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《Automation of Electric Power Systems》 2006-12
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Restricted Evolutionary Strategy for Optimal Capacitor Switching in Distribution Systems

HAO Wenbo, YU Jilai(Harbin Institute of Technology, Harbin 150001, China)  
To reduce the computing time and improve the efficiency of traditional evolutionary programming, this paper proposes a restricted evolutionary strategy for the optimal capacitor switching in distribution systems. The reactive power compensation ranges are obtained by the physical constraints of the distribution network, and thus the initialization and evolution are restricted to a reduced optimization space. The algorithm' s starting points proposed are arranged around the center of the optimization space to prevent infeasibility of the initial solutions. The smaller population and more generations strategy are used to reduce large numbers of infeasible solutions during the optimizing process. Based on the randomly dynamic-step evolutionary method, which takes different steps during different stages of the optimization, the effectiveness and efficiency of optimization are greatly improved. The strategy proposed is tested by different distribution systems, its high efficiency demonstrating its promising online application.
【Fund】: 黑龙江省自然科学基金资助项目(E0326)。
【CateGory Index】: TM762
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【References】
Chinese Journal Full-text Database 7 Hits
1 SU Xinyi1,HE Guangyu1,ZHANG Xuemin1,LIAN Hongbo2,ZHANG Wangjun2,YIN Wenjun3 (1.State Key Lab of Power Systems,Department of Electrical Engineering,Tsinghua University,Beijing 100084,China; 2.Shanghai Electric Power Company,Shanghai 200122,China;3.IBM China Research Lab,Beijing 100193,China);A Hierarchical Screening Algorithm for Reactive Power Optimization in Distribution Networks[J];Automation of Electric Power Systems;2010-21
2 WANG Wei,HAN Xue-shan,WANG Yong,CHE Ren-fei(School of Electrical Engineering,Shandong University,Jinan 250061);Action Scope Algorithm for Optimal Capacitor Switching in Distribution Network[J];Proceedings of the Chinese Society of Universities for Electric Power System and its Automation;2008-06
3 DENG Gui-ping1,SUN Yuan-zhang2,XU Jian1 (1.School of Electrical Engineering,Wuhan University,Wuhan 430072,Hubei Province,China;2.State Key Lab of Control and Simulation of Power Systems and Generation Equipments(Department of Electrical Engineering,Tsinghua University),Haidian District,Beijing 100084,China);Capacitor-Compensated Starting of Induction Motors in Distribution Network Based on Synthesis Load Model[J];Power System Technology;2009-04
4 WANG Wei1, HAN Xue-shan2, CHE Ren-fei2, XU Xing-ming1 (1. Department of Machine and Electrical Engineering, Shandong Science and Technology University, Taian 271019, Shandong Province, China; 2. School of Electrical Engineering, Shandong University, Jinan 250061, Shandong Province, China);An Efficient Algorithm for Capacitor Switching in Distribution Network[J];Power System Technology;2010-05
5 WANG Wei;HAN Xue-shan;XU Xing-ming;WANG Yong;CHE Ren-fei;Department of Mechanical and Electronic Engineering,Shandong Science and Technology University;School of Electric Engineering,Shandong University;;Dynamic Programming for Optimal Sizing of Capacitor in Distribution Network[J];Journal of Qingdao University of Science and Technology(Natural Science Edition);2013-06
6 ZHAO Yan;JIANG Zhe;SUN Donglei;HAN Xueshan;MA Changhui;LI Wenbo;WU Naihu;Electrical Power Institute of State Grid Shandong Electric Power Company;Key Laboratory of Power System Intelligent Dispatch and Control of Ministry of Education (Shandong University);;Optimal Reactive Compensation Method for Distribution System Based on Inherent Structural Characteristics[J];Shandong Electric Power;2015-05
7 ZHANG Bin (Shaanxi Regional Electric Power Group Co.,Ltd.Yan'an Branch,Yan'an 716000,China);Distribution Network Optimal Capacitor Switching Based on Discrete Ascent Optimal Programming Algorithm[J];Shaanxi Electric Power;2011-07
【Citations】
Chinese Journal Full-text Database 4 Hits
