEM T...
AN INSIDE LOOK IN THE ELECTRICAL STRUCTURE OF THE BATTERY MANAGEMENT SYSTEM T...
 
PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...
PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...
PHYSICO-CHEMICAL AND BACTERIOLOGICAL ASSESSMENT OF RIVER MUDZIRA WATER IN MUB...
 
PERFORMANCE ANALYSIS OF MICROSTRIP PATCH ANTENNA USING COAXIAL PROBE FEED TEC...
PERFORMANCE ANALYSIS OF MICROSTRIP PATCH ANTENNA USING COAXIAL PROBE FEED TEC...PERFORMANCE ANALYSIS OF MICROSTRIP PATCH ANTENNA USING COAXIAL PROBE FEED TEC...
PERFORMANCE ANALYSIS OF MICROSTRIP PATCH ANTENNA USING COAXIAL PROBE FEED TEC...
 
OVERVIEW OF TCP PERFORMANCE IN SATELLITE COMMUNICATION NETWORKS
OVERVIEW OF TCP PERFORMANCE IN SATELLITE COMMUNICATION NETWORKSOVERVIEW OF TCP PERFORMANCE IN SATELLITE COMMUNICATION NETWORKS
OVERVIEW OF TCP PERFORMANCE IN SATELLITE COMMUNICATION NETWORKS
 

KĂŒrzlich hochgeladen

1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
QucHHunhnh
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 

KĂŒrzlich hochgeladen (20)

Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Spatium Project Simulation student brief
Spatium Project Simulation student briefSpatium Project Simulation student brief
Spatium Project Simulation student brief
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Magic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptxMagic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptx
 
TỔNG ÔN TáșŹP THI VÀO LỚP 10 MÔN TIáșŸNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGở Â...
TỔNG ÔN TáșŹP THI VÀO LỚP 10 MÔN TIáșŸNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGở Â...TỔNG ÔN TáșŹP THI VÀO LỚP 10 MÔN TIáșŸNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGở Â...
TỔNG ÔN TáșŹP THI VÀO LỚP 10 MÔN TIáșŸNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGở Â...
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 

Ijtra130511

  • 1. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 15 | P a g e DFIG-BASED WIND POWER CONVERSION SYSTEM CONNECTED TO GRID Akshay kumar Department of electronics and communication AKGEC Ghaziabad, INDIA. Abstract- This paper presents the complete modeling and real-time simulation of wind turbine driven doubly-fed induction generator (DFIG) which feeds ac power to the utility grid. For that, two pulse width modulated voltage source converters are connected back to back between the rotor terminals and utility grid via common dc link. It is found that there are so many limitations in the conventional control techniques of DFIG. This paper presents a configuration of a DFIG- based wind Energy Conversion system (WECS) with a battery energy storage system (BESS) in the dc link with a control strategy to maintain the grid power constant. This proposed control strategy then Simulated in Matlab-Simulink. Simulation results show that the proposed strategy can enhance the performance of the DFIG. Index Terms— Doubly fed induction generator (DFIG), DC-link voltage control, vector control, wind energy conversion system (WECS). I. INTRODUCTION Renewable energy including solar, wind, tidal, small Hydro, geothermal, refused derived fuel and fuel cell energies is sustainable, reusable and environmentally friendly and clean. With the increasing shortage in fossil fuels, and pollution problems renewable energy has become an important energy source. Wind energy is the fastest growing and most promising renewable energy source among them due to economically viable. In India, the total installed capacity of wind power generation is 8754 MW in the year 2008.By the end of 2012, the total installed capacity is going to be reached to 12000 MW according to ministry of new and renewable energy, India and total installed capacity of wind energy is estimated to be more than 160 GW [1-8]. During last two decades, the high penetration of wind turbines in the power system has been closely related to the advancement of the wind turbine technology and the way of how to control. Doubly- fed induction machines are receiving increasing attention for wind energy conversion system during such situation. because the main advantage of such machines is that, if the rotor current is governed applying field orientation control-carried out using commercial double sided PWM inverters, decoupled control of stator side active and reactive power results and the power processed by the power converter is only a small fraction of the total system power. So, doubly-fed induction machine with vector control is very attractive to the high performance variable speed drive and generating applications [1- 4]. Presently, commercial DFIG wind