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《Electric Power Construction》 2013-07
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Analysis and Evaluation Method of Wind Power Predicted-Error

MENG Yanfeng1,2, HU Shuju1,2, DENG Ya1,2, XU Honghua 1,2 (1. Institute of Electrical Engineering, Chinese Academy of Sciences, Beijing 100190, China; 2. Key Laboratory of Wind Energy Utilization, Chinese Academy of Sciences, Beijing 100190, China)  
Wind power prediction is significantly important to the safe and economic operation of power system with large-scale wind power. The effect of the characteristic of wind speed and wind power, the algorithm and input variables of prediction model on power prediction error was analyzed. Taking the measured data in a wind farm as an example, the error evaluation indices were used to evaluate the predictive results, and the method of model modification to gradually reduce the prediction error of wind power has been proposed. Then, the flow chart of prediction error modification was presented. The method can improve the prediction accuracy of wind power, and make the wind power prediction system better for the practical production.
【Fund】: 国家科技支撑计划课题资助项目(2011BAA07B06)
【CateGory Index】: TM614
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Chinese Journal Full-text Database 9 Hits
1 SHENG Dakai,QIU Weidong,QI Lizhong(State Power Economic Research Institute,Beijing 100052,China);Effective Ways to Implement Five Changes for Developing Wind Power[J];Electric Power Construction;2011-11
2 LI Zhi~1,HAN Xueshan~1,HAN Li~2,KANG Kai~3(1.Shandong University,Jinan 250061,China;2.China International Engineering Consulting Corporation,Beijing 100044,China;3.Yantai Power Supply Company,Yantai 264001,China);An Ultra-short-term Wind Power Forecasting Method in Regional Grids[J];Automation of Electric Power Systems;2010-07
3 FAN Gao-feng,WANG Wei-sheng,LIU Chun(China Electric Power Research Institute,Haidian District,Beijing 100192,China);Artificial Neural Network Based Wind Power Short Term Prediction System[J];Power System Technology;2008-22
4 QI Shuang-bin,WANG Wei-qing,ZHANG Xin-yan(College of Electrical Engineering,Xinjiang University,Urumqi 830008,China);Model building for wind speed and wind power prediction based on SVM[