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《Electrotechnical Application》 2008-07
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Application of Improved Genetic Algorithm Combining Sensitivity Analysis to Reactive Power Optimization

Chen Yanqiu (South China University of Teehnology)  
Genetic algorithm applied to reactive power optimi- zation of large scale power networks has some problems,such as high searching space and time consuming.So an improved ge- netic algorithm combining sensitivity analysis (IGACSA) is in- truduced.The crossover and mutation of SGA are improved in IGACSA.The improved crossover give fast local adjustment for this-algorithm,and the improved mutation combined sensitivity analysis is used to generate new individuals.Furthermore,the results of this algorithm are mini-adjusted by sensitivity analysis. In order to apply IGACSA in determinating the capacity of new installed reactive-power compensation,two simple steps are a- dopted.The analysis of practical power network show the pro- posed algorithm can decrease the calculating time and obtain bet- ter optimization results.
【Fund】: 国家自然科学基金项目(50337010)
【CateGory Index】: TM714;TP18
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 Win Jinyu', Jiang Zhenhua', Jiang Xial, Cheng Shine', Yang Wen-clang', Huang Jinming'(l. Huazhong University of Science and Technology, Wuhan 430074, China)(2. Ezhou Electrical Power Bureau, Ezhou 436000, China);GENETIC ALGORITHM BASED REACTIVE POWER OPTIMIZATIONAND ITS APPLICATION IN EZHOU CITY POWER SYSTEM[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-02
2 Xu Wenchao Guo Wei (Dept.of Electrical Engineering, Southeast University, Nanjing, 2 10096);SUMMARIZE OF REACTIVE POWER OPTIMIZATION MODEL AND ALGORITHM IN ELETRIC POWER SYSTEM[J];Proceedings of The Csu-epsa;2003-01
3 FAN Hong, WEI Hua (School of Electrical Engineering,Guangxi University, Nanning 530 004, China);Application of Improved Genetic Algorithm in Reactive Power Optimization[J];Proceedings of Electric Power System and Automation;2005-01
4 REN Zhen 1,ZHONG Hong mei 1,ZHANG Yong jun 1,TANG Zhuo yao 2(1. Department of Electric Power,South China University of Technology,Guangzhou 510641,China; 2. Dispatch Center of Foshan Electric Bureau,Foshan 528000,China);Improved genetic algorithm for reactive power optimization of electric network[J];Electric Power Automation Equipment;2002-08
5 SHENG Zhao-jun,LIU Han(North China Electric Power University,Baoding 071003,China);Reactive power optimization of integrative power system based on improved genetic algorithm[J];Electric Power Automation Equipment;2004-04
6 YU Jian-ming, DU Gang, YAO Li-xiao (Xi'an University of Technology, Xi'an 710048, Shaanxi Province, China);APPLICATION OF GENETIC ALGORITHM COMBINING SENSITIVITY ANALYSIS TO OPTIMIZED PLANNING OF REACTIVE POWER COMPENSATION FOR DISTRIBUTION NETWORKS[J];Power System Technology;2002-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HAN Jing 1,HOU Yi-xiang 2 (1.Maanshan Electric Power Supply Bureau, Maanshan 243000,China; 2. Anhui Electrical Engineering Professional Technique College, Hefei 230022, China);Reactive Power Optimization of Power System Based on Modified Genetic Algorithm[J];;2004-01
2 ;Reactive power optimization of radical distribution system on improved genetic algorithm[J];Anhui Electric Power;2006-04
3 LIU Feng,HU Fei (Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing100029,China);Genetic Algorithm to Optimize Planning of Industrial Pollutant Sources[J];Urban Environment & Urban Ecology;2003-06
4 ZHENG Li-ke,LI Mao-jun(College of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410076,China);Power system reactive power optimization based on ant colony system[J];Journal of Electric Power Science and Technology;2007-03
5 LI Xin-bin~(1,2) ZHU Qing-jun~1 MA Hong-xia~1 LI Qiang-bo~1 (1.College of Electrical Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China;2.Hebei Mathematical Research Center,Shijiazhuang,Hebei 050000,China);Overview of particle swarm optimization algorithm on reactive optimization for power system[J];Journal of Yanshan University;2008-03
6 ZHANG Ke,HOU Shi-ying,LV Hou-yu,WANG Ling-yi(The Key Lab.of High Voltage Eng.and Elec.New Technology,Ministry of Education,Chongqing University,Chongqing 400044,China);Application of advanced GENOCOPⅢ algorithm to reactive power optimization[J];Advanced Technology of Electrical Engineering and Energy;2007-01
7 DANG Ke~1,WANG Dan-hua~1,DANG Tong~2(1.Northeast Dianli University,Jilin 132012,China;2.Chengdu Waste-to-Energy Co.,LTD,Chengdu 610108,China);A combined algorithm for reactive power optimization of distribution network[J];Advanced Technology of Electrical Engineering and Energy;2008-04
8 Di Tao1 Li Huaqiang1 Fan Pei2 (1. Sichuan University Chengdu 610065 China 2. Dispatch Center of Sichuan Electic Power Corporation Chengdu 610041 China);Reactive Power Optimaztion of AC/DC Power System Based on Singular Value Decomposition and Interior Point Method[J];Transactions of China Electrotechnical Society;2009-02
9 Jiang Huiying (Fujian Technical College of Water Conservancy and Electric Power);Application of Immune Genetic Algorithm in Reactive Power Optimization[J];Electrotechnical Application;2006-04
10 Kang Jitao (Southwest Jiaotong University);Reactive Power Optimization of Power System Using Improved Adaptive Genetic Algorithm[J];Electrotechnical Application;2006-10
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wang Zhengfeng; Xu Xianyong; Tang Zongquan(Hefei University of Technology 230009 China);Optimal Program for Reactive on Electical Market[J];ELECTROTECHNICAL JOURNAL;2000-06
2 Ju Ping; Wei Zhinong; Dong Feng (Hohai University. 210098. Nanjing. China);SIMULATED EVOLUTIONARY APPROACHES TO COMPOSITE OPTIMIZATION IN POWER SYSTEMS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1998-11
3 Win Jinyu', Jiang Zhenhua', Jiang Xial, Cheng Shine', Yang Wen-clang', Huang Jinming'(l. Huazhong University of Science and Technology, Wuhan 430074, China)(2. Ezhou Electrical Power Bureau, Ezhou 436000, China);GENETIC ALGORITHM BASED REACTIVE POWER OPTIMIZATIONAND ITS APPLICATION IN EZHOU CITY POWER SYSTEM[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-02
4 Liu Yutian, Ma Li(Shandong University of Technology, Ji'nan 250061, China);REACTIVE POWER OPTIMIZATION BASED ON TABU SEARCH APPROACH[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-02
5 Dai Yan1 ,Ni Yixin2 ,Wen F ushuan1 ,H an Zhenxiang1 1.Zhejiang U niversity,Hangzhou3 10027,China 2 .The University of Hong Kong,Hong Kong,China;ANALYSIS OF REACTIVE POWER PRICING UNDER DEREGULATION[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-05
6 Duan Gang,Yu Yixin Tianjin University,Tianjin 300072 ,China;A STUDY ON GLOBAL OPTIMIZATION FOR NP HARD PROBLEMSIN POWER SYSTEMS[J];Automation of Electric Power Systems;2001-05
7 Cheng Ying,L iu Mingbo South China U niversity of Technology,Guangzhou 5 10 6 40 ,China;NONLINEAR PRIMAL- DUAL INTERIOR POINT ALGORITHM FOR DISCRETE REACTIVE POWER OPTIMIZATION[J];Automation of Electric Power Systems;2001-09
8 ZhouShuangxi, Yang Bin ( Tsinghua University. Beijing);A NEW ALGORITHM FOR REACTIVE POWER OPTIMIZATION──GENETIC ALGORITHMS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1995-11
9 Xiong Manli (Wuhan University of Hydraulic and Electric Engineering. 430072. Wuhan. China);MULTI-OBJECT OPTIMAL MODEL FOR ENHANCING VOLTAGE STABILITY AND ALGORITHM OF ARTIFICIAL NEURAL NETWORKS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-01
10 Wen Jinyu, Liu Pei, Cheng Shijie (Huazhong University of Science and Technology, 430074, Wuhan, China);GENETIC ALGORITHM AND ITS APPLICATIONS TO POWER SYSTEMS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-10
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