turbines mainly use the technology that was developed a decade ago [11], based on the standard decoupled d-q vector control mechanism. This paper shows that there is a limitation in the conventional vector control approach for the grid-side converter of the DFIG wind turbine. The weakness is more evident when the converter operates beyond its linear modulation limit. This situation has also been reported recently by many studies in different applications. This paper develops a mechanism for improved control of a DFIG wind turbine under a direct-current vector control configuration. Then, based on the proposed control structure, the integrated DFIG system control is developed, reactive power control, and grid voltage support control. A dynamic steady state simulation of WECS is essential to understand the behavior of WECS using MATLAB. A
  • 2. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 16 | P a g e Simulation analysis is performed and a variety of DFIG characteristics are analyzed. II. WIND TURBINE MODELING Wind turbines convert the kinetic energy present in the wind into mechanical energy by means of producing torque. Since the energy contained by the wind is in the form of kinetic energy, its magnitude depends on the air density and the wind velocity. The wind power developed by the turbine is given by the equation (1) [1-10]: (1) Where is the Power Co-efficient, is the air density in kg/m3, A is the area of the turbine blades in m2 and V is the wind velocity in m/sec. The power coefficient is defined as the power output of the wind turbine to the available power in the wind regime. This coefficient determines the “maximum power” the wind turbine can absorb from the available wind power at a given wind speed. It is a function of the tip-speed ratio ( ) and the blade pitch angle ( . The blade pitch angle can be controlled by using a “pitch- controller” and the tip-speed ratio (TSR) is given as (2) Where is the rotational speed of the generator and R is radius of the rotor blades. Hence, the TSR can be controlled by controlling the rotational speed of the generator. For a given wind speed, there is only one rotational speed of the generator which gives a maximum value of , at a given . This is the major principle behind “maximum-power point tracking” (MPPT) and a wind turbine needs to be designed keeping this strategy in mind. III. DOUBLY FED INDUCTION GENERATOR The wind turbine and the doubly-fed induction generator (WTDFIG) are shown in the fig.1 called the Wind Turbine and the Doubly-Fed Induction Generator System. The AC/DC/AC converter is divided into two components: the rotor-side converter (Crotor) and the grid-side converter (Cgrid). Crotor and Cgrid are Voltage-Sourced Converters that use forced- commutated power electronic devices (IGBTs) to synthesize an AC voltage from a DC voltage source. A capacitor connected on the DC side acts as the DC voltage source. A coupling inductor L is used to connect Cgrid to the grid. The three-phase rotor winding is connected to Crotor by slip rings and brushes and the three-phase stator winding is directly connected to the grid. The power captured by the wind turbine is converted into electrical power by the induction generator and it is transmitted to the grid by the stator and the rotor windings. The control system generates the pitch angle command and the voltage command signals Vr and Vgc for Crotor and Cgrid respectively in order to control the power of the wind turbine, the DC bus voltage and the reactive power or the voltage at the grid terminals. Fig.1. The Wind Turbine and the Doubly-Fed Induction Generator System. IV. OPERATING PRINCIPLE OF THE WIND TURBINE DOUBLY-FED INDUCTION GENERATOR The power flow, illustrated in the fig.2 called the Power Flow, is used to describe the operating principle. In this figure the followings parameters are used: Pm Mechanical power captured by the wind turbine and transmitted to the rotor Ps Stator electrical power output Pr Rotor electrical power output Pgc Cgrid electrical power output Qs Stator reactive power output
