Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Automation of Electric Power Systems》 2001-12
Add to Favorite Get Latest Update

A DISTRIBUTED GENETIC ALGORITHM FOR REACTIVE POWER OPTIMIZATION

Pan Zhelong', Zhang Borning', Sun Hongbin', Cheng Liang'(1. Tsinghua University, Beijing 100084, China)(2. Nantong Electrical Power Bureau, Nantong 226006, China)  
This paper presents a distributed genetic algorithm (GA) to solve optimal reactive power flow (OPF) problems inpower systems. A master-slave plan is adopted to process the parallel computation with several computers in a local areanetwork (LAN). In this plan, a 11 mastern controls genetic operations and balances the loads of n slaves" which solve theadaptability function simultaneously. Some aspects to improve the parallelism of this algorithm are discussed in detail, such asencoding methods, the solution of the adaptability function of multi--objectives, and genetic operations. Moreover. someproblems on parallel efficiency are analyzed. Based on the analysis of the numerical example, it can be concluded that thismethod achieves satisfactory optimization results as well as high computation speed.
【CateGory Index】: TM761
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 WEI Peng~1,TANG Li-chun~2(1.College of Electrical Engineering and Information Science,China Three Gorges Univ,Yichang 443002,China;2.Dispatch & Communication Bureau,Hunan Power Grid Corp,Changsha 410007,China);Parallel Optimal Power Flow Algorithm Based on Auxiliary Problem Principle and Sequential Quadratic Programming Method[J];Journal of Changsha University of Electric Power(Natural Science);2006-04
2 YANG Hong-geng,LI Zhi(School of Electrical Engineering and Information,Sichuan University,Chengdu 610065,China);Several thoughts on regional AVC current status and smart AVC construction[J];Journal of Electric Power Science and Technology;2011-01
3 WANG Xiu-yun,YANG Yan-liang,WANG Bin,YANG Dong-mei,LIU Li-wei(Electrical Engineering College,Northeast Dianli University,Jinlin Jinlin 132012);Application of optimization algorithm on simulating the fisher fishing in optimal reactive power[J];Journal of Northeast Dianli University;2011-02
4 Liu Zhiwen Liu Mingbo Lin Shunjiang(Guangdong Key Laboratory of Clean Energy Technology South China University of Technology Guangzhou 510640 China);Research on Application of REI Equivalent Technique into Multi-Area Reactive Power Optimization Computing[J];Transactions of China Electrotechnical Society;2011-11
5 Yu Tao1 Liu Jing1 Hu Xibing2(1.South China University of Technology Guangzhou 510640 China 2.Anqing Power Supply Corporation Anqing 246003 China);Optimal Power Flow for Complex Power Grid Using Distributed Multi-Step Backtrack Q(λ) Learning[J];Transactions of China Electrotechnical Society;2012-04
6 MA Jishan1,2,YANG Honggeng2(1.Cangzhou Power Supply Company,Electric Power of Hebei,Cangzhou 061001,China;2.School of Electrical Engineering & Information,Sichuan University,Chengdu 610065,China);Parallel Coordinated Control Strategy for Provincial-Regional Grid Based on Subarea Division of the Power System[J];Energy Technology and Economics;2011-07
7 Guo Qinglai 1, Wu Yue 2, Zhang Boming 1, Sun Hongbin 1, Pan Zhelong 1, Chen Ken 3 (1. Tsinghua University, Beijing 100084, China) (2. Jiujiang Electric Power Bureau, Jiujiang 332000, China) (3. Nanchang University, Nanchang 330000, China);RESEARCH AND DEVELOPMENT OF REAL-TIME CONTROL SYSTEM FOR REACTIVE POWER OPTIMIZATION[J];Automation of Electric Power Systems;2002-13
8 Cheng Xingong, Li Jiwen, Cao Lixia, Liu Xuelian (Shandong University, Jinan 250061, China);DISTRIBUTED AND PARALLEL OPTIMAL POWER FLOW SOLUTION OF ELECTRIC POWER SYSTEMS[J];Automation of Electric Power Systems;2003-24
9 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
10 LIANG Cai-hao , DUAN Xian-zhong , ZHONG Zhi-yong, HUANG Jie-bo ( Huazhong University of Science and Technology, Wuhan 430074, China) ( The Hong Kong Polytechnic University, Hong Kong, China);Parallel Reactive Power Optimization Based on Differential Evolution and PC-cluster[J];Automation of Electric Power Systems;2006-01
China Proceedings of conference Full-text Database 1 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
