STATCOM Controller Design Based on MLP for Power Flow Control

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 syst...

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Vydáno v:International journal of modeling and optimization Ročník 1; číslo 4; s. 327 - 333
Hlavní autoři: Abharian, E. Kazemi, Karimi, M., Farhadi, P.
Médium: Journal Article
Jazyk:angličtina
Vydáno: 01.10.2011
Témata:
Active control
Computer simulation
Control systems
Matlab
Multilayer perceptrons
Neural networks
Power flow
Reactive power
ISSN:2010-3697, 2010-3697
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Shrnutí: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.
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ISSN:2010-3697
2010-3697
DOI:10.7763/IJMO.2011.V1.56