  • 3. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 17 | P a g e Qr Rotor reactive power output Qgc Cgrid reactive power output Tm Mechanical torque applied to rotor Tem Electromagnetic torque applied to the rotor by the generator Rotational speed of rotor Rotational speed of the magnetic flux in the air-gap of the generator, this speed is named synchronous speed. It is proportional to the frequency of the grid voltage and to the number of generator poles. J Combined rotor and wind turbine inertia coefficient. The mechanical power and the stator electric power output are computed as follows: Pm = Tm (3) Ps = Tem (4) For a loss less generator the mechanical equation is = Tm - Tem (5) In steady-state at fixed speed for a loss less generator Tm = Tem & Pm = Ps + Pr (6) It follows that: Pr = Pm - Ps = Tm - Tem = - Tm ( ) = - s Tm = - s Ps (7) where s is defined as the slip of the generator: s = ( ) (8) Fig.2. The Power Flow Generally the absolute value of slip is much lower than 1 and, consequently, Pr is only a fraction of Ps. Since Tm is positive for power generation and since is positive and constant for a constant frequency grid voltage, the sign of Pr is a function of the slip sign. Pr is positive for negative slip (speed greater than synchronous speed) and it is negative for positive slip (speed lower than synchronous speed). For super-synchronous speed operation, Pr is transmitted to DC bus capacitor and tends to rise the DC voltage. For sub-synchronous speed operation, Pr is taken out of DC bus capacitor and tends to decrease the DC voltage. Cgrid is used to generate or absorb the power Pgc in order to keep the DC voltage constant. In steady-state for a loss less AC/DC/AC converter Pgc is equal to Pr and the speed of the wind turbine is determined by the power Pr absorbed or generated by Crotor. The power control will be explained below. The phase-sequence of the AC voltage generated by Crotor is positive for sub-synchronous speed and negative for super-synchronous speed. The frequency of this voltage is equal to the product of the grid frequency and the absolute value of the slip. Crotor and Cgrid have the capability of generating or absorbing reactive power and could be used to control the reactive power or the voltage at the grid terminals. V. ROTOR CONTROL SYSTEM The rotor-side converter is used to control the wind turbine output power and the voltage (or reactive power) measured at the grid terminals. The power is controlled in order to follow a pre-defined power- speed characteristic, named tracking characteristic. An example of such a characteristic is illustrated in
  • 4. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 18 | P a g e the fig.3 called Turbine Characteristics and Tracking Characteristic, by the ABCD curve superimposed to the mechanical power characteristics of the turbine obtained at different wind speeds. The actual speed of the turbine is measured and the corresponding mechanical power of the tracking characteristic is used as the reference power for the power control loop. The tracking characteristic is defined by four points: A, B, C and D. From zero speed to speed of point A the reference power is zero. Between point A and point B the tracking characteristic is a straight line, the speed of point B must be greater than the speed of point A. Between point B and point C the tracking characteristic is the locus of the maximum power of the turbine (maxima of the turbine power vs turbine speed curves). The tracking characteristic is a straight line from point C and point D. The power at point D is one per unit (1 pu) and the speed of the point D must be greater than the speed of point C. Beyond point D the reference power is a constant equal to one per unit (1 pu). Fig.3. Turbine Characteristics and Tracking Characteristic The generic power control loop is illustrated in the fig.4 and fig.5 called Rotor-Side Converter Control System. The actual electrical output power, measured at the grid terminals of the wind turbine, is added to the total power losses (mechanical and electrical) and is compared with the reference power obtained from the tracking characteristic. A Proportional-Integral (PI) regulator is used to reduce the power error to zero. The output of this regulator is the reference rotor current Iqr_ref that must be injected in the rotor by converter Crotor. This is the current component that produces the electromagnetic torque Tem. The actual Iqr component of positive-sequence current is compared to Iqr_ref and the error is reduced to zero by a current regulator (PI). The output of this current controller is the voltage Vqr generated by Crotor. The current regulator is assisted by feed forward terms which predict Vqr. Fig.4. Rotor-Side Converter Control System Fig.5. Block diagram of Rotor-Side Converter Control System The voltage or the reactive power at grid terminals is controlled by the reactive current flowing in the converter Crotor. The generic control loop is illustrated in the fig.5 called Rotor-Side Converter Control System. When the wind turbine is operated in voltage regulation mode, it implements the following V-I characteristic shown in fig .6..
