Title :
An approach to design fuzzy IF-THEN rules for fuzzy-controlled static VAr compensator
Author :
Yamakawa, T. ; Uchino, E ; Miki, T. ; Takayama, M.
Author_Institution :
Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
The paper describes an approach to design fuzzy IF-THEN rules for the fuzzy-controlled static VAr compensator (FCSVC) in a three-phase electric power system. In general, designing fuzzy IF-THEN rules for fuzzy-controlled non-linear MIMO systems is very difficult because the system is too complex to obtain the knowledge of experts sufficiently. Therefore, automatic design of the rules from input-output data is studied by many researchers. However, it is impossible to apply the designing method to the FCSVC in a three-phase electric power system because the system is so dynamic and the input-output data are not obtained completely. We propose a FCSVC, the rules of which are designed more easily and more efficiently and depend on the condition of the system. The effectiveness of the approach described in the paper is verified by the experimental results
Keywords :
MIMO systems; fuzzy control; nonlinear control systems; power system control; static VAr compensators; voltage control; automatic rule design; expert knowledge; fuzzy IF-THEN rule design; fuzzy-controlled nonlinear MIMO systems; fuzzy-controlled static VAr compensator; input-output data; three-phase electric power system; Automatic control; Circuits; Control systems; Fuzzy control; Fuzzy logic; Impedance; Reactive power; Static VAr compensators; Three-phase electric power; Voltage;
Conference_Titel :
Artificial Neural Networks and Expert Systems, 1995. Proceedings., Second New Zealand International Two-Stream Conference on
Conference_Location :
Dunedin
Print_ISBN :
0-8186-7174-2
DOI :
10.1109/ANNES.1995.499453