1 Hu Zechun,Wang Xifan Xi'an Jiaotong U niversity,Xi'an710 0 4 9,China;TIME-INTERVAL BASED CONTROL STRATEGY OF REACTIVE POWER OPTIMIZATION IN DISTRIBUTION NETWORKS[J];Automation of Electric Power Systems;2002-06
2 Liu Zhihong 1, Wu Fubao 2, Fan Min 1, Wang Shaodong 1, Jin Feng 2 (1. Yangjiaping Power Supply Bureau, Chongqing 400050, China ) (2. Nanjing Automation Research Institute, Nanjing 210003, China );VOLTAGE AND REACTIVE POWER OPTIMIZATION CONTROL FOR DISTRIBUTION SYSTEMS BASED ON MULTI-AGENT[J];Automation of Electric Power Systems;2003-16
3 FANG Xing,GUO Zhi-zhong (Harbin Institute of Technology,Harbin 150001,China) (Electric Power Research Institute of Xuji Group Co,Beijing 100085,China);Optimal Time-varying Reactive Power and Voltage Control in Distribution Systems[J];Automation of Electric Power Systems;2005-09
4 YANG Yin-guo,ZHANG Fu-sheng,HE Chun-guang,WANG Chun-juan,LI Ning (Xi'an Jiaotong University,Xi'an 710049,China);A Novel Method for Volt/Var Control in Distribution Systems[J];Automation of Electric Power Systems;2005-09
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Guo-qing,YANG Yue (School of Electrical Engineering Northeast Dianli University,Jilin 132012,China);Overview on Dynamic Reactive Power Optimization of Power Distribution Network based on Modern Mathematical Algorithms[J];Journal of Northeast Dianli University;2010-04
2 WANG Zhe,CHEN Ying,MEI Sheng-wei,LI Rui(Department of Electrical Engineering,Tsinghua University,Beijing 100084,China);Voltage/VAR optimal control based on switched system and implementation in Shenzhen grid[J];Advanced Technology of Electrical Engineering and Energy;2009-04
3 Wang Chun1, 2 Cheng Haozhong1 Chen Ken2 (1. Nanchang University Nanchang 330031 China 2. Shanghai Jiaotong University Shanghai 200240 China);Integrated Optimization Algorithm of Dynamic Reactive Power for Distribution System[J];Transactions of China Electrotechnical Society;2008-02
4 Miao Nanlin Liu Mingbo Zhao Weixing (South China University of Technology Guangzhou 510640 China);Parallel Algorithm of Dynamic Reactive Power Optimization and Its Implementation[J];Transactions of China Electrotechnical Society;2009-02
5 Ye Pinyong (Nanjing University of Science & Technology);The Application of Improved Tabu Search Method in Reactive Power Optimization[J];Electrotechnical Application;2007-02
6 ZHANG Yong-jun REN Zhen (South China University of Technology,Guangzhou 510640,China);Readjusting Cost of Dynamic Optimal Reactive Power Dispatch of Power Systems[J];Automation of Electric Power Systems;2005-02
7 ZHOU Ren-jun , REN Tie-ping , PENG Gao-hui , LIU Cheng-jun , WEN Lian-hong (1. Changsha University of Science and Technology, Changsha 410077, China) (2. Changsha Electric Power Bureau, Changsha 410015, China);Volt/VAR Optimization Considering Integrated Operation Economy of Distribution System and Equipment[J];Automation of Electric Power Systems;2005-07
8 FANG Xing,GUO Zhi-zhong (Harbin Institute of Technology,Harbin 150001,China) (Electric Power Research Institute of Xuji Group Co,Beijing 100085,China);Optimal Time-varying Reactive Power and Voltage Control in Distribution Systems[J];Automation of Electric Power Systems;2005-09
9 YANG Yin-guo,ZHANG Fu-sheng,HE Chun-guang,WANG Chun-juan,LI Ning (Xi'an Jiaotong University,Xi'an 710049,China);A Novel Method for Volt/Var Control in Distribution Systems[J];Automation of Electric Power Systems;2005-09
10 WANG Xiu-li, LI Zheng-wen, HU Ze-chun (Xi'an Jiaotong University, Xi'an 710049, China );Time-interval Based Comprehensive Control Strategy for Daily Voltage/VAR Optimization in Distribution Systems[J];Automation of Electric Power Systems;2006-07
China Proceedings of conference Full-text Database 3 Hits
1 Li Zheng-wen Wang Xiu-li Hu Ze-chun (Department of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,Shanxi Province.China);A Time-Based Control Strategy for Volt/Var Optimizatin in Distribution Systems[A];[C];2005
2 HE Dong, WANG Kang-kang, DUAN Deng-wei, HAN Liang, YANG Kun, MENG Jun (Chengdu Electric Power Bureau, Chengdu 610016, China);Optimal Voltage and Reactive Power Control for Chengdu Power Network Based on Typical Operation Mode[A];[C];2006
3 HAN Wei (China Electric Power Research Institute, Beijing 100085);An Optimization Algorithm for Electric System Restoration Based on MAS[A];[C];2006
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LIU Li, CHEN Xue-yun, SUN Xiao-ping (Harbin University of Technology, Harbin 150001; Shenyang Institute of Aeronautic and Engineering, Shenyang 110034);Optimal Capactor Switching in Distribution Networks with Genetic Method[J];Journal of Northeast China Institute of Electric Power Engineering;1999-04
2 Li Huadong Han Xueshan Lu Yi Zhang Weiguo (Department of Electric Power Engineering,Northeast China Institute of Electric Power Engineering,Jilin City 132012);Load Flow Practical Algorithm in Power Distribution System[J];JOURNAL OF NORTHEAST CHINA INSTITUTE OF ELECTRIC POWER ENGINEERING;1997-01
3 Li Yulong Zong Wei Lü Xianyan He Qiuyu Yuan Qihong Wang Qian (North China Electric Power University Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control under Ministry of Education Beijing 102206 China);An Immune Genetic Algorithm Based on Regulating New Definition of Antibody Density for Power System Reactive Power Optimization[J];Transactions of China Electrotechnical Society;2008-02
4 Liu Jilai (Qinghai University);An Improved Simulated Annealing Algorithm for VAR Optimization[J];JOURNAL OF ELECTRIC POWER;1998-02
5 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
6 Zhang Peng, Guo Yongji (Tsinghua University, Beijing 100084, China);A NOVEL SPECTRAL PARTITIONING METHOD FOR LARGE-SCALE DISTRIBUTION SYSTEM FEEDER RECONFIGURATION[J];Automation of Electric Power Systems;2002-18
7 Huang Kai, Huang Hua, Teng Xianliang (NARI Technology Development Limited Company, Nanjing 210003, China);SECONDARY OPTIMIZATION OF VOLTAGE AND REACTIVE POWER IN REGIONAL POWER SYSTEM[J];Automation of Electric Power Systems;2003-14
8 Xie Kaigui, Zhou Jiaqi (Chongqing University, Chongqing 400044, China);MODEL FOR OPTIMAL SWITCHING DEVICES BASED ON IMMUNE ALGORITHM IN ELECTRIC DISTRIBUTION NETWORKS[J];Automation of Electric Power Systems;2003-15
9 Che Renfei, Li Renjun (Shandong University, Jinan 250061, China);A NEW REAL-TIME RECONFIGURATION APPROACH TO LARGE SCALE DISTRIBUTION SYSTEM[J];Automation of Electric Power Systems;2004-01
10 Zhang Peng;Wang Shouxiang University of British Columbia, Canada Tianjin University, Tianjin 300072, China;INTERVAL ANALYSIS BASED MULTI-OBJECTIVE NETWORK RECONFIGURATION FOR DISTRIBUTION SYSTEM RELIABILITY IMPROVEMENT[J];Automation of Electric Power Systems;2004-21
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 QIU Li-ping1, ZHANG Wen-chao1, TANG Yong1, ZHAO Bing1, WANG Qi1, LEI Wei-min2, GAO Xun2, JIA Lin2 (1. China Electric Power Research Institute, Haidian District, Beijing 100192, China; 2. North China Grid Company Ltd., Xuanwu District, Beijing 100053, China);Study on Synthesis Load Modeling for North China Power Grid[J];Power System Technology;2010-03
2 WANG Wei1, HAN Xue-shan2, CHE Ren-fei2, XU Xing-ming1 (1. Department of Machine and Electrical Engineering, Shandong Science and Technology University, Taian 271019, Shandong Province, China; 2. School of Electrical Engineering, Shandong University, Jinan 250061, Shandong Province, China);An Efficient Algorithm for Capacitor Switching in Distribution Network[J];Power System Technology;2010-05
3 WANG Wei1,HAN Xueshan2,WANG Yong2,CHE Renfei2,XUN Xingming1(1.School of Machine and Electric Engineering,Shandong Science and Technology University,Taian 271019,Shandong Province,China;2.School of Electric Engineering,Shandong University,Jinan 250061,Shandong Province,China);A Compositive Optimization Algorithm for Distribution Network Reconfiguration and Capacitor Switching[J];Power System Technology;2010-12
4 ZHANG Jian,SUN Yuanzhang (School of Electric Engineering,Wuhan University,Wuhan 430072,Hubei Province,China);Generalized Load Modeling Considering Wind Generators Connected to Distribution Network[J];Power System Technology;2011-08
5 WANG Cunping,YIN Xianggen,MEI Wenzhe,TANG Ping,ZHANG Xin (State Key Laboratory of Advanced Electromagnetic Engineering and Technology,Huazhong University of Science and Technology,Wuhan 430074,China);Principle Analysis and Structure Design of a Novel DT-STATCOM[J];Automation of Electric Power Systems;2012-18