  • 5. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 19 | P a g e Fig.6. Wind Turbine V-I Characteristic As long as the reactive current stays within the maximum current values (-Imax, Imax) imposed by the converter rating, the voltage is regulated at the reference voltage Vref. However, a voltage droop is normally used (usually between 1% and 4% at maximum reactive power output), and the V-I characteristic has the slope indicated in the figure called Wind Turbine V-I Characteristic. In the voltage regulation mode, the V-I characteristic is described by the following equation: V = Vref + Xs.I (9) Where V Positive sequence voltage (pu) I Reactive current (pu/Pnom) (I > 0 indicates an inductive current) Xs Slope or droop reactance (pu/Pnom) Pnom Three-phase nominal power of the converter specified in the block dialog box. When the wind turbine is operated in var regulation mode the reactive power at grid terminals is kept constant by a var regulator. The output of the voltage regulator or the var regulator is the reference d-axis current Idr_ref that must be injected in the rotor by converter Crotor. The same current regulator as for the power control is used to regulate the actual Idr component of positive-sequence current to its reference value. The output of this regulator is the d-axis voltage Vdr generated by Crotor. The current regulator is assisted by feed forward terms which predict Vdr. Vdr and Vqr are respectively the d-axis and q-axis of the voltage Vr. VI. GRID CONTROL SYSTEM The converter Cgrid is used to regulate the voltage of the DC bus capacitor. In addition, this model allows using Cgrid converter to generate or absorb reactive power. The control system, illustrated in the fig.7 called Grid-Side Converter Control System, consists of:  Measurement systems measuring the d and q components of AC positive-sequence currents to be controlled as well as the DC voltage Vdc.  An outer regulation loop consisting of a DC voltage regulator. The output of the DC voltage regulator is the reference current Idgc_ref for the current regulator (Idgc = current in phase with grid voltage which controls active power flow).  An inner current regulation loop consisting of a current regulator. The current regulator controls the magnitude and phase of the voltage generated by converter Cgrid (Vgc) from the Idgc_ref produced by the DC voltage regulator and specified Iq_ref reference. The current regulator is assisted by feed forward terms which predict the Cgrid output voltage. The magnitude of the reference grid converter current Igc_ref is equal to √ . The maximum value of this current is limited to a value defined by the converter maximum power at nominal voltage. When Idgc_ref and Iq_ref are such that the magnitude is higher than this maximum value the Iq_ref component is reduced in order to bring back the magnitude to its maximum value. Fig.7. Grid-Side Converter Control System VII. PITCH ANGLE CONTROL SYSTEM The pitch angle is kept constant at zero degree until the speed reaches point D speed of the tracking characteristic. Beyond point D the pitch angle is proportional to the speed deviation from point D
  • 6. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 20 | P a g e speed. The control system is illustrated in the following fig.8. Fig.8. Pitch Control System VIII. MATHEMATICAL MODELING OF DFIG A simplified mathematical model would help in efficient analysis of the behavior of any complex system, under different operating conditions and control strategies. For a DFIG, the most common way of deriving a mathematical model is in terms of direct and quadrature axes (dq axes) quantities in a frame which rotates synchronously with the stator flux vector. An equivalent circuit for the DFIG in the synchronous reference frame [14] is represented in Fig.9. The expressions related to this model are as (10) (11) (12) (13) ̅ ̅ ̅ ̅̅ ̅̅ ̅ ̅ ̅ (14) Where ̅ ̅ ̅ ̅̅ and ̅ ̅ ̅ ̅ ̅ are the complex conjugates of the stator-current and rotor-current space vectors and stator and rotor inductances are defined as (15) and (16) The complex torque equation of (14) can be resolved in reference d-q leading to [ ] (17) The stator side active and reactive powers are given as ̅ ̅ ̅ ̅̅ (18) ̅ ̅ ̅ ̅̅ (19) considering that ̅ ̅ ̅ ̅̅ ̅̅̅̅̅̅ ̅̅ ̅ ̅ ̅ (20) The active and reactive power equations are modified as[14] (21) (22) Fig..9. Complex synchronous equivalent of a DFIG Thus, the magnitudes of stator currents govern the active and reactive powers of the stator, and these currents depend on the rotor currents. Thus, the active and reactive powers can be controlled by appropriately controlling the rotor currents ( and ) in WECS. XI. MATLAB-BASED MODELING The model of WECS with BESS shown in Fig. 1 is developed in the MATLAB-SIMULINK shown in fig.10 and results are presented to demonstrate its behavior at different wind speeds.
