Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Advanced Technology of Electrical Engineering and Energy》 2005-04
Add to Favorite Get Latest Update

Short-term load forecasting method based on artificial fish-swarm algorithm of neural network

LIU Yao-nian, PANG Song-ling, LIU Dai (Northeast China Institute of Electric Power Engineering, Jilin 132012, China )  
Artificial fish-swarm algorithm (AFSA) is a nove1 optimizing method proposed lately. An Artificial Fish-swarm Algorithm for the RBF neural networks and a model based on this method were presented of the first time here. A short-term load forecasting technique for power system based on artificial fish-swarm algorithm of neural network is presented. Theoretical analysis and computer simulation results demonstrate that the forecasting method has the advantage of higher forecasting accuracy and smaller forecasting error. The method should be popularized.
【CateGory Index】: TM714
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 7 Hits
1 XIN Peng~1 ZHAO Yang~1 WANG Zhong-yi~1 XU Xing-feng~2 (1.Jilin Power Supply Company,Jilin City,Jilin Province,China,132012;2.Hanshan Power Supply Company,Hanshan City,Anhui Province,China,238100);Short-Term Load Forecasting in Power System Based on Empirical Mode Decomposition[J];Journal of Northeast Dianli University(Natural Science Edition);2008-04
2 PANG Song-ling~1,LIU Dai~2 (1.Hainan Power Grid Company,Haikou City,Hainan Province,China,570203;2.Haikou Electric Power Supply Bureau, Haikou City,Hainan Province,China,570001);Power System Short-term Load Forecasting Based on Empirical Mode Decomposition and Artificial Fish-swarm Algorithm of Neural Network[J];Journal of Northeast Dianli University(Natural Science Edition);2008-06
3 LIU Yao-nian,LI Ying-hong,ZHANG Bing-bing,LI Chun-liang(School of Electrical Engineering,Northeast Dianli University,Jilin 132012,China);Artificial fish school algorithm for optimal power flow problems[J];Advanced Technology of Electrical Engineering and Energy;2006-04
4 NIE Hong-zhan~1,LV Pan~1,QIAO Yi~1,YAO Xiu-ping~2,YAO Song~3(1.School of Electrical Engineering,Northeast Dianli University,Jilin 132012, China;2.Xinjiang Electric Power Company,Urumqi 830002,China;3.Guizhou Dafang power generating Co'Ltd,Dafang 551600,China);Transmission network planning based on artificial fish school algorithm[J];Advanced Technology of Electrical Engineering and Energy;2008-02
5 LIU Yao-nian~1,YANG De-you~1,PANG Song-ling~2,LIU Dai~3(1.Dept.of Elec.Eng.,Northeast Dianli University,Jilin 132012,China;2.Hainan Power Grid,Haikou 570203,China;3.Haikou Elec.Power Supply Bureau,Haikou 570001,China);Power system short-term load forecasting based on empirical mode decomposition and dynamic neural network[J];Advanced Technology of Electrical Engineering and Energy;2008-03
6 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);Power Load Forecasting Based on Particle Swarm Optimization Grey Model[J];Journal of Northeast Dianli University(Natural Science Edition);2009-02
7 Gao Yufang1,Zhang Zhanyu2 (1.Department of Applied Meteorology,Nanjing University of Information Science & Technology,Nanjing 210044,China;2.Department of Modern Agricultural Engineering,Hohai University,Nanjing 210098,China);Chaotic artificial fish-swarm algorithm and its application in water use optimization in irrigated areas[J];Transactions of the Chinese Society of Agricultural Engineering;2007-06
China Proceedings of conference Full-text Database 1 Hits
1 Xin Peng~ Xin Lei~1 Cai Guo-wei~1 Li Xiao-qi~2 (1 Dept.of Electrical Engineering,Northeast Dianli University,Jilin City Jilin Province China 2 Jamusi Power Supply Company,Jamusi 154100,Heilongjiang Province China);A NEW POWER SYSTEM SHORT-TERM LOAD FORECASTING METHOD BASED ON EMPIRICAL MODE DECOMP AND SUPPORT VECORT MACHINE[A];[C];2007
【Citations】
Chinese Journal Full-text Database 7 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 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
4 TANG Jian-dong, XIONG Xin-yin, WU Yao-wu, JIANG Xiu-jie(School of Electric Power, Huazhong University of Science and Technology, Wuhan 430074, China);Reactive power optimization of power system based on artificial fish-swarm algorithm[J];Relay;2004-19
5 LI Xiao-lei 1, XUE Yun-can 2, LU Fei 1, TIAN Guo-hui 1 (1. School of Control Sci. and Eng., Shandong Univ., Jinan 250061, China; 2. School of Comp. and Inform. Engi., Hehai Univ., Changzhou 213022, China);Parameter estimation method based-on artificial fish school algorithm[J];Journal of Shandong University (Engineering Science);2004-03
6 LI Xiao\|lei, SHAO Zhi\|jiang, QIAN Ji\|xin (Institute of Systems Engineering, Zhejiang University, Hangzhou 310027, China);An Optimizing Method Based on Autonomous Animats: Fish-swarm Algorithm[J];Systems Engineering-theory & Practice;2002-11
7 Wang Feng; Yu Erkeng(Electric Power Research Institute China, Beijing, 100085 China)Yan Chengshan; Li Xiaobin Liu; Jun Liu Yongqi(North China Power Dispatching Bureau, Baijing,100053 China);STUDY OF SHORT-TERM LOAD FORECASTING BASED ON INFLUENCING FACTORS[J];Proceedings of the Csee;1999-08
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIA De-xiang1,HAN Jing2(1.State Power Economic Research Institute,Beijing 100761,China;2.Maanshan Power Supply Company,Maanshan 243000,China;);Ultra-short Term Load Forecasting Based on Modified BP Network[J];Journal of Anhui Electrical Engineering Professional Technique College;2008-03
2 LIU Fan1,2),XIE Lun1),LI Bingjie3),WANG Zhiliang1),ZHENG Xuefeng1)1) School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China2) Xian Satellite Control Center,Xian 710043,China3) No.1 Institute of Domestic Affairs,Beijing 101601,China;Multi-sense swarm intelligence algorithm and its application in feed-forward neural networks training[J];Journal of University of Science and Technology Beijing;2008-09
3 LIU Zheng-liang,SU Hong-sheng(Lanzhou Jiaotong University,School of Automation,Langzhou 730070,China);Fault Diagnosis for Steam Turbine Vibration Based on Artificial Fish-swarm Algorithm of Neural Network[J];Journal of Chongqing Institute of Technology(Natural Science);2009-06
4 FAN Yu-jun1,WANG Dong-dong2,SUN Ming-ming3(1.Dept.of Basic Science,Dezhou Vocational and Technical College,Dezhou Shandong 253000;2.Dept.of Undergraduate Course,Qingdao Binhai University,Qingdao 266555;3.College of Mathematics and Computer Science,Guangxi University for Nationalities,Nanning 530006,China);Improved Artificial Fish-school Algorithm[J];Journal of Chongqing Normal University(Natural Science Edition);2007-03
5 LIU Yao-nian,LI Ying-hong,LIU Jun-feng,YAO Yu-ping(Collegeof Electric Power Engineering,Northeast Dianli University,Jilin City,Jilin Province,132012);RBF Neural Networks Based on Artificial Fish-swarm Algorithm[J];Journal of Northeast Dianli University;2006-04
6 YING Jian-lie,HUA Guo-dong,LIU Yao-nian(School of Electrical Engineering,Northeast Dianli University);Power system load forecastingbased on v-support vector regression[J];Journal of Northeast Dianli University;2007-02
7 PANG Song-ling~1,LIU Dai~2 (1.Hainan Power Grid Company,Haikou City,Hainan Province,China,570203;2.Haikou Electric Power Supply Bureau, Haikou City,Hainan Province,China,570001);Power System Short-term Load Forecasting Based on Empirical Mode Decomposition and Artificial Fish-swarm Algorithm of Neural Network[J];Journal of Northeast Dianli University(Natural Science Edition);2008-06
8 LIU Yao\|nian, WANG Zhen\|hao, ZENG Ling\|quan, LI Yue\|ling(Northeast China Institute of Electric Power Engineering, Jilin 132012, China);Short-term load forecasting method based on adaptive subsethood theory of neural network[J];Advanced Technology of Electrical Engineering and Energy;2003-04
9 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
10 GUAN Er-yong~1,SONG Ping-gang~(1,2),JIANG Yi_quan~3(1.Dept.of Elec.& Electronics Eng,East China Jiaotong University,Nanchang 330013,China;2.Dept.of Elec.& Electronics Eng.,Southwest Jiaotong University,Chengdu 610031,China;3.Jiangsu Electric Power Research Institute,Nanjing 210096,China);Dual bands study of CHB inverter with lower switching frequency[J];Advanced Technology of Electrical Engineering and Energy;2006-01
China Proceedings of conference Full-text Database 6 Hits
1 Liu Yaonian Yao Yuping Li Yinghong Liu Junfeng (Northeast China Institute of Electric Power Engineering,Jilin 132012);RBF neural networks based on artificial fish-swarm algorithm[A];[C];2005
2 Liu Yaonian~1 Wang Hao He CHanghao He Ping (Dept.of Electric Power Engineering,Northeast China Institute of Electric Power Engineering Jilin 132012);Power System Load ForecastingBased on V-Support Vector Regression[A];[C];2005