6 WANG Wei1,HAN Xue-shan2,LI Bao-yin1(1.School of Machine and Electric Engineering,Shandong Science and Technology University,Taian 271019,China;2.School of Electric Engineering,Shandong University,Jinan 250061,China);Capacitor Switching of Distribution Network with Wind Turbines[J];Proceedings of the Chinese Society of Universities for Electric Power System and its Automation;2013-03
7 Zhang Zhihao;Wu Jianwen;Li Ping;Shi Hongwei;Zhang Baowei;Beihang University;Zhoukou Power Supply Company of Henan Eectric Power Corporation;Branch of Zhoukou Power Supply Company;;Reactive Power Compensation and Its Optimal Allocation with Measurement Part and Compensation Part Separated in Rural Power Grid[J];Transactions of China Electrotechnical Society;2015-03
8 SUN Donglei;HAN Xueshan;LI Wenbo;Key Laboratory of Power System Intelligent Dispatch and Control of Ministry of Education,Shandong University;Electric Power Institute of State Grid Shandong Electric Power Company;;Analysis of dynamic optimal power flow for distribution network with wind power and energy storage[J];Electric Power Automation Equipment;2015-08
9 LIU Bin;LIU Feng;MEI Shengwei;ZHANG Xuemin;Department of Electrical Engineering,Tsinghua University;State Key Laboratory of Control and Simulation of Power Systems and Generation Equipments,Tsinghua University;;Optimal Power Flow in Active Distribution Networks with On-load Tap Changer Based on Second-order Cone Programming[J];Automation of Electric Power Systems;2015-19
10 WANG Jian;XIE Hua;SUN Jian;New Energy Research Institute,Beijing Jiaotong University;Beijing Electric Power Research Institute;;Study on energy dispatch strategy of active distribution network using chance-constrained programming[J];Power System Protection and Control;2014-13
【Secondary Citations】
Chinese Journal Full-text Database 10 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 Zhuang Kanqin,L i X ingyuan Sichuan U niversity,Chengdu 6 10 0 6 5 ,China;STRATEGIESAND IMPLEMENTATION MODES OF VOLTAGE AND REACTIVE POWER CONTROL FOR SUBSTATIONS[J];Automation of Electric Power Systems;2001-15
3 Sheng Gehao1 ,Tu Guangyu1 ,L uo Yi1 ,Wu Wei2 1. Huazhong U niversity of Science and Technology,Wuhan 4 30 0 74 ,China 2 .U niversity of Macau,Macau,China;STUDY ON MAS-BASED SECONDARY VOLTAGE CONTROL SYSTEM[J];Automation of Electric Power Systems;2002-05
4 Hu Zechun,Wang Xifan Xi'an Jiaotong U niversity,Xi'an710 0 4 9,China;TIME-INTERVAL BASED CONTROL STRATEGY OF REACTIVE POWER OPTIMIZATION IN DISTRIBUTION NETWORKS[J];Automation of Electric Power Systems;2002-06
5 Ren Xiaojuan,Deng Youman,Zhou L iguo,Zhang X uemin Tsinghua University,Beijing10 0 0 84 ,China;REACTIVE POWER OPTIMIZATION FOR HIGH-MEDIUM VOLTAGE DISTRIBUTION SYSTEMS[J];Automation of Electric Power Systems;2002-07
6 Wu Fubao 1, Hou Baoyong 2, Li Guimin 3, Li Yanman 1, Xi Guofu 1, Zhu Jinda 1, Bai Yichuan 1, Wang Yeping 1 (1. Nanjing Automation Research Institute, Nanjing 210003, China) (2. Nanyang Power Bureau, Nanyang 473000, China) (3. Zaozhuang Power Bu;ON2000--AN INTEGRATED AUTOMATION SYSTEM FOR POWER DISTRIBUTION AND REAL TIME MONITOR-CONTROL[J];Automation of Electric Power Systems;2002-22
7 Hu Jiasheng, Guo Chuangxin, Cao Yijia (Zhejiang University, Hangzhou 310027, China);GENERATOR PARAMETER IDENTIFICATION BASED ON EXTENDED PARTICLE SWARM OPTIMIZATION METHOD[J];Automation of Electric Power Systems;2004-06
8 Wen Fushuan;Han Zhenxiang (Zhejiang University.310027.Hangzhou.China);THE SURVEY OF THE APPLICATIONS OF SIMULATED EVOLUTIONARY OPTIMIZATION METHODS TO POWER SYSTEMS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-01
9 LU Hong yu, HU Lin xian, LIU Li, CHEN Xue yun (Harbin Institiute of Technololy, Harbin 150001, Heilongjiang Province, China);APPLICATION OF GENETIC ALGORITHM/TABU SEARCH COMBINATION ALGORITHM IN DISTRIBUTION NETWORK REAL-TIME PLANNING[J];POWER SYSTEM TECHNOLOGY;2000-11
10 Gu Danzhen Shanghai Power Institute Shanghai, 200090 ChinaXu RuideZhejiang UniversityHangzhou, 310027 China;A NEW APPROACH FOR MULTIPLE OBJECTIVE REACTIVE POWER OPTIMIZATION——IMPROVED SIMULATED ANNEALING[J];POWER SYSTEM TECHNOLOGY;1998-01
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