  • 7. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 21 | P a g e Figs. 11, 12, and 13 show the performance of the proposed configuration of a DFIG-based WECS at sub-synchronous speed, super-synchronous speed, and during transition i.e., at synchronous speed, respectively. The waveforms for stator voltage , grid current, grid side converter current, rotor side converter current , stator current, rotor speed , dc link voltage , reactive power, grid power, and battery power are presented for different wind speeds. The convention for the battery power is chosen as to be negative if the battery discharges any power to the grid and positive if power is stored in the battery. In all three cases, the value of the grid power is maintained to be constant at 0.75 MW by the modified grid power control strategy. However, this is maintained by either charging or discharging the battery in the corresponding region of operation. The reactive power is maintained at a stable value of zero, demonstrating a unity power factor operation. The analysis has been performed at variable wind speeds and the grid power is maintained to be constant at the reference value. The reference grid power can be chosen to be the average power supplied by the total period of operation. Hence, the grid power reference is chosen to be 0.75 MW as calculated and satisfactory results are obtained as shown in Figs. 11– 13. Fig.10. GSC and RSC control of DFIG wind turbine in Sim-Power Systems
  • 8. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 22 | P a g e Fig.11. Performance of a DFIG-based WECS with a BESS at sub-synchronous speed (wind speed =8 m/s, rotor speed = 0.9 p.u.). X. CONCLUSION This paper has presented the modeling and simulation of doubly-fed induction generator driven by a wind turbine with a BESS in the dc link which feeds constant power to the utility grid. The power flow control in the DFIG can be obtained by connecting two back to back PWM converters between rotor and utility grid. The PWM rectifier model and PWM inverter model has been described and these two converters provides bi-directional power flow with reduced power rating. It is observed that DFIG driven by wind turbine with a BESS shows satisfactory performance under different wind speed conditions. In “over generation” if utility fails to maintain the grid power constant, the consumers are to be paid in return to absorb the excess power, which means that consumers loose both energy and money. The proposed control strategy mitigates this problem by maintain the grid power constant under different wind speeds. The main disadvantage of this control strategy is using a high rating of BESS. Compared to conventional control strategy, this DFIG driven by wind Turbine with a BESS in the dc link is more stable and shows better performance. Fig. 12. Performance of a DFIG-based WECS with a BESS at super-synchronous speed (wind speed = 12 m/s, rotor speed = 1.2 p.u.). APPENDIX
  • 9. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 23 | P a g e A. Parameters of the Wind Turbine Parameters Value Rated Power 1500kw Cut-in Wind speed 4m/s Rated Wind speed 14m/s Cut-out Wind 20m/s No. of Blades 3 Rotor Diameter 82m Swept Area 5281m2 Fig. 13. Performance of a DFIG-based WECS with a BESS at super-synchronous speed (wind speed = 10 m/s, rotor speed = 1 p.u.). B. Parameters of the Battery Parameters Value Battery Nominal Voltage 1200v Internal resistance 10000Ω Internal capacitor 675000F Battery Series Resistance 0.00094Ω C. Parameters of the DFIG Parameter Value Rated Power(MW) 1.5 Stator Voltage(V)/Frequency(Hz) 575/50 Stator/Rotor turns 0.38 Pole numbers 4 Stator Resisitance(pu) 0.00706 Rotor Resistance(pu) 0.005 Stator leakage Inductance(pu) 0.171 Rotor leakage Inductance(pu) 0.156 Magnetizing Inductance(pu) 2.9 Lumped Inertia constant(s) 5.04 REFERENCES [1] S. Muller, M. Deicke and R. W. De Doncker, “Doubly fed induction generator systems for wind turbine,” IEEE Industry Applications Magazine, Vol.3, , pp. 26-33.2002. [2] R. Pena, J. C. Clare and G. M. Asher, “Doubly fed induction generator using back-to-back PWM converts and its application to variable speed wind- energy generation,” IEE Proceedings Electrical Power Application, Vol.143, pp. 231-241.1996 [3] A. Tapia, G. Tapia, J. X. Ostolaza and J. R. Saenz, “Modeling and control of a wind turbine driven doubly fed induction generator,” IEEE Transactions on Energy Conversion, Vol.18, pp. 194- 204.2003 [4] Yazhou Lei, Alan Mullane, Gordon Lightbody, and Robert Yacamini, “Modeling of the Wind Turbine With a Doubly Fed Induction Generator for
  • 10. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 1, Issue 3 (july-August 2013), PP. 15-24 24 | P a g e Grid Integration Studies,” IEEE Transactions on Energy Conversion, Vol. 21(1), pp.257-264.2006 [5] V.Akhmatoy and H.Krudsen, “Modelling of windmill induction generator in dynamic simulation programs,” Proc. IEEE Int. Conference on Power Technology, Budapest,Hungary, paper No. 108.Aug 1999. [6] H.Li and Z.Chen, “Overview of generator topologies for wind turbines,” IET Proc. Renewable Power Generation, vol. 2, no. 2, pp. 123–138, Jun.2008. [7] Lucian Mihet-Popa, Frede Blaabrierg, “Wind Turbine Generator Modeling and Simulation Where Rotational Speed is the Controlled Variable”, IEEE Transactions on Industry Applications, Vol. 40.No.1, January/February 2004. [8] B.H.Chowary, Srinivas Chellapilla, “Doubly-fed induction generator for variable speed wind power generation” Transactions on Electric Power System Research, Vol.76,pp. 786-800, Jan 2006. [9] Sandy Smith,Rebecca Todd and Mike Barnes “Improved Energy Conversion for Doubly- Fed Wind Generators”, Proceedings of IAS 2005, pp. 7803- 9208, June 2005. [10] Jamel Belhadj and Xavier Roboam “Investigation of different methods to control a small variable- speed wind turbine with PMSM drives”, ASME Transactions on Journal of Energy Resources Technology, Vol. 129 / 201, September 2007. [11] S. Muller, M. Deicke, and R. W. De Doncker, “Doubly fed induction generator systems for wind turbines,” IEEE Ind. Appl. Mag., vol. 8, no. 3, pp. 26–33, May/Jun. 2002. [12] R. Pena, J. C. Clare, and G. M. Asher, “Doubly fed induction generator using back-to-backPWM converters and its application to variable speed wind-energy generation,” in Proc. Inst. Elect. Eng., Elect. Power Appl., May 1996, vol. 143, no. 3. [13] A. D. Hansen, P. SĂžrensen, F. Iov, and F. Blaabjerg, “Control of variable speed wind turbines with doubly-fed induction generators,” Wind Eng., vol. 28, no. 4, pp. 411–432, Jun. 2004. [14] V. C. Ganti, Bhim Singh, Shiv Kumar Aggarwal and Tara Chandra Kandpal, “DFIG- Based wind power conversion with grid power leveling for reduced gusts,”IEEE Transactions on sustainable energy, Vol. 3, No 1, January 2012. [15] Shuhui Li, Timothy A. Haskew, Keith A. Williams and Richard P. Swatloski, “Control of DFIG wind turbine with direct current vector control configuration,” IEEE Transactions on sustainable energy, Vol. 3, No 1, January 2012. Akshay Kumar was born in Ghaziabad, India, in 1988. He received the B. Tech (Electrical and Electronics) degree from Ideal Institute of Technology, Ghaziabad (affiliated to UPTU, Uttar Pradesh), in 2009 and, currently pursuing his M. Tech (Electrical Power and Energy Systems) from Ajay Kumar Garg Engineering College, Ghaziabad (affiliated to MTU, Uttar Pradesh). He worked in Industry and he has also teaching experience of more than 1 and half year in Engineering College.