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《Proceedings of the Csee》 2005-21
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DISTRIBUTED COOPERATIVE PARTICLE SWARM OPTIMIZATION ALGORITHM FOR REACTIVE POWER OPTIMIZATION

ZHAO Bo, GUO Chuang-xin, ZHANG Peng-xiang, CAO Yi-jia (College of Electrical Engineering and National Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou 310027, Zhejiang Province, China)  
This paper presents a novel distributed cooperative particle swarm optimization algorithm for optimal reactive power dispatch and voltage control of power system. Considering the large-scale characteristics in practical system, this paper employs decomposition-coordination theory in hierarchical control structure. Meanwhile, the reactive power optimization problem is decomposed into a number of sub-problems. These sub-problems interact with each other through a hybrid strategy, and reactive power optimization separately in these sub-problems uses an improved particle swarm optimization algorithm, which considers more particle information to control the mutation operation. The proposed method applied for optimal reactive power dispatch is evaluated on four various scale power systems Simulation results show that higher quality solutions are obtained in a shorter time by the proposed approach than by SGA and PSO, and the proposed approach with a hybrid strategy is very suitable for solving large-scale power system reactive optimization problems.
【Fund】: 国家自然科学基金创新群体项目(60421002) 国家杰出青年科学基金(60225006)。~~
【CateGory Index】: TM714
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【References】
Chinese Journal Full-text Database 9 Hits
1 LIU Hong1,GE Shao-yun1,LI Hui2(1.Key Laboratory of Power System Simulation and Control of Ministry of Education,Tianjin University,Tianjin 300072,China;2.Tianjin Electric Power Corporation,Tianjin 300010,China);Reactive Power Optimization Based on Improved Particle Swarm Optimization Algorithm with Hard Restriction Regulation[J];Journal of Tianjin University;2009-09
2 SU Yu WANG Wei LI Zhi-jin (Xi'an Power Supply Bureau,Xi'an 710032,China);Comprehensive Survey on Reactive Power Optimization and Compensation in Power System[J];Shaanxi Electric Power;2007-03
3 ZHANG Bo-quan1, YANG Yi-min2, SONG Zong-feng2 (1. Faculty of Computer, Guangdong University of Technology, Guangzhou 510006, China; 2. Institute of Automation, Guangdong University of Technology, Guangzhou 510090, China);Advanced Particle Swarm Optimization Based on Uniform Design and Inertia Mutation[J];Journal of System Simulation;2008-10
4 BIAN Xiao-meng,QIU Jia-ju,XU Xu-feng (College of Electrical Engineering,Zhejiang University,Hangzhou 310027,Zhejiang Province,China);A Heuristic Method for Static Line Parameter Estimation in Power Systems[J];Proceedings of the CSEE;2008-01
5 JIANG Yue-wen,CHEN Chong,WEN Bu-ying(College of Electrical Engineering and Automation,Fuzhou University,Fuzhou 350002,Fujian Province,China);Application of Stochastic Simulation’s Particle Swarm Algorithm in the Compensation of Reactive Power for Wind Farms[J];Proceedings of the CSEE;2008-13
6 LI Zhi-huan, LI Yin-hong, DUAN Xian-zhong (Hubei Electric Power Security and High Efficiency Key Lab (Huazhong University of Science and Technology), Wuhan 430074, Hubei Province, China);A Novel Partition Approach of Control Variables in Cooperative Coevolutionary Computation for Reactive Power Optimization[J];Proceedings of the CSEE;2009-16
