The document describes a study that designed a self-tuning PI controller for a Static Synchronous Compensator (STATCOM) using a Bats Echolocation Algorithm (BEA). A STATCOM is a Flexible AC Transmission Systems device that helps maintain power system stability. The proposed BEA was used to optimize the PI controller gains to regulate the load bus voltage for a power system configuration that included a STATCOM. Digital simulations showed the self-tuning PI controller using the BEA had a faster dynamic response in maintaining the load bus voltage compared to a fixed gain PI controller, especially for a non-linear load.
Self-Tuning PI Controller for STATCOM Using Bats Algorithm
1. Design of Self-Tuning PI Controller for
STATCOM using Bats Echolocation
Algorithm
Presented by: Mr.G.Kumaravel
Assistant Professor-EEE
Arunai Engineering College
Tiruvannamalai
Guided by: Dr.C.Kumar,B.E.,M.Sc(Engg).,Ph.D.
Director-Academics
SKP Engineering College
Tiruvannamalai
7/16/2011 Six month Review July 2011 1
2. Abstract
A Static Synchronous Compensator (STATCOM) is a typical
Flexible AC Transmission (FACTS) device, play a vital role in
stability of a power system under small and large disturbances.
This paper deals with, Design and Evaluation of a Bats
Echolocation Algorithm (BEA) for self-tuning PI controller of
STATCOM.
The proposed BEA shows very good performance in non
linear load.
The effectiveness of the proposed Bats Echolocation
Algorithm is evaluated by computer simulation. Simulations
are carried out using MATLAB/SIMULINK software.
7/16/2011 Six month Review July 2011 2
4. The load impedance is estimated from load voltage and
load current.
Based on the estimated system load impedance, The
Bats Echolocation algorithm optimize the PI controller
gains.
25/4/2011 Comprehensive Examination 4
6. Voltage Source Inverter is the core element of the STATCOM ,
which is in general converts a DC voltage into an AC output
voltage at power frequency, with controllable amplitude and
phase angle.
This paper proposes a self-tuning PI controller ,to maintain the
magnitude of the bus voltage by controlling the magnitude and
phase shift of the output voltage (Vp) of the VSC.
Under steady state, there is no real power transfer occurs via
coupling transformer
If Vs>Vp,the VSC draws reactive power from the AC bus.
Whereas if Vs<Vp , it supplies reactive power to the AC
system
7/16/2011 Six month Review July 2011 6
7. Fixed – Gain PI Controller for STATCOM
7/16/2011 Six month Review July 2011 7
8. Fixed gain PI controllers are normally used to regulate a load
bus voltage under disturbance conditions
The d-axis and q-axis current regulators regulate ipd and ipq in
order to get desired ipdref and ipqref by adjusting the epd and epq
values.Inorder to compute the phase angle α as phase angle
difference of Vt and Vs.
7/16/2011 Six month Review July 2011 8
9. Bats Echolocation System
• Bats emits ultrasonic sound of 5 to 20ms duration at a rate of
10Hz, while looking for prey, by measuring the time of flight,
bats estimate their distance from the target.
• When the single pulse repetition rate increases up to
200Hz.bats enter the approach phase to prey.
• By means of this, bats avoid overlapping of pulses which
results in loss of resolution
7/16/2011 Six month Review July 2011 9
16. System parameters
Source voltage (Erms(p-p)) =25(kV),
source x/r ratio=7, F=50(Hz),
Load resistance in the non linear load (Rl) = 3000Ω,
filter L=0.1(H),C=250μF,
capacitor value on DC side of VSI=1mF
7/16/2011 Six month Review July 2011 16
17. Stable Regions of Kp and Ki values
KP KI Load
-20 -10 Light Load
-15 -30 15 + j30Ω.
-10 -40
-15 -10 Medium Load
-10 -30 8+ j15Ω.
-5 -55
-10 -10 Heavy Load
-7 -20 3 + j7Ω.
-5 -20
19. Dynamic response of system for non linear load
with fixed gain PI controller
7/16/2011 Six month Review July 2011 19
20. Dynamic response of system for non linear load
with self tuning PI controller using BEA
7/16/2011 Six month Review July 2011 20
21. Dynamic response of source current for non
linear load
7/16/2011 Six month Review July 2011 21
22. Dynamic response of DC capacitor voltage for
non linear load
7/16/2011 Six month Review July 2011 22
23. Response of q-axis current of STATCOM
controller
7/16/2011 Six month Review July 2011 23
24. Digital Simulation Results
In fixed gain PI controller, Kp and Ki values are selected as
0.01 and 0.1 respectively for non linear load with 3kΩ.
The dynamic response of system for non linear load with fixed
gain PI controller shows the stability in load bus voltage is
obtained in 0.017 seconds.
The dynamic response of system load bus voltage for non
linear load with self tuning PI controller using BEA shows the
stability is obtained within 0.0012 seconds.
7/16/2011 Six month Review July 2011 24
25. Conclusion
The fast dynamic response obtained in system load bus when
self tuning PI controller using Bats Echolocation algorithm is
used as a STATCOM controller as compared with fixed gain
PI controller.
7/16/2011 Six month Review July 2011 25
26. References
1. Grady, A. Mansoor, E. F. Fuchs, P. Verde, and M. Doyle,
“Estimating the net harmonic currents produced by selected
distributed single-phase loads: Computers,televisions, and
incandescent light dimmers,” in Proc. IEEE Power Eng. Soc.
Winter Meeting,Jan. 2002,vol. 2,pp. 1090–1094.
2. M. Uzunoglu, C. Kocatepe, R. Yumurtaci, “Voltage Stability
Analysis in the Power Systems Including Non-Linear
Loads”European Transactions on Electrical Power, Volume
14, Issue 1,Date: January/February 2004, Pages: 41-56.
3. N.G.Hingorani and L.Gyugi, Understanding FACTS. New
York: IEEE Press, 2000.
7/16/2011 Six month Review July 2011 26
27. 4. T.J.E.Miller, Ed., Reactive Power Control in Electric
Systems. New York: Wiley, 1982.
5. B.S.Chen and Y. Y. Hsu, “An analytical approach to
harmonic analysis and controller design of a STATCOM,”
IEEE Trans. Power Del., vol. 22,no. 1, pp. 423–432, Jan.
2007.
6. JI-CHANG LE and YA-HU KUO, Decoupled fuzzy sliding-
mode control, IEEE Trans. On Fuzzy Systems, Vol. 6, 1998.
7. Hung-Chi Tsai; Chia-Chi Chu; "Nonlinear STATCOM
Controller using Passivity-Based Sliding Mode Control"
IEEE APCCAS, 4-7 Dec. 2006 Page(s):1996 – 1999.
7/16/2011 Six month Review July 2011 27
28. 8. Yazdani, A.; Crow, M.L.; Guo, J.; "A comparison of linear
and nonlinear STATCOM control for power quality
enhancement" IEEE Power and Energy Society General
Meeting - onversion and Delivery of Electrical Energy in the
21st Century, 20-24 July 2008 Page(s):1 –6.
9. Allen, G. M. (1940), Bats, Harvard University Press.
10. Griffin, D. R. (1944), „Echolocation in blind men, bats and
radar‟, Science 100, 589–590.
11. Souvik Chattopadhyay and V. Ramanarayanan, “A Voltage
Sensorless Current Shaping Method for Balancing the Input
Current of the Three Phase Three Wire Boost Rectifier Under
Unbalanced Input Voltage Condition,” accepted for
publication in IEEE Power Electronics Specialists
Conference ‟02, 23-27 June, 2002, Cairns, Australia.
7/16/2011 Six month Review July 2011 28