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Conference Paper: Design of fuzzy damping controller of UPFC through genetic algorithm
Title | Design of fuzzy damping controller of UPFC through genetic algorithm |
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Authors | |
Keywords | FACTS Fuzzy logic control Genetic algorithms Power system stability and control UPFC |
Issue Date | 2000 |
Publisher | IEEE. |
Citation | IEEE Power Engineering Society Summer Meeting, Seattle, WA, 16-20 July 2000, v. 3, p. 1889-1894 How to Cite? |
Abstract | The addition of a PSS-like supplementary controller to the UPFC main control can provide effective damping to the low frequency oscillation on the heavily loaded tie lines of interconnected power system. However, the conventional controller designed based on a linearized model cannot provide satisfactory performance over a wide range of operation point and under large disturbances. In this paper, the design of the Fuzzy Damping Controller (FDC) for UPFC as a substitute of the conventional supplementary controller is presented. Scaling factors are inserted to the membership functions of both inputs and output for easy design of fuzzifier and defuzzifier. Genetic Algorithm (GA) is applied to optimize the performance of the FDC through fine-tuning of the scaling factors. A 4-machine interconnected power system is used as the test system with a UPFC installed in one of the tie lines. Comparisons between the performances of both the fuzzy and the conventional supplementary controllers are studied. Computer test results show that FDC is very effective in damping the oscillation and in the meantime has a better robustness as compared with its conventional counterpart. |
Persistent Identifier | http://hdl.handle.net/10722/46341 |
References |
DC Field | Value | Language |
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dc.contributor.author | Mok, TK | en_HK |
dc.contributor.author | Ni, Y | en_HK |
dc.contributor.author | Wu, FF | en_HK |
dc.date.accessioned | 2007-10-30T06:47:45Z | - |
dc.date.available | 2007-10-30T06:47:45Z | - |
dc.date.issued | 2000 | en_HK |
dc.identifier.citation | IEEE Power Engineering Society Summer Meeting, Seattle, WA, 16-20 July 2000, v. 3, p. 1889-1894 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/46341 | - |
dc.description.abstract | The addition of a PSS-like supplementary controller to the UPFC main control can provide effective damping to the low frequency oscillation on the heavily loaded tie lines of interconnected power system. However, the conventional controller designed based on a linearized model cannot provide satisfactory performance over a wide range of operation point and under large disturbances. In this paper, the design of the Fuzzy Damping Controller (FDC) for UPFC as a substitute of the conventional supplementary controller is presented. Scaling factors are inserted to the membership functions of both inputs and output for easy design of fuzzifier and defuzzifier. Genetic Algorithm (GA) is applied to optimize the performance of the FDC through fine-tuning of the scaling factors. A 4-machine interconnected power system is used as the test system with a UPFC installed in one of the tie lines. Comparisons between the performances of both the fuzzy and the conventional supplementary controllers are studied. Computer test results show that FDC is very effective in damping the oscillation and in the meantime has a better robustness as compared with its conventional counterpart. | en_HK |
dc.format.extent | 550732 bytes | - |
dc.format.extent | 12538 bytes | - |
dc.format.extent | 11910 bytes | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | text/plain | - |
dc.format.mimetype | text/plain | - |
dc.language | eng | en_HK |
dc.publisher | IEEE. | en_HK |
dc.relation.ispartof | Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference | en_HK |
dc.rights | ©2000 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | - |
dc.subject | FACTS | en_HK |
dc.subject | Fuzzy logic control | en_HK |
dc.subject | Genetic algorithms | en_HK |
dc.subject | Power system stability and control | en_HK |
dc.subject | UPFC | en_HK |
dc.title | Design of fuzzy damping controller of UPFC through genetic algorithm | en_HK |
dc.type | Conference_Paper | en_HK |
dc.identifier.email | Ni, Y: yxni@eee.hku.hk | en_HK |
dc.identifier.email | Wu, FF: ffwu@eee.hku.hk | en_HK |
dc.identifier.authority | Ni, Y=rp00161 | en_HK |
dc.identifier.authority | Wu, FF=rp00194 | en_HK |
dc.description.nature | published_or_final_version | en_HK |
dc.identifier.doi | 10.1109/PESS.2000.868822 | en_HK |
dc.identifier.scopus | eid_2-s2.0-0038153949 | en_HK |
dc.identifier.hkuros | 73309 | - |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-0038153949&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 3 | en_HK |
dc.identifier.spage | 1889 | en_HK |
dc.identifier.epage | 1894 | en_HK |
dc.identifier.scopusauthorid | Mok, TK=7006561464 | en_HK |
dc.identifier.scopusauthorid | Ni, Y=7402910021 | en_HK |
dc.identifier.scopusauthorid | Wu, FF=7403465107 | en_HK |