DocumentCode :
2231132
Title :
An optimal Takagi-Sugeno Fuzzy PSS for multi- machine power system
Author :
Gharaveisi, A.A. ; Rafiei, S.M.R. ; Barakati, S.M.
Author_Institution :
Dept. of Electr. Eng., Shahid Bahonar Univ. of Kerman, Kerman, Iran
fYear :
2008
fDate :
28-30 Sept. 2008
Firstpage :
1
Lastpage :
9
Abstract :
In this paper, an improved Takagi-Sugeno fuzzy logic PSS is proposed with a novel automatic design method called CDCARLA. As an optimal control system, the proposed PSS can be designed for optimizing any reasonable objective function based on any desired technical requirements. As another advantage of the proposed method, it needs no information about the dynamical model of the power system. And as a consequence, the method is able to consider all nonlinear features of the power system including hard limiters in the excitation system in the PSS design scenario. The proposed system is implemented for both single machine-infinite bus (SMIB) system and multi machine system, and the results are compared with those obtained from two IEEE standard PSS systems. Also, the controller can easily be retuned for any changes in the power system. Simulation results prove the superiority of the designed PSS in terms of both performance and robustness over the conventional PSSs.
Keywords :
control engineering computing; fuzzy control; learning (artificial intelligence); optimal control; power system transient stability; CDCARLA method; IEEE standard PSS systems; automatic design method; continuous action reinforcement learning automata; dynamical model; multimachine power system; objective function; optimal Takagi-Sugeno fuzzy PSS; optimal control system; power system stabilizers; power system transient stability; single machine-infinite bus system; Design methodology; Design optimization; Fuzzy logic; Fuzzy systems; Optimal control; Power system dynamics; Power system modeling; Power system simulation; Power systems; Takagi-Sugeno model; Fuzzy Control; PSS; Power system stabilizer; Reinforcement learning automata; Transient stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Symposium, 2008. NAPS '08. 40th North American
Conference_Location :
Calgary, AB
Print_ISBN :
978-1-4244-4283-6
Type :
conf
DOI :
10.1109/NAPS.2008.5307394
Filename :
5307394
Link To Document :
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