Abstract—The static synchronous compensator (STATCOM) is one of the developed converter-based flexible AC transmission systems (FACTS) controllers, recently. The STATCOM is shunts with power system and can absorb/deliver reactive power from/to power systems. In this paper, to power flow control in power system by STATCOM, a controller based on neural networks (NNs) have been designed; i.e. multilayer perceptron (MLP). The designed controller has been compared with two conventional controllers; i.e. PI and PID controllers. Influence of each controller on injected active power, injected reactive power and injected current by STATCOM have been analyzed. Three control parameters have used as decision criteria; i.e. peak time, fall time, peak value, fall value and site time. Simulations are performed in MATLAB/SIMULINK environment.
Index Terms—Power Flow Control, static synchronous compensator (statcom), multilayer Perceptron (MLP).
Easa Kazemi Abharian, is with Abhar Applied Sciences and Technology University, Abhar, Iran (email: e63kazemi@gmail.com).
Mohammad karimi and Payam Farhadi are with Young Researchers Club, Parsabad Moghan Branch, Islamic Azad University, Parabad Moghan. Iran (email:mohammadkarimi62@gmail.com),(email:pfarhadi@iaupmogan.ac.i)
Cite: E. Kazemi Abharian, M. Karimi, and P. Farhadi, "STATCOM Controller Design Based on MLP for Power Flow Control," International Journal of Modeling and Optimization vol. 1, no. 4, pp. 327-333, 2011.
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