【Citations】
Chinese Journal Full-text Database 3 Hits
1 Wang Chengshan; Tang Xiaoli; Yu Yixin; Zhang Yi (Tianjin University, 300072. Tianjin. China);OPTIMAL REACTIVE POWER PLANNING USING HEURISTIC METHOD AND BENDER'S DECOMPOSITION TECHNIQUE[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1998-11
2 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
3 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
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Fei zhou YAN Lei (Peking University,Institute of Remote Sensing and Geography Information System)FAN Yue zu SUN Xian fang (Beijing University of Aeronautics and Astronautics, School of Automation Science and Electrical Engineering);Optimizing Dispatching of Public Traffic Vehicles in Intelligent Transport Systems[J];Journal of Beijing University of Aeronautics and Astronautics;2002-06
2 MA Yong-fei~1,ZHOU Ren-jun~1,WANG Xian-min~2,DENG Xue-hua~1 (1.College of Electrical and Information Engineeing,Changsha University of Science and Technology,Changsha 410076,China;2.Yemazhai Power Plant,Liupanshui 553011,China);Reactive Power Optimization Based on Global Sequential Quadratic Programming Algorithm[J];Journal of Changsha University of Electric Power(Natural Science);2006-03
3 CAI Zhi-hui1,TANG Zhong2,MA Shi-ying1,LIN Wen-nan1(1.College of Electrical and information Engineering,Changsha University of Science and Technology,Changsha 410076,China;2.College of Computer and information Engineering,Shanghai University of Electric Power,Shanghai 200090,China);Static voltage stability margin calculation based on genetic/tabu search hybrid algorithm[J];Journal of Electric Power Science and Technology;2007-04
4 LI Yi-hua,LIN Wen-nan(College of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410076,China);Improved tabu search algorithm based reactive power optimization in regional power grid[J];Journal of Electric Power Science and Technology;2008-02
5 WANG Yan,ZHANG Shu guan(Agriclutural University of Hebei,Baoding 071001,China);Studies on the software of networke analyse and optimation in distribution networks[J];Journal of Agricultural University of Hebei;2003-S1
6 WANG Xing-dong~1,SUN Zhi-zheng~1,CHEN Min~2,LIU Shu-yu~3 (1.Jixi Power Supply Company,Jixi,Heilongjiang,158100;2.power Grid Branch of Cuodian Nanjing Automation Co,.LTD, Nanjing,Jiangsu,210003;3.Electrical Engineering of Northeast Dianli University,Jilin,Jilin,132012);Power System Reactive Power Optimization Based on Particle Swarm Optimization and Differential Evolution Algorithm[J];Journal of Northeast Dianli University(Social Science Edition);2009-04
7 REN Ping~1,GAO Li-qun~1,WANG Ke~1,LI Nan~2(1.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2.Department of Science and Technology,Shenyang University,Shenyang 110044,China.);Transmission Network Optimization Planning Based on Hybrid PSO[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-08
8 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
9 Lin Fei 1 Ma Li 2 Zhang Chunpeng 1 Song Wenchao 1 Chen Shousun 1 (1 Tsinghua University Beijing 100084 China) (2 Zhejiang University Hangzhou 310027 China);Optimization of PI Gains of Field-Oriented Control of Induction Motors Based on Tabu Search[J];Transactions of China Electrotechnical Society;2003-05
10 Zhang Li Xu Yuqin Wang Zengping Li Xuedong Li Peng(Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control Under Ministry of Education North China Electric Power University Baoding 071003 China);Reactive Power Optimization for Distribution System With Distributed Generators[J];Transactions of China Electrotechnical Society;2011-03
China Proceedings of conference Full-text Database 1 Hits
1 PU Yonghong,LI Yi Shanghai University of Engineering Science,Shanghai 201620,P.R.China;An Improved Genetic Algorithm for Reactive Power Optimization[A];[C];2011
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Qiu Zhiping\ Wang Xiaojun\ Ma Yi (Dept. of Flight Vehicle Design and Applied Mechanics, Beijing University of Aeronautics and Astronautics);Interval Perturbation Method for Computing Regions Containing Complex Natural Frequencies of Structures[J];Journal of Beijing University of Aeronautics and Astronautics;2003-05
2 Zhang Lianwen\ \ Xia Renwei (Beijing University of Aeronautics and Astronautics,Dept.of Flight Vehicle Design and Applied Mechanics);ON NECESSARY AND SUFFICIENT PARETO OPTIMALITY CONDITIONS IN VECTOR OPTIMIZATION[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-02
3 Ran Maosheng Zhang Zongyi;Challenge Vs Development Internationalization of China's Finance[J];Journal of Chongqing University(Social Sciences Edition);1995-02
4 SU Shi?ping1, LIU Gui?ying2, GAN Zheng?ning1 (1.Dept. of Electr. Power Eng., Changsha Univ. of Electr.Power, Changsha 410077, China ;2. Changsha School of Electr . Power , Changsha 410131, China );A Method of General Optimization for Reactive Power Compensations of Power Networks Based Dynamic Programming[J];Journal of Changsha University of Electric Power(Natural Science);2001-01
5 WEI Peng~1,TANG Li-chun~2(1.College of Electrical Engineering and Information Science,China Three Gorges Univ,Yichang 443002,China;2.Dispatch & Communication Bureau,Hunan Power Grid Corp,Changsha 410007,China);Parallel Optimal Power Flow Algorithm Based on Auxiliary Problem Principle and Sequential Quadratic Programming Method[J];Journal of Changsha University of Electric Power(Natural Science);2006-04
6 YANG Hong-geng,LI Zhi(School of Electrical Engineering and Information,Sichuan University,Chengdu 610065,China);Several thoughts on regional AVC current status and smart AVC construction[J];Journal of Electric Power Science and Technology;2011-01
7 XIA Hong-wei(School of Science,Changzhou Institute of Technology,Changzhou 213002);An Affine-scaling Interior-point Trust Region Method for Nonlinear Equations with Simple Bounds[J];Journal of Changzhou Institute of Technology;2006-05
8 LI Tian-yun, LIU Zi-fa, DAI Zhan-bo, GUAN Xin (Department of Electric Power Engineering, Northeast china Institute of Electric Power Engineering, Jilin city 132012);Research on Fractal Properties of Power Load[J];Journal of Northeast China Institute of Electric Power Engineering;1999-04
9 HAN Bao liang,QIN Wan guang,SONG Geng xin (Department of Mathematics and Physics,Northeast China Institute of Electric Power Engineering Jilin City 132012);A Discuss about the Energy of Self Inductance and the Coefficient of Self Inductance[J];Journal of Northeast China Institute of Electric Power Engineering;2003-02
10 HAN Fang~1,ZHOU Zhong-xun~1,SUN Yi~2 (1.Electrical Engineering College of Northeast Dianli University,Jilin City,Jilin Province,132012;2.Qiqihar Electric Power Bureau Qiqihar City,Heilongjiang Province 161000);Reactive power optimization based on the improved dual population ant colony algorithm[J];Journal of Northeast Dianli University;2010-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CAO Jian-jun,ZHANG Pei-lin,SHI Zhi-yong,REN Guo-quan,FU Jian-ping (Ordnance Engineering College,Shijiazhuang 050003,Hebei,China);Online Condition Monitoring System for Large-scale Mobile Multi-electromechanical Equipment[J];Acta Armamentarii;2007-09
2 GAO Guang-min,etc.(Faculty of Electric & Information Engineering,Changchun Institute of Technology,Changchun 130012,China);The research on reactive power optimization based on improved hybrid genetic algorithm[J];Journal of Changchun Institute of Technology(Natural Sciences Edition);2011-01
3 PENG Ji-shen1,LI Yang1,WANG Guo-hui2,CHEN Zheng-yi1(1.School of Electrical and Control Engineering,Liaoning Technical University,Huludao 125105,China;2.Shenyang Research Institute,China Coal Research Institute,Shenyang 110016,China);Application of chaotic ant colony algorithm in methane explosion detector[J];Transducer and Microsystem Technologies;2010-11
4 WEI Peng~1,TANG Li-chun~2(1.College of Electrical Engineering and Information Science,China Three Gorges Univ,Yichang 443002,China;2.Dispatch & Communication Bureau,Hunan Power Grid Corp,Changsha 410007,China);Parallel Optimal Power Flow Algorithm Based on Auxiliary Problem Principle and Sequential Quadratic Programming Method[J];Journal of Changsha University of Electric Power(Natural Science);2006-04
5 SHI Jia-ying,ZHAO Min,SHEN Chen(State Key Lab of Power Systems,Department of Electrical Engineering,Tsinghua University,Beijing 100084,China);Studies on morphology of future power system control[J];Journal of Electric Power Science and Technology;2011-04
6 XU Xiu-li~1,WANG Zhen-yu~2,WANG Hong-jun~3,SUN Yi~3,LI Xin~4 (1.Electrical Engineering College of Northeast Dianli University,Jilin City,Jilin Province,132012;2.Longyuan Electric Power Technology Co.,Ltd,Yantai City,Shandong Province,264003;3.Qiqihaer Electric Power Bureau,Qiqihaer City,Heilongjiang Province,161003;4.Deen Electricity Group Co.,Ltd,Qiqihaer City,Heilongjiang Province,161003);Reactive Power Optimization of Power System Based on the Bacter Colony Chemotaxis Algorithm[J];Journal of Northeast Dianli University(Social Science Edition);2009-04
7 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
8 CHEN Hou-he,LIAO Hai-liang,LI Guo-qing(School of Electrical Engineering,Northeast Dianli University,Jilin Jilin 132012);Study of Available Transfer Capability Based on Bacter Colony Chematoxis[J];Journal of Northeast Dianli University;2011-04
9 LI Pei1,HAO Xiao-guang2,ZHOU Wen2 (1.School of Electrical and Electronic Engineering,North China Electric Power University,Beijing 102206,China. 2.Hebei Electric Power Research Institute,Shijiazhuang 050021,China);Optimal Design of Passive Power Filters Based on Pseudo-parallel Genetic Algorithm[J];Electrical Measurement & Instrumentation;2011-07
10 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
China Proceedings of conference Full-text Database 10 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 YAN Xian-Yun ZHANG Feng-Chun HU Bin(YAN tai Dongfang Electronics Information Industry Group Co.,Ltd,Yantai 264000,China);Realizing substation voltage and reactive power control by using communication manager[A];[C];2006
3 LIU Qingrui Shanghai Sunrise Power Tech Co.,Ltd.Shanghai 201615;The Automatic Control for Voltage and Reactive Power Optimization in a County Level Power Network[A];[C];2008
4 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
5 Wu Xiuhua1, Bao Rui2, Piao Zailin1* (1.College of Information and Electrical Engineering, Shenyang Agricultural University ,Shenyang, 110161;2. Shenyang Power Supply Company,Shenyang, 110161);Fuzzy Control on Voltage/Reactive Power in Electric Power Substation[A];Chinese Society of Agricultural Engineering[C];2009
6 SUN Bing,HUANG Qian,TANG Hai-yan (School of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou 221008,China);Multi-Objective Optimization Flowing Calculation Analysis of Mining Power Grid Based on PSASP[A];[C];2012
7 Zhan Mengmeng1, Shang Qunli1, Ling Long1 1.School of Automation, Hangzhou Dianzi University. Hangzhou 310018;General Reactive Power Optimization of Distribution Network Based on Power Loss Sensitivity Analysis[A];[C];2013
8 LIU Yalin,SHEN Haodong,DU Hongwei,ZHAO Junjing,LU Wen(NARI Technology Development Limited Company,Nanjing 210061,Jiangsu Province,China);Smart Distribution Network Optimal Scheduling Technology Research[A];[C];2013
9 ZENG yuanfang~1,ZHANG buhan~1,WU junli1,BIE pei~1 State Key Laboratory of Advanced Electromagnetic Engineering and Technology(Huazhong University of Science and Technology),Wuhan 430074,Hubei Province,China);Studies on Wind Farm Equivalent Method Based on Principal Component Analysis[A];[C];2013
10 Su Jiehe;Chen Xu;Zhang Yongjun;Key Laboratory of Clean Energy Technology of Guangdong Province (South China University of Technology);;A New Approach for Voltage Optimization Based on Fuzzy Membership and Interval Arithmetic[A];[C];2013
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Ran Maosheng Zhang Zongyi;Challenge Vs Development Internationalization of China's Finance[J];Journal of Chongqing University(Social Sciences Edition);1995-02
2 ZhouShuangxi, Yang Bin ( Tsinghua University. Beijing);A NEW ALGORITHM FOR REACTIVE POWER OPTIMIZATION──GENETIC ALGORITHMS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1995-11
3 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
4 wen Fushuan; Han Zhenxiang (Dept.of Eelctrical Engineering, Zhejiang UniversityHangzhou,310027,China);A TABU SEARCH METHOD TO THE OPTIMAL PLANNING OF TRANSMISSION NETWORK[J];POWER SYSTEM TECHNOLOGY;1997-05
5 Zhao Youxin Li Wenyuan;OPTIMAL CONTROL OF REACTIVE POWER AND VOLTAGE BY FICTITIOUS VARIABLES METHOD[J];Journal of Chongqing University(Natural Science Edition);1991-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved