Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Northeast Agricultural University》 2008-04
Add to Favorite Get Latest Update

Research on combination forecasting method and application in electric power load forecasting

WANG Jiquan,ZHAO Yulin,MA Li(Engineering College,Northeast Agricultural University,Harbin 150030,China)  
In this paper,through the research on method of solving weight combination forecasting model,a method that used quadratic programming for weight of combination forecasting model was presented.The method not only overcame the shortage of the Lagrange multiplier method which couldn't ensure nonnegative condition of weight,but also simplified the calculating procedure of weight because quadratic programming problem could be solved by MATLAB software.The sampling calculation showed that the precision of combination forecasting model was higher than that of the single model,the error square sum of combination forecasting model was less than that of the single model,thereby,the validity of the method was proved.
【CateGory Index】: TM715
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Lin-chuan, L Dong, WU Wen-jie (Dept. of Electric Power, School of Automation and Energy Engineering, Tianjin University, Tianjin 300072, China);A LINEAR COMBINATION BASED SIMPLIFIED LOAD FORECASTING METHOD FOR POWER SYSTEM[J];Power System Technology;2002-10
2 ZHANG Fu-sheng1, LIU Fang1, ZHAO Wen-bin1, SUN Zi-an2, JIANG Guang-ying2 (1. School of Electrical Engineering, Xian Jiaotong University, Xian 710049, Shaanxi Province, China; 2. Xian HV Power Supply Bureau, Xian 710032, Shaanxi Province, China);APPLICATION OF GREY VERHULST MODEL IN MIDDLE AND LONG TERM LOAD FORECASTING[J];Power System Technology;2003-05
3 ZHU Liu-zhang,YUAN Lin (Dispatching & Communication Center,Anhui Provincial Electric Power Corp., Hefei 230061,Anhui Province,China);SHORT-TERM LOAD FORECASTING BY USE OF DECISION SUPPORT OBJECTS[J];Power System Technology;2004-06
4 Ji Peirong Zhang Yuweng Zhao qing(College of Electrical Engineering & Information Science,China Three Gorges Univ.,Yichang 443002,China);Application of Combination Forecast Method to Electric Load Forecasting for Power System[J];Journal of University of Hydraulic and Electric Engineering/yichang;2005-05
5 WANG Ming\|tao(School of Management, Xi'an Jiaotong University, Xi'an 710049);Study on Method of Calculating Optimal Approximate Solution about Weight Coefficients of Combined Forecasting Methods[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;2000-03
6 XIE Kai\|gui,\ ZHOU Jia\|qi (College of Electrical Engineering, Chongqing University, Chongqing 400044);Research of the Weight Changeable Combination Forecast Model[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;2000-07
7 Ma Yongkai (Anhui Institute of Finance and Trade, Bengbu 233041) Tang Xiaowo (Management College, UEST of China, Chengdu 610054);Research on the Problem of Optimizing Linear Combination Forecasting Model[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;1998-09
8 ZHAO Hai-qing (Dept. of Applied Mathematics, North China Electric Power University, Baoding 071003, China);The Applicaton to Power Load Forecasting of ANN Optimizition Combinatorial Predication Model[J];Operations Research and Management Science;2005-01
9 CHEN Hua-you 1,2 (1.Department of Mathematics, Anhui University, Hefei 230039, China; 2.Department of Mathematics, USTC, Hefei 230026, China);A Kind of Cooperative Games Method Determining Weights of Combination Forecasting[J];Rorecasting;2003-01
10 XIE Kai-gui, LI Chun-yan, ZHOU Jia-qi (High Voltage and Electrical Engineering New Technology Key Laboratory of Ministry of Education, Chongqing University,Chongqing 400044,China);RESEARCH OF THE COMBINATION FORECASTING MODEL FOR LOAD BASED ON ARTIFICIAL NEURAL NETWORK[J];Proceedings of the Csee;2002-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HONG Wen,ZHU Guang-bin (1?Anhui Univ., Hefei 230039,China;2?Anhui Electric Power Univ. for Staff,Hefei 230022,China);The problem of arranging courses and math model[J];Journal of Anhui Electric Power College for Staff;2002-03
2 HONG Wen 1,ZHU Guang-bin 2 (1. Anhui University, Hefei 230039,China;2. Anhui Electrical Engineering Professional Technique College, Hefei 230022, China);Minimal Spanning Tree Model by Integer Programming[J];;2004-01
3 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
4 ;Analysis on application of grid operation and dispatch decision support system[J];Anhui Electric Power;2005-02
5 CHEN Hua-you (Department of Mathematics,Anhui University,Hefei 230039,China; Graduate School of Management Science & Engineering,Nanjing University,N anjing210093,China);Research on calculating approximate optimal solution of com bination forecasting models based on forecasting effective measure[J];Journal of Anhui University(Natural Sciences);2003-03
6 CHEN Hua - you (Department of Mathematics, Anhui University,Hefei 230039,China; Graduate School of Management Science & Engineering, Nanjing University, Nanjing 210093 ,China);Entropy method and application to determine weights of combination forecasting[J];Journal of Anhui University(Natural Sciences);2003-04
7 CHEN Hua-you~(1,2),CAI Zheng-gao~1(1.School of Mathematics and Computational Science,Anhui University, Heifei 230039,China;2. School of Engineering Management Science, Nanjing University,Nanjing 210093,China);Combined forecasting model based on induced ordered weighted averaging operator and its application[J];Journal of Anhui University(Natural Sciences);2005-01
8 ZHANG Yu,SHU Jing(1.Anhui Business College of Vocational Technology,Wuhu 241000,China);The intelligent forecasting techniques in power system[J];Journal of Anhui University of Technology and Science(Natural Science);2007-04
9 Han Liyue et al(HuaNan tropical Agricultural University Huainan Danzhou 5711737);Effecf of Agricultural Information on Agriculture Economic development in Hainan province[J];Anhui Agricultural Science Bulletin;2008-07
10 WANG Xu-ran et al(College of Mechanical and Electrical Engineering,Henan Agricultural University,Zhengzhou,Henan 450002);Analysis and Forecast on the Logistics Demand of Agricultural Products[J];Journal of Anhui Agricultural Sciences;2009-13
China Proceedings of conference Full-text Database 10 Hits
1 Mao-Yu LIU Li-Ying YU;Study on A new method of combination forecasting[A];[C];2008
2 ZHANG Tie-yan,LIU Li,ZHANG Yuan,ZHANG Hua-guang Depertment of Power, Shenyang Engineering College, Shenyang 110036, China;School of Information Scence and Engineering, Northeastern University, Shenyang 110004, China.;Creating the interval load mode and preprocessing the load in distribution system[A];[C];2005
3 LI Jun-feng, DAI Wen-zhan (College of Mechanical Engineering, Donghua University. Shanghai 200051, China;Department of Automatic Control, Zhejiang Sci-tech University, Hangzhou 310018, China;College of Information and Electronic Engineering, Zhejing Gongshang University, Hangzhou 310035, China.;Research of Variable Weighted Combined Forecasting Based on Grey Correlation Degree and Neural Network[A];[C];2006
4 Chen Huayou School of Mathematics & Computation Science, Anhui University, Heifei China.230039; School of Management Engineering Science, Nanjing University, Nanjing China, 210093;Combined Forecasting Model Based on Induced Ordered Weighted Averaging Operator and Its Application to Enterprise Income Tax Forecasting[A];[C];2005
5 FENG Li, KONG Qing-yun, GUO Lin (Chongqing Electric Power Corporation, Chongqing 400014,Sichuan Province,China);An Algorithm for Short-term Electrical Load Forecasting Based on Multi-objective Particle Swarm Optimization[A];[C];2006
6 LI Ru-qi, SUN Yan, SUN Zhi-yuan (School of Electrical Engineering, Guangxi University, Nanning 530004, China);Short-term Load Forecasting Model Based on Chaotic Theory, Correlation And Neural Networks[A];[C];2006
7 WANG Ji-quan MA Li Zhao Yu-lin (Engineering College, Northeast Agricultural University, Harbin 150030, Heilongjiang Province, China);Research on Combination Forecasting Method and Application In Electric Load Forecasting[A];Chinese Society of Agricultural Engineering[C];2006
8 Gao Yang Fei Chengliang ( College of Management ,Central South University ,Changsha hunan 410083China);An Objective Combined Evaluation Based On Whole Diversity and Cooperative Games[A];[C];2008
9 Xiong Li~1,Xiaohao Xu~2,Fuqing Dai~2,Dongbin Li~1 1.College of Civil Aviation,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China 2.College of Air Traffic Management,Civil Aviation University of China,Tianjin 300300,China;A New Flight Rerouting Path Planning Algorithm and its Applications[A];[C];2009
10 ZHAO Shi,SUN Wenji,LIU Hongkun (Bengbu Tank Institute,Bengbu,China,233050);The Accuracy Reliability Analysis of Tank Gun FireBased on Monte Carlo Simulation[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LI Jian-yun~1,ZENG Ci-ling~2,XIE Pei-yuan~2(1.Changsha Planning & Design institute,Changsha 410007,Hunan Province,China; 2.Hunan Electric Power Dispatch & Communication Centre,Changsha 410007,Hunan Province,China);Long Term Load Forecasting of Changsha Based on Combined Model[J];Journal of Changsha University of Electric Power(Natural Science);2005-03
2 Wei Zhinong Wang Dan Sun Guoqiang Zheng Yuping(Hohai University Nanjing 210098 China Nanjing Automation Research Institute Nanjing 210003 China);A Novel Method of Short Time Load Probability Forecasting Based on Cascaded Neural Network[J];Transactions of China Electrotechnical Society;2005-01