3 LI Guo-qing SUN Hao (Northeast Dianli University,Jilin 132012,Jilin province,China);Study of Available Transfer Capability Based on Improved Artificial Fish-swarm Algorithm[A];[C];2007
4 ;基于人工鱼群算法的QoS组播路由问题的求解[A];[C];2009
5 Yu Yang Kong Jie Tian Yafei (College of Information Science and Engineering, Lanzhou University, Lanzhou 730000,);IIR Digital Filter Designing Method Based on Artificial Fish Swarm Algorithm[A];[C];2005
6 SONG Zhiyu,DONG Lili Yellow River Engineering Consulting Co.,Ltd.,Zhengzhou,Henan 450003,;Chaos Artificial Fish Swarm Algorithm for Nonlinear Function Optimization[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Zhi-qiang1,2,XU Bin1,HE Yong-ling1,LIU Li-fang2,WANG Gang1(1.School of Transportation Science and Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China;2.Beijing Special Vehicle Institute,Beijing 100072,China);Engine Performance Evaluation Based on Analytic Hierarchy Process[J];Acta Armamentarii;2008-05
2 Xu Jun Department of Applied Mathematics,Beijing Institute of Technology,Beijing 100081;Further Discussion of Bifurcational Problems in Nonlinear Parametric Programming[J];Journal of Beijing Institute of Technology;1997-02
3 ZHAO Yan-chang, XIE Fan, SONG Jun-de (Electronic Engineering School, Beijing University of Posts and Telecommunications, Beijing 100876, China);DILC: A Clustering Algorithm Based on Density-isoline[J];Journal of Beijing University of Posts and Telecommunications;2002-02
4 ZHENG Yan~(1, 2),HUANG Rong-huai~2,ZHAN Xiao-su~3,ZHOU Chun-guang~4 (1.School of Computer Science and Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China; 2.School of Information Science, Beijing Normal University, Beijing 100875, China; 3.School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China; 4.School of Computer Science and Technology, Jilin University, Changchun 130023, China);Dynamic Fuzzy Clustering Method Based on Genetic Algorithm[J];Journal of Beijing University of Posts and Telecommunications;2005-01
5 XIONG Hong-bin,YE Xiang-qi(Institute of Mathematics and Informatics,Jiangxi Normal University,Nanchang 330027,China);Study on Optimal Solutions to a New Parametric Linear Programming[J];Journal of Jiangxi Normal University(Natural Sciences Edition);2006-04
6 QI Hui,ZHOU Shumin,XIONG Ying(School of Sciences,Wuhan University of Technology, Wuhan 430070,China);A Particle Swarm Optimization with Step-accelerating Mutation Operator[J];Journal of Chengdu University(Natural Science Edition);2006-04
7 CHEN Hua-feng,TAN Jin-ying,LI Zhi(College of Science,Huazhong Agricultural University,Wuhan 430070,China);The Application of Population Migration Algorithm in the Simulation of Protein Folding[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-03
8 JIANG Jing-tong, LIU Ruo-mei, ZHOU Xu, JIA Yun-peng(National Geomatics Center of China, Beijing 100044, China) ;On the Developing and Implementation of the National Standard "Geographic Information-Metadata[J];Geomatics World;2003-05
9 WANG Juan-le, YOU Song-cai, ZHU Yun-qiang(Institute of Geographical Sciences and Natural Resources Research, CAS, Beijing 100101,China);Study on Web-Oriented Geospatial Information Service and Its R&D Based on Metadata[J];Geomatics World;2005-01
10 JIA Wenjue CHEN Yumin GONG Jianya LI Aixia (State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing,Wuhan University, 129 Louyu Road,Wuhan 430079, China);IMPLEMENTATION OF OGC MAP SERVICE BASED ON WEB SERVICE[J];Wtusm Bulletin of Science and Technology;2004-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LIU Zheng-liang,SU Hong-sheng(Lanzhou Jiaotong University,School of Automation,Langzhou 730070,China);Fault Diagnosis for Steam Turbine Vibration Based on Artificial Fish-swarm Algorithm of Neural Network[J];Journal of Chongqing Institute of Technology(Natural Science);2009-06
2 SUN Ying-yun,HE Guang-yu,MEI Sheng-wei(State Key Lab of Power Systems,Dept.of Electrical Engineering,Tsinghua University,Beijing 100084,China);A new optimal power flow algorithm based on filter interior point method[J];Advanced Technology of Electrical Engineering and Energy;2007-02
3 NIE Hong-zhan~1,LV Pan~1,QIAO Yi~1,YAO Xiu-ping~2,YAO Song~3(1.School of Electrical Engineering,Northeast Dianli University,Jilin 132012, China;2.Xinjiang Electric Power Company,Urumqi 830002,China;3.Guizhou Dafang power generating Co'Ltd,Dafang 551600,China);Transmission network planning based on artificial fish school algorithm[J];Advanced Technology of Electrical Engineering and Energy;2008-02
4 DANG Ke~1,WANG Dan-hua~1,DANG Tong~2(1.Northeast Dianli University,Jilin 132012,China;2.Chengdu Waste-to-Energy Co.,LTD,Chengdu 610108,China);A combined algorithm for reactive power optimization of distribution network[J];Advanced Technology of Electrical Engineering and Energy;2008-04
5 NIE Hong-zhan1,QIAO Yi1,L Pan1,YAO Xiu-ping2 (1.School of Electrical Engineering,Northeast Dianli University,Jilin 132012,Jilin Province,China;2.Electric Power Dispatching Centre,Xinjiang Electric Power Company,Urumqi 830002,Xinjiang Uygur Autonomous Region,China);Transmission Network Expansion Planning Based on Hybrid Artificial Fish School Algorithm[J];Power System Technology;2009-02
6 SHU Fuhua (School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan 430074, China).;Friction welding technological parameter optimization based on LSSVM and AFSA[J];Transactions of the China Welding Institution;2008-12
7 NIE Li-ming,ZHOU Yong-quan College of Mathematics and Computer Science,Guangxi University for Nationalities,Nanning 530006,China;Using artificial fish-swarm algorithm for solving two-dimensional numerical integration[J];Computer Engineering and Applications;2009-10
8 SU Jinqi1,WU Hui-xin2,XUE Hui-feng1(1. College of Automation,Northwestern Polytechnical University,Xi'an Shanxi 710072,China; 2. Dept. of Information Engineering,North China University of Water Conservancy & Electric Power,Zhengzhou Henan 450011,China);A New Clustering Method Based on Artificial Fish-Swarm Algorithm[J];Computer Simulation;2009-02
9 WANG Lin-chuan,LI Chuan-hu,LUO Xiao-hui,LIU Ping(Northeast Dianli University,Jilin 132012,China);Transmission Network Planning Based on Quantum Artificial Fish Swarm Hybrid Algorithm[J];Central China Electric Power;2009-06
10 Lu Xueyan1, Cai Feifei2 (1.2. Department of Computer Science and Electronic Information Engineering, Wuzhou University, Wuzhou 543002, China);An Improved AFSA Based on Multi-population’s Competition[J];Journal of Wuzhou University;2008-03
China Proceedings of conference Full-text Database 1 Hits
1 LI Guo-qing SUN Hao (Northeast Dianli University,Jilin 132012,Jilin province,China);Study of Available Transfer Capability Based on Improved Artificial Fish-swarm Algorithm[A];[C];2007
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 LIU Yao\|nian, WANG Zhen\|hao, ZENG Ling\|quan, LI Yue\|ling(Northeast China Institute of Electric Power Engineering, Jilin 132012, China);Short-term load forecasting method based on adaptive subsethood theory of neural network[J];Advanced Technology of Electrical Engineering and Energy;2003-04
2 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
3 WANG Hong zhang, XIONG Xin yin, WU Yao wu (Huazhong University of Science and Technology, Wuhan 430074, Hubei Province, China);POWER SYSTEM REACTIVE POWER OPTIMIZATION BASED ON MODIFIED TABU SEARCH ALGORITHM[J];Power System Technology;2002-01
4 LIN Zhao-hua, HOU Yun-he, XIONG Xin-yin, LU Li-juan(College of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China);Generalized ant colony optimization algorithm for reactive power optimization in power systems[J];Journal of North China Electric Power University;2003-02
5 LI Xiao\|lei, SHAO Zhi\|jiang, QIAN Ji\|xin (Institute of Systems Engineering, Zhejiang University, Hangzhou 310027, China);An Optimizing Method Based on Autonomous Animats: Fish-swarm Algorithm[J];Systems Engineering-theory & Practice;2002-11
6 Li Dengfeng (Department of Basics, Dliaan Naval Academy, Dalian 116018)Chen Shouyu (Department of Civil Engineering, Dalian University of Technology, Dalian 116023);Fuzzy Cross Iterated Algorithm of Multiobjective Optimization Problem and Its Convergence[J];MATHEMATICA APPLICATA;1997-03
7 Wang Feng; Yu Erkeng(Electric Power Research Institute China, Beijing, 100085 China)Yan Chengshan; Li Xiaobin Liu; Jun Liu Yongqi(North China Power Dispatching Bureau, Baijing,100053 China);STUDY OF SHORT-TERM LOAD FORECASTING BASED ON INFLUENCING FACTORS[J];Proceedings of the Csee;1999-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved