• Dec 31, 2019 News!Welcome Assoc. Prof. David E. Breen from USA to join the Editorial board of IJMO.   [Click]
  • May 15, 2019 News!Vol.7, No.5- Vol.8, No.4 have been indexed by EI (Inspec).   [Click]
  • Apr 10, 2020 News!Vol. 10, No. 3 has been published with online version.   [Click]
General Information
    • ISSN: 2010-3697  (Online)
    • Abbreviated Title: Int. J. Model. Optim.
    • Frequency: Bimonthly
    • DOI: 10.7763/IJMO
    • Editor-in-Chief: Prof. Adrian Olaru
    • Executive Editor: Ms.Yoyo Y. Zhou
    • Abstracting/ Indexing: ProQuest, Crossref, Electronic Journals Library, Google Scholar, EI (INSPEC, IET), EBSCO, etc.
    • E-mail ijmo@iacsitp.com
Prof. Adrian Olaru
University Politehnica of Bucharest, Romania
I'm happy to take on the position of editor in chief of IJMO. It's a journal that shows promise of becoming a recognized journal in the area of modelling and optimization. I'll work together with the editors to help it progress.
IJMO 2011 Vol.1(4): 327-333 ISSN: 2010-3697
DOI: 10.7763/IJMO.2011.V1.56

STATCOM Controller Design Based on MLP for Power Flow Control

E. Kazemi Abharian, M. Karimi, and P. Farhadi

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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