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《Power System Protection and Control》 2017-23
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Locating optimization for substation based on refined GA-PSO hybrid algorithm

HE Yuqiang;LIU Gushuai;XIAO Yiyao;ZHANG Zhonghui;School of Qianhu, Nanchang University;State Grid Zibo Power Supply Company;School of Information and Electrical Engineering, Nanchang University;  
Aiming at the problems of large scale, multi-constraint and non-linear optimal substation locating, an algorithm is proposed which adapts to the actual geography state, has optimal systems and ensures the efficient speed. Based on Genetic Algorithm and Particle Swarm optimization(GA-PSO), this algorithm adopts real-coded strategy and elite-preservation strategy, then uses a minimum annual cost of substation planning to be fitness. This algorithm realizes the self-adjusted search of solution in spatial range, and avoids the problem of prematurity and the situation of trapping in local best optimization. The speed of convergence of this algorithm is faster than that of GA and its precision is rather higher than those of PSO and GA. Besides, the results are evaluated and locally modified by the evaluation function based on Analytic Hierarchy Process(AHP), which is closer to the actual situation. The results demonstrate that GA-PSO algorithm has good converging speed and find-best ability, doesn't need the process of coding and crossover, and the speed of convergence is fast and implementation is easy. The method proposed has a promising application in large-scale practical problems.
【CateGory Index】: TM63
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 WEI Minglei;MENG Anbo;HUANG Haitao;School of Automation,Guangdong University of Technology;;Distributed Generation Planning Based on Crisscross Algorithm with Elite Strategy[J];广东电力;2016-12
2 CHEN Yufan;HE Wei;Sun Bairu;State Grid Sichuan Electric Power Company;State Grid Sichuan Electric Power Company Customer Service Center;School of Economics and Management,North China Electric Power University;;Post-evaluation Method for Electric Power Construction Projects Based on Fuzzy Partial Ordering and Rough Sets[J];陕西电力;2015-12
3 LIN Zhuoqiong;PENG Xiangang;LIU Yi;ZU Kaitao;LIN Lixiang;College of Automation,Guangdong University of Technology;Guangdong Power Grid Co.,Ltd.Dongguan Power Supply Bureau;;Substation Locating and Sizing Based on K-mean Clustering Particle Swarm Algorithm[J];陕西电力;2015-11
4 PENG Xiangang;LIN Lixiang;LIU Yi;WANG Xinghua;MENG Anbo;School of Automation, Guangdong University of Technology;;Optimal Distributed Generator Allocation Method Based on Correlation Latin Hypercube Sampling Monte Carlo Simulation Embedded Crisscross Optimization Algorithm[J];中国电机工程学报;2015-16
5 CHENG Meng;ZHOU Ling;HU Chuansheng;XU Hui;College of Energy and Electrical Engineering,Hohai University;;Multi-objective Optimal Planning of Distributed Generation Based on Immune Particle Swarm Optimization Algorithm[J];陕西电力;2015-06
6 DENG Jun;WEI Hua;LI Jinghua;BAI Xiaoqing;Guangxi key Laboratory of Power System Optimization and Energy Technology (Guangxi University);;A Mixed-integer Linear Programming Model Using Four Sets of Binary Variables for the Unit Commitment Problem[J];中国电机工程学报;2015-11
7 MA Wei;LI Zhang-wei;XV Yi;College of Information Engineering,Zhejiang university of technology;;Substation locating based on GIS and improved differential evolution algorithm[J];机电工程;2015-05
8 CAI Min;SHEN Peifeng;ZHU Hong;LIAO Yingchen;College of Energy and Electrical Engineering,Hohai University;Nanjing Power Supply Company;;Load Characteristic Analysis of Distribution Grid Based on Fuzzy Clustering[J];陕西电力;2015-04
9 ZHONG Ming;WEN Bo;HONG Binzhuo;Heyuan Power Supply Bureau of Guangdong Power Grid Co.,Ltd.;Yangjiang Power Supply Bureau of Guangdong Power Grid Co.,Ltd.;;Optimization on Reactive Power of Power System Based on Particle Swarm and Its Improved Algorithm[J];广东电力;2015-03
10 LIANG Haifeng;ZHANG Jing;LI Huaike;GAO Yajing;China State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources,North China Electric Power University;;PSO-GA Hybrid Algorithm Based Maintenance Optimization for Power Distribution Transformer[J];南方电网技术;2014-05
【Co-citations】
Chinese Journal Full-text Database 9 Hits
1 ZHAO Si-wen;YE Peng;YAO Tian-hao;ZHAO Xu-long;NIU Xiao;School of Electric Power,Shenyang Institute of Engineering;;Research on Intelligent Algorithm for Substation Location[J];沈阳工程学院学报(自然科学版);2018-01
2 CHEN Kui;ZHANG Yun;WANG Hongyin;WAN Xinqiang;School of Electrical and Power Engineering, China University of Mining & Technology;Suqian Power Supply Company of Jiangsu Province;;Fault-section location of distribution network containing distributed generation based on immune algorithm[J];电力系统保护与控制;2017-24
3 LIU Meng;LIANG Wen;ZHANG Ye;CHENG Dingyi;GAO Wenlong;HAN Yanfeng;JING Yugang;State Grid Shandong Electric Power Research Institute;Yantai Power Supply Company,State Grid Shandong Electric Power Company;Shandong University;Shandong Electric Power T & T Engineering Company;State Grid Shandong Electric Power Company;;Numerical inverse Laplace transform solving method of thermostatically controlled load group's Fokker-Planck equation aggregation model[J];电力系统保护与控制;2017-23
4 HE Yuqiang;LIU Gushuai;XIAO Yiyao;ZHANG Zhonghui;School of Qianhu, Nanchang University;State Grid Zibo Power Supply Company;School of Information and Electrical Engineering, Nanchang University;;Locating optimization for substation based on refined GA-PSO hybrid algorithm[J];电力系统保护与控制;2017-23
5 CHEN Yunlong;YIN Hao;HUANG Qiang;ZHOU Yawu;School of Automation, Guangdong University of Technology;;Fuzzy interval prediction of photovoltaic output power[J];宁夏电力;2017-05
6 HU Li-zhong;ZHAN Yue-dong;CHENG Jun-zhao;CHEN Xian-fu;ZHANG Shao-quan;WU Ming-wei;School of information engineering and automation, Kunming University of Science and Technology;Graduate Station of Electric Power Research Institute of Yunnan Power Grid Corporation;Yunnan Power Grid Planning Research Center Co.Ltd;;Research on Reactive Power and Voltage Control of Grid Connected with High Permeability[J];软件;2017-09
7 LIU Xingyu;WEN Buying;JIANG Yuewen;College of Electrical Engineering and Automation,Fuzhou University;;Research of spinning reserve benefit based on weighted semi-variance for power system with wind power[J];电力自动化设备;2017-09
8 LIU Yun;WANG Hai-hua;XIANG Chan;Faculty of Information Engineering and Automation,Kunming University of Science and Technology;;Research on network lifetime optimization based on intermediate nodes in hierarchical clustering WSN[J];云南大学学报(自然科学版);2017-05
9 Zhang Haiyan;Department of Maths and Finance,Hanjiang Normal University;;Two Layers Multi-objective Linear Programming Method Containing Fuzzy Variables[J];科技通报;2017-08
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YIN Hao;ZHOU Yulong;MENG Anbo;School of Automation, Guangdong University of Technology;;Application of Binary Crisscross Optimization Algorithm to Distribution Network Reconfiguration[J];电网技术;2016-01
2 CHEN Haidong;ZHUANG Ping;XIA Jiankuang;DAI Wenzhang;LU Yang;GAO Qi;CHEN Tao;Shizhuishan Power Supply Company, State Grid Ningxia Electric Power Company;;Optimal power flow of distribution network with distributed generation based on modified firefly algorithm[J];电力系统保护与控制;2016-01
3 CHEN Haidong;Shizuishan Electric Power Bureau,Ningxia Electric Power Company;;Optimal power flow of distribution network with distributed generation based on bacterial colony optimization[J];电力系统保护与控制;2015-21
4 MENG Anbo;LU Haiming;LI Hailiang;TAN Huochao;GUO Zhuangzhi;Guangdong University of Technology;Maoming Power Supply Bureau of Guangdong Power Grid Corporation;;Electricity customer classification based on optimized FCM clustering by hybrid CSO[J];电力系统保护与控制;2015-20
5 HUANG Fushun;WANG Qian;HE Meihua;CHEN Qianyu;School of Electrical Engineering, Southwest Jiaotong University;;Timing distributed power planning based on a comprehensive sensitivity analysis[J];电力系统保护与控制;2015-10
6 DONG Mo;Baoding Power Supply Company of State Grid Hebei Electric Power Company;;Multi-objective Optimal Operation of Microgrid[J];智能电网;2015-02
7 LIU Dong;CHEN Yunhui;HUANG Yuhui;YOU Yi;YU Wenpeng;Key Laboratory of Control of Power Transmission and Conversion, Ministry of Education (Shanghai Jiao Tong University);Electric Power Research Institute of Guangdong Power Grid Corporation;;Hierarchical Energy Management and Coordination Control of Active Distribution Network[J];中国电机工程学报;2014-31
8 WANG Shouxiang;HAN Liang;Key Laboratory of Smart Grid of Ministry of Education (Tianjin University);;Complex Affine Arithmetic Based Method for the Analyses of DG's Uncertainty Influence on Distribution Network[J];中国电机工程学报;2014-31
9 ZHANG Lu;TANG Wei;CONG Pengwei;BAI Muke;SUO Li;TAN Huang;College of Information and Electrical Engineering, China Agricultural University;;Optimal Configuration of Active-reactive Power Sources in Distribution Network With Photovoltaic Generation[J];中国电机工程学报;2014-31
10 Liu Zhiping;Ye Xuemin;Li Chunxi;School of Energy Power and Mechanical Engineering,North China Electric Power University;;Study on External Costs of Coal-fired Electricity Generation Based on Emission Factor Method[J];电力科学与工程;2014-10
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