DESIGN AND SIMULATION OF ADAPTIVE NEURO - FUZZY POWER SYSTEM STABILIZER IN ONE-MACHINE AND MULTI-MACHINE POWER SYSTEMS

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NABAVI NIAKI S.A.; DEHGHAN AFIFI M.

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Journal: JOURNAL OF FACULTY OF ENGINEERING (UNIVERSITY OF TABRIZ) Year:2004 | Volume:30 | Issue:1 (34) Electronics Page(s): 61-71

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Title

DESIGN AND SIMULATION OF ADAPTIVE NEURO - FUZZY POWER SYSTEM STABILIZER IN ONE-MACHINE AND MULTI-MACHINE POWER SYSTEMS

Author(s)

NABAVI NIAKI S.A. | DEHGHAN AFIFI M. | Issue Writer Certificate

Keywords

POWER SYSTEM STABILIZERQ2

FUZZY LOGICQ2

NEURAL NETWORKQ1

Abstract

This paper presents a new optimal adaptive neuro - fuzyy POWER SYSTEM STABILIZER to damp out power system oscillations. In this design, five layers of neuro-fuzzy network are used. Fuzzy rules and inferences, input out put membership functions can be adjusted by learning with back propagation and hybrid algorithms. Finally, a comparison between proposed controller and others is carried out in one-machine and multi-machine power system.

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APA: Copy

NABAVI NIAKI, S.A., & DEHGHAN AFIFI, M.. (2004). DESIGN AND SIMULATION OF ADAPTIVE NEURO - FUZZY POWER SYSTEM STABILIZER IN ONE-MACHINE AND MULTI-MACHINE POWER SYSTEMS. JOURNAL OF FACULTY OF ENGINEERING (UNIVERSITY OF TABRIZ), 30(1 (34) Electronics), 61-71. SID. https://sid.ir/paper/43893/en

Vancouver: Copy

NABAVI NIAKI S.A., DEHGHAN AFIFI M.. DESIGN AND SIMULATION OF ADAPTIVE NEURO - FUZZY POWER SYSTEM STABILIZER IN ONE-MACHINE AND MULTI-MACHINE POWER SYSTEMS. JOURNAL OF FACULTY OF ENGINEERING (UNIVERSITY OF TABRIZ)[Internet]. 2004;30(1 (34) Electronics):61-71. Available from: https://sid.ir/paper/43893/en

IEEE: Copy

S.A. NABAVI NIAKI, and M. DEHGHAN AFIFI, “DESIGN AND SIMULATION OF ADAPTIVE NEURO - FUZZY POWER SYSTEM STABILIZER IN ONE-MACHINE AND MULTI-MACHINE POWER SYSTEMS,” JOURNAL OF FACULTY OF ENGINEERING (UNIVERSITY OF TABRIZ), vol. 30, no. 1 (34) Electronics, pp. 61–71, 2004, [Online]. Available: https://sid.ir/paper/43893/en

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