7 CAI Chang-chun1,2, DING Xiao-qun1, TANG Jie-yang3(1. School of Electrical Engineering, Hohai University, Nanjing 210098, China; 2.School of Computer & Information Engineering(CZ), Hohai University, Changzhou 213022, China; 3. Ertan Hydroelectric power plant, Panzhihua 610098, China);Study on reactive power optimization and its strategy based on a combined algorithm[J];Electric Power;2007-03
8 LI Zhi-huan, DUAN Xian-zhong (Hubei Electric Power Security and High Efficiency Key Lab (Huazhong University of Science and Technology), Wuhan 430074, Hubei Province, China);Comparison and Analysis of Multiobjective Evolutionary Algorithm for Reactive Power Optimization[J];Proceedings of the CSEE;2010-10
9 ZHANG Xuexia,CHEN Weirong(School of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,China);Reactive Power Optimization Based on Oriented Search Algorithm[J];Journal of Southwest Jiaotong University;2010-03
【Citations】
Chinese Journal Full-text Database 9 Hits
1 LI Ya nan, ZHANG Li zi, YANG Yi han (North China Electric Power University, Beijing 102206, China);REACTIVE POWER OPTIMIZATION UNDER VOLTAGE CONSTRAINTS MARGIN[J];Proceedings of the Csee;2001-09
2 LIU Ming bo, LI Jian, WU Jie (South China University of Technology,Guangzhou 510640,China);NONLINEAR HOMOGENEOUS INTERIOR-POINT METHOD FOR REACTIVE-POWER OPTIMIZATION[J];Proceedings of the Csee;2002-01
3 CHENG Ying,LIU Ming-bo (South China University of Technology,Guangzhou 510640,China);REACTIVE-POWER OPTIMIZATION OF LARGE-SCALE POWER SYSTEMS WITH DISCRETE CONTROL VARIABLES[J];Proceedings of the Csee;2002-05
4 YAN Wei 1, SUN Yu-jiang 2, LUO Chun-lei 2 ,LONG Xiao-ping 2, HUANG Shang-lian1 (1. The Key Laboratory of High Voltage Engineering and Electrical New Technology in Ministry of Education, The postdoctoral moving station of instruments science and technology, Chongqing University, Chongqing 400044,China;2. Chongqing electric power corporation, Chongqing 400014,China);EP BASING ON SPECIALIST EXPERIENCES AND ITS APPLICATION TO VAR OPTIMIZATION[J];Proceedings of the Csee;2003-07
5 CHENG Xin-gong, LI Ji-wen, CAO Li-xia, LIU Xue-lian (School of Electrical Engineering, Shandong University, Jinan 250061, China);MULTI-OBJECTIVE DISTRIBUTED PARALLEL REACTIVE POWER OPTIMIZATION BASED ON SUBAREA DIVISION OF THE POWER SYSTEMS[J];Proceedings of the Csee;2003-10
6 ZHANG Yong-jun, REN Zhen (South China University of Technology, Guangzhou 510640, China);DISTRIBUTED COOPERATIVE OPTIMIZATION FOR REACTIVE POWER/VOLTAGE DYNAMIC CONTROL[J];Proceedings of the Csee;2004-04
7 WANG Jian-xue, WANG Xi-fan , CHEN Hao-yong, WANG Xiu-li (School of Electrical Engineering, Xi'an Jiaotong University, Xi'an 710049, China);REACTIVE POWER OPTIMIZATION BASED ON COOPERATIVE COEVOLUTIONARY APPROACH[J];Proceedings of the Csee;2004-09
8 Ma JinTao; L. L. Lai; Yang YiHan(Beijing Graduate School North China Institute of Electric Power Qinghe,Beijing City 100085)(City University London UK)(Beijing Graduate School North China Institute of Electaric Power Qinghe,Beijing 100085);Application of Genetic Algorithms in Reactive Power Optimization[J];CHINESE SOCIETY FOR ELECTRICAL ENGINEERING;1995-05
9 Wang Yaoyu Zhang Boming Sun Hongbin Xiang Niande (Tsinghua University Beijing 100084 China);^ A Expert Knowledge Based Subarea Division Method for Hierarchical and Distributed Electric Power System Voltage/VAR Optimization and Control[J];Proceedings of the Csee;1998-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHAO Jing-bo Li Dan-ni (Naval Institute of Submarine, Qingdao 266071);A NEURAL NETWORK CONTROLLER USING NEW GENETIC ALGORITHM[J];Journal of Qingdao University(Natvral Science);2002-01
2 LI Yu-long1,HAN Bing2;Study on the Arithmetic of the Linear Optimization of Reactive Power in Electrical Power System[J];Qinghai Electric Power;2007-02
3 Tang Lin Zhou Min Yang Honggen;Layered Voltage/Reactive Power Control Based on Harmony VQC Value[J];Sichuan Electric Power Technology;2006-04
4 Li Ming;Reactive Balance Analysis on Temporary Scheme of Power Supply in Jiangyou Power Grid[J];Sichuan Electric Power Technology;2007-02
5 Pu Wei Teng Huan;Improved PSO Algorithm for Unit Commitment Optimization of Power System[J];Sichuan Electric Power Technology;2007-03
6 Li Ming;Comparative Analysis of Two Reactive Voltage Control Systems[J];Sichuan Electric Power Technology;2007-05
7 PU Wei(School of Electrical Engineering and Information,Sichuan University,Chengdu 610065 China),TENG Huan,et al.;Modified PSO Algorithm for Power System Unit Commitment Optimization[J];Journal of Xihua University(Natural Science Edition);2007-03
8 ZHANG Wen,LIU Yu tian, QIAN Xia,HOU Qian (School of Electrical Engineering,Shandong Univ.,Jinan City,Shandong Province 250061,China);HYBRID SEARCH APPROACH BASED REACTIVE POWER OPTIMIZATION IN PRACTICAL AREA POWER SYSTEMS[J];Journal of Shandong University of Technology;2002-06
9 HU Guoxin ZHOU Yan JIN Xianghui (1.Beijing Shougang Design Institute,Beijing 100043,China;2.College of Electrical and Electronic Eng.,HUST,Wuhan 430074,China);Reactive Power Optimization of Power System Based on DNA Optimization Algorithm[J];Water Resources and Power;2008-01
10 HE Xiaolei YAN Zheng XIE Yuguang (Department of Electrical Engineering,School of Electronic,Information and Electrical Engineering,Shanghai Jiao Tong University,Shanghai 200240,China);Study on Modeling and Algorithm of Unit Commitment on Background of Energy Saving and Emission Reduction[J];Water Resources and Power;2009-03
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 Shan Ming Zhou Buxiang Zhang Yanjun Chen Shijun Fu Hao(School of Electricity and Electronic Information,Sichuan University,Chengdu 610065);lnfeasibility Study of Reactive Power Optimization Based on Primal-Dual Interior Point Method[A];[C];2006
3 SHAN Ming, ZHOU Bu-xiang, ZHANG Yan-jun, CHEN Shi-jun, FU Hao (School of Electricity and Electronic Information, Sichuan University, Chengdu 610065, Sichuan Province, China);Infeasibility Study of Reactive Power Optimization Based on Primal-Dual Interior Point Method[A];[C];2006
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 SUN Jun XU Xiao-jun(Department of Mechanics & Electrics,Hubei Institute of Education,Wuhan 430205,China);Situation & Development of the Reactive Compensation[J];Journal of Hubei Institute of Education;2006-02
2 Xiang Nian-de, Wang Shi-ying (Department of Electric Power Engineering,Qinghua University) Yu Er-keng (Computer Application Laboratory, Electric Power Research institute,Ministry of Electric Power);The Estimation-Identification Approach of Bad Data in Power System State Estimation Part I:Basic Principles and Solving Method[J];Journal of Tsinghua University(Science and Technology);1979-04
3 Yu Er-keng, Computer Application Laboratory, Electric Power Research Institute, Ministry of Electric Power Xiang Nian-de, Wang Shi-ying, Department of Electric Power Engineering, Qinghua University;The Estimation-identification Approach of Bad Data in Power System State Estimation. Part Ⅱ: Detective System[J];Journal of Tsinghua University(Science and Technology);1980-01
4 Xiang Nian-de, Wang Shi-ying, Department of Electrical Engineering, Qinghua University Yu Er-keng, Computer Application Laboratory, Electric Power Research Institute, Ministry of Electric Power;Application of the Pseudo-Measurements for the Estimation-Identification Approach of Multiple Bad Data[J];Journal of Tsinghua University(Science and Technology);1981-02
5 Xiang Nian-de, Wang Shi-ying,Department of Electrical Engineering, Qinghua University Yu Er-keng, Computer Application Laboratory,Electric Power Research Institute, Ministry of Electric Power;Some Problems in Real-Time Application of the Estimation-Identification Approach of Bad Data[J];Journal of Tsinghua University(Science and Technology);1981-02
6 Yan Zheng, Chen Xueqing, Xiang Niande (Department of Electrical Engineering, Tsinghua University) Wu Rong, Li Qunju (North China Electric Power Test Research Institute);Study of Optimal Power Flow by Newton Approch and its Application to Var Optimization[J];Journal of Tsinghua University(Science and Technology);1989-01
7 TIAN Fengzhan, ZHANG Hongwei, LU Yuchang, SHI Chunyiogy and System, Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China);Bayes classification approaches with continuous attributes[J];Journal of Tsinghua University(Science and Technology);2003-01
8 GUO Qinglai,ZHANG Boming,SUN Hongbin,WU Wenchuan(Department of Electrical Engineering,Tsinghua University,Beijing 100084,China);Analysis on evolution of reactive power and voltage control methods[J];Journal of Tsinghua University(Science and Technology);2008-01
9 Hu Shanying, Chen Bingzhen, He Xiaorong,Shen Jingzhu Department of Chemical Engineering, Tsinghua University, Beijing 100084;Simulated annealing method on global optimization of nonconvex NLP problems[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1997-06
10 LIN Dan,\ LI Min\|qiang,\ KOU Ji\|song(Institute of Systems Engineering, Tianjin University, Tianjin 300072, China);A GA-Based Method for Solving Constrained Optimization Problems[J];Journal of Software;2001-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Zhang Jian Niu Xia Liu Xiaodong etc;Application of Fast Multi-Objective Reactive Power Optimization to Real System[J];Sichuan Electric Power Technology;2009-01
2 Pu Shi Liu Junyong Chen Ye etc.;Research on Bilevel Programming for Environmental Constrained Unit Commitment Optimization Problem[J];Sichuan Electric Power Technology;2009-02
3 ;Reactive Power Optimization of Electric Power System Incorporating Wind Power[J];Shandong Electric Power;2009-03
4 CHENG Chuntian,TANG Zitian,LI Gang,YANG Binbin(Institute of Hydropower System & Hydroinformatics,Dalian University of Technology,Dalian 116024);Comparison study between dynamic programming and particle swarm algorithm for the optimal operation of hydropower plant[J];Journal of Hydroelectric Engineering;2008-06
5 LI Gang,CHENG Chun-tian,TANG Zi-tian,WU Xin-yu(Institute of Hydropower & Hydroinformatics,Dalian University of Technology,Dalian 116024);An improved PSO algorithm embedded TS for economic operation of Wujiangdu hydroelectric plant[J];Journal of Hydroelectric Engineering;2009-02
6 SHEN Jianjian,CHENG Chuntia,LIAO Shengli,ZHANG Jun(Institute of Hydropower & Hydroinformation,Dalian University of Technology,Dalian 116024);Optimization of hydropower station operation by using particle swarm algorithm based on simulated annealing[J];Journal of Hydroelectric Engineering;2009-03
7 LI Yuan(Guangzhou Panyu Power Supply Bureau of Guangdong Power Grid Company,Guangzhou 511400,China);Research on ill-conditioned load flow algorithm of modern electric power system[J];Huadian Technology;2009-05
8 Rui Jun1,2,Chen Shoulun1(1.College of Water Conservancy and Hydropower Eng.,Hohai Univ,Nanjing Jiangsu 210098; 2.Nanjing Automation Research Institute,Nanjing Jiangsu 210003);Advanced Algorithm of Particle Swarm Algorithm in Optimal Regulation of Hydropower Stations[J];Water Power;2008-03
9 LI An-qiang~1,WANG Li-ping~2,LIN Wei-min~3,JI Chang-ming~2(1.Wuhan University,Wuhan 430072,China;2.North China Electric Power University,Beijing 102206,China;3.Kuitun Agricultural Division of Survey and Design Institute,Kuitun 833200,China);Application of immune particle swarm optimization algorithm to short-term optimal dispatch of cascade hydropower stations[J];Journal of Hydraulic Engineering;2008-04
10 ZHANG Jun1,CHENG Chun-tian1,LIAO Sheng-li1,ZHANG Shi-qin2(Dalian University of Technology,Dalian 116024,China;2.Fujian Electric Power Dispatching and Communication Center,Fuzhou 350003,China);Application of improved particle swarm optimization algorithm to operation of hydropower station group[J];Journal of Hydraulic Engineering;2009-04
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 XUE Wei~1, SHU Jiwu~2, WANG Xinfeng~1, ZHENG Weimin~2(1. Department of Electrical Engineering, Tsinghua University, Beijing 100084, China; 2. Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China);Advance of parallel algorithms for power flow simulation[J];Journal of Tsinghua University(Science and Technology);2002-09
2 Liu Tiangi;Teng Fusheng;The Parallel Processing Method for Real-time Security Analysis of Power System[J];;1996-01
3 Cheng Haozhong(Department of Electric Power Engineering, Shanghai Jiaotong University);Reactive Power Optimization Based on GeneticAlgorithms in Electric Power Systems[J];JOURNAL OF SHANGHAI JIAOTONG UNIVERSITY;1998-01
4 SUN Yan feng, ZHENG Jia qi (School of Traffic & Transport, Northern Jiaotong University, Beijing 100044, China);Study on GATS hybrid algorithms and its convergence[J];JOURNAL OF THE CHINA RAILWAY SOCIETY;2000-02
5 Li Dawei(Anshan Institute of Iron and Steel Technology,Anshan 114002)Wang Li(Anshan Normal College,Anshan 114005)Wang Mengguang(Northeastern University,Shenyang 110006);GENETIC ALGORITHM AND TABU SEARCH:A HYBRID STRATEGY[J];JOURNAL OF SYSTEMS ENGINEERING;1998-03
6 Shen RugangElectric Power Research Institute;REACTIVE POWER OPTIMIZATION IN POWER SYSTEM QUADRATIC PROGRAMMING METHOD[J];Proceedings of the Csee;1986-05
7 Zhang Liping He Dayu Zhu Taixiu EPRI, Ministry of Water Resources and Electric Power;Optimal Power Flow and Optimal Reactive Power Compensation by Newton's Method[J];Proceedings of the Csee;1987-01
8 Chen Haoyong Zhang Kaoshe Wang Xifan Xi'an Jiaotong University, Xi'an, 710049 China;EVOLUTIONARY OPTIMIZATION METHOD OF POWER SYSTEM UNIT COMMITMENT PROBLEM[J];Proceedings of the Csee;1999-12
9 ZHANG Li-zi, SHU Jun, LIN Xian-shu, XU Ying-hui (North China Electric Power University,Beijing 102206,China);REACTIVE POWER PLANNING BASED ON GENETIC ALGORITHM[J];Proceedings of the Csee;2000-06
10 SHI Li bao,XU Guo yu (Chongqing University,Chongqing 400044, China);A NEW METHOD OF SELF-ADAPTIVE EVOLUTIONARY PROGRAMMING ON MULTI-OBJECTIVE OPTIMAL OPERATION OF POWER SYSTEM[J];Proceedings of the Csee;2000-08
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