3 Chen Huayou (Graduate School of Management Science & Engineering, Nanjing University Nanjing 210093);Properties of Combination Forecasting Models Based on Theil Coefficient[J];Journal of University of Electronic Science and Technology of China;2004-01
4 Zhang Guojiang1 ,Qiu Jiaju1 ,L i Jihong2 1.Zhejiang U niversity,Hangzhou310 0 2 7,China;2 .Zhejiang Electric Power Com pany,Hangzhou310 0 0 7,China;MULTI-FACTOR SHORT-TERM LOAD FORECASTING BASED ON FUZZY INFERENCE SYSTEM[J];Automation of Electric Power Systems;2002-05
5 Kang Chongqing, Xia Qing, Zhang Boming Tsinghua University, Beijing 100084, China;REVIEW OF POWER SYSTEM LOAD FORECASTING AND ITS DEVELOPMENT[J];Automation of Electric Power Systems;2004-17
6 WANG Zhi-yong, GUO Chuang-xin, CAO Yi-jia (Zhejiang University, Hangzhou 310027, China);Improved Case-based Reasoning for Short-term Load Forecasting[J];Automation of Electric Power Systems;2005-12
7 LI Jing-hua, LI Ran, GU Xue-ping, N1U Dong-xiao (Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control Under Ministry of Education, North China Electric Power University, Baoding 071003, China);Grid Model for Short-term Load Forecasting Based on MDRBR Algorithm[J];Automation of Electric Power Systems;2005-24
8 YE Bin , ZHU Cheng-zhi, GUO Chuang-xin , CAO Yi-jia Zhejiang University, Hangzhou 310027, China;Generating Fuzzy Model for Short-term Load Forecasting Using Hybrid Algorithm[J];Automation of Electric Power Systems;2006-02
9 ZHAO Yu-hong,XIAO Jin-feng,CHEN Zhong-ze(College of Electrical Engineering,Nanhua University,Hengyang 421001,China);Application of Hybrid Fuzzy Neural Network in Short-Term Load Forecasting[J];Proceedings of the CSU-EPSA;2006-02
10 LI Chun-sheng1,2,WANG Yao-nan1(1.College of Electrical Engineering and Information,Hunan University,Changsha 410082,China;2.Department of Mathematics and Computational Science,Guangdong Commercial College,Guangzhou 510320,China);Combination Model of Load Forecasting Based on Conditional Entropy[J];Proceedings of the Chinese Society of Universities for Electric Power System and Automation;2007-04
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Xie Kaigui He Bin (Department of system Engineering & Appiled Mathemtics, Chongqing University ,Chongqing 400044) Zheng Jiming (Department of Basic Courses,Chongqing University of Posts and Telecommunications,Chongqing 400065);Discussing about the Method of Model Constructing of Gray Forecasting Model[J];Journal of Chongqing University of Posts and Telecommunications;1998-03
2 Tang Xiaowo (Chengdu 610054 Dept.of Management Eng,UEST of China);STUDY OF COMBINATION FORECASTING ERROR INFORMATION MATRIX[J];Journal of University of Electronic Science and Technology of China;1992-04
3 Yang Guiyuan (Anhui Institute of Finance and Trade Bengbu 233041)Tang Xiaowo (Management College, UEST of China Chengdu 610054)Ma Yongkai (Anhul Institute of Finance and Trade Bengbu 233041);Research on Several Problems for Combined Prediction of Non-negative Weight[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1996-02
4 Ma Yongkai Yang Guiyuan (Anhui Institute of Finance and Trade Bengbu 233041) Tang Xiaowo (Management College,UEST of China Chengdu 610054);Advanced Study of Combination Forecasting Error Information Matrix[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1996-05
5 Tang Xiaowo (Management College,UEST of China Chengdu 610054) Wang Jing Cao Changxiu (Dept.of Automation,Chongqing University Chongqing 630044);A New Fuzzy Adaptive Variable Weighting Algorithm for Combination Forecasting[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1997-03
6 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
7 Wang Minling Zhang Baoming Xia Qing He Yan (Qinghua University,China,100084);THE SHORT TERMLOAD FORECASTING SOFTWARE PACKAGE IN ENERGY MANAGEMENT SYSTEM TH2100[J];PROCEEDINGS OF THE CSU-EPSA;1999-04
8 Zhang Dahai (Electrical Engineering Department, Tianjin University,Tianjin 300072) Shi Kaiquan Jiang Shifang (Electrical Engineering College,ShanDong University of Technology,Jinan 250061);COEFFICIENT MODIFICATION OF GREY LOAD PREDICTION[J];Proceedings of The Csu-epsa;2001-02
9 li Linchuan;(Tiangin University)Xia Daozhi;Yang Zhenping;(Xia jiaotong University)Wang Licheng;Deng Yonghui;Zhang Lifang;Dong bing (Yingchang Electric Transfer Department);SHORT-TERM LOAD FORECASTING USiNG ARTIFICIAL NEURAL NETWORK[J];PROCEEDINGS OF THE CSU-EPSA;1994-03
10 Xie KaiguiZhou Jiaqi Electric Power System Research Institute of Electrical Engineering College,Chongqing University Chongqing, 400044 China;RESEARCH OF SHORT\|TERM LOAD FORECASTING MODELS OF POWER SYSTEM[J];POWER SYSTEM TECHNOLOGY;1999-11
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved