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《Journal of Northeast Dianli University(Natural Science Edition)》 2009-02
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Power Load Forecasting Based on Particle Swarm Optimization Grey Model

LIU Hong-tao~1,XIAO Guang-ming~2,LIU Jun-tao~2 (1.Heating Power Limited Corporation of Jinlin City,Jilin,Jilin,132002;2.Mudanjiang Electric Power Bureau,Mudanjiang, Heilingjiang,157000)  
According to the analysis of the limitation of the grey model,particle swarm optimization algorithm is adopted in order to solve the parameters value of grey model as it has the virtue of optimum-seeking.Then a particle swarm optimization based on grey model PSOGM is proposed,and practical examples are given.The simulation results indicate that(PSOGM) model gives better precision and has wider application field.
【CateGory Index】: TM715
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 LIU Yao-nian, PANG Song-ling, LIU Dai (Northeast China Institute of Electric Power Engineering, Jilin 132012, China );Short-term load forecasting method based on artificial fish-swarm algorithm of neural network[J];Advanced Technology of Electrical Engineering and Energy;2005-04
2 WANG Qian,WANG Yan-ling,ZHANG Li-zi(School of Electrical and Electronic Engineering,North China Electric Power University,Changping District,Beijing 102206,China);An Approach to Allocate Impersonal Weights of Factors Influencing Electric Power Demand Forecasting[J];Power System Technology;2008-05
3 ZHOU Chi,GAO Hai-bing,GAO Liang,ZHANG Wan-guo(Laboratory of Intelligent Manufacturing,School of Mechanical Science & Engineering,Huazhong University of Science & Technology,Wuhan Hubei 430074,China);Particle Swarm Optimization(PSO) Algorithm[J];Application Research of Computers;2003-12
4 TAN Guan-jun (College of Mechanical and Electrical Engineering, Central South University of Technology, Changsha 410083);The Structure Method and Application of Background Value in Grey System GM(1,1) Model (Ⅰ)[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;2000-04
5 LI Zuo\|yong, ZHANG Min, DENG Xin\|min(Chengdu University of Information Technology, Chengdu 610041, China);Optimal Gray GM(1,1) Model Based on Genetic Algorithm and Its Verification[J];Systems Engineering-theory & Practice;2002-08
6 Xie Jingdong,Tang Guoqing,Xu Gaofei et al.;The Application of the Combined Forecasting Method in the Power Load Forecast[J];ELECTRIC POWER;1998-06
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Yao-nian, LIU Dai (Northeast China Institute of Electric Power Engineering, Jilin 132012, China);Power system short-term load forecasting based on homotopy method of neural networks[J];Advanced Technology of Electrical Engineering and Energy;2004-03
2 Liu Yaonian Fu Xiangyun Zhang Wensheng Zeng Lingquan (Northeast China Institute of Electric Power Engineering 132010 China);Short-Term Load Forecasting Method Based on Fuzzy Pattern Recognition and Fuzzy Cluster Theory[J];Transactions of China Electrotechnical Society;2002-05
3 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
4 LI Xiao-lei, QIAN Ji-xin(Institute of System Engineering, Control Department, Zhejiang University, Hangzhou 310027, China );Studies on Artificial Fish Swarm Optimization Algorithm based on Decomposition and Coordination Techniques[J];Journal of Circuits and Systems;2003-01
5 ZHAO Xia,ZHAO Cheng-yong,JIA Xiu-fang,LI Geng-yin (School of Electrical Engineering,North China Electric Power University, Baoding 071003,Hebei Province,China);FUZZY SYNTHETIC EVALUATION OF POWER QUALITY BASED ON CHANGEABLE WEIGHT[J];Power System Technology;2005-06
6 LEI Shao-lan,SUN Cai-xin,ZHOU Quan,ZHANG Xiao-xing (The Key Laboratory of High Voltage Engineering and Electrical New Technology of Ministry of Education,Chongqing University,Shapingba District,Chongqing 400030,China);APPLICATION OF FUZZY ROUGH SET THEORY IN SPATIAL LOAD FORECASTING[J];Power System Technology;2005-09
7 SU Hong-sheng,LI Qun-zhan (College of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,Sichuan Province,China);SUBSTATION FAULT DIAGNOSIS METHOD BASED ON ROUGH SET THEORY AND NEURAL NETWORK MODEL[J];Power System Technology;2005-16
8 YU Jian-ming, YAN Fei, YANG Wen-Yu, XIA Chao (Dept. of Electrical Engineering, Xi'an University of Technology, Xi'an 710048, Shaanxi Province, China);GRAY VARIABLE WEIGHT COMBINATION MODEL FOR MIDDLE AND LONG TERM LOAD FORECASTING[J];Power System Technology;2005-17
9 HUANG Mei, HE Ren-mu, YANG Shao-bing ( School of Electrical Engineering, Beijing Jiaotong University, Haidian District, Beijing 100044, China; School of Electrical Engineering, North China Electric Power University, Changping District, Beijing 102206, China);Application of Fuzzy Clustering in Measurement-Based Load Modeling[J];Power System Technology;2006-14
10 ZHANG Yao-tian~1 HE Zheng-you~1 ZHAO Jing~1 ZHANG Peng~1 LIMing~3 GUI Jian-ting~3 1. School of Electrical Engineering, Southwest Jiaotong University, Chengdu 610031, Sichuan Province, China; 2.Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control(North China Electric Power University), Ministry of Education, Changping District, Beijing 102206, China; 3. Nanyang Power Supply Company of Henan Provincial Electric Power Company, Nanyang 473001, Henan Province, China;A Power Network Fault Diagnosis Method Based on Rough Set Theory and Naive Bayesian Networks[J];Power System Technology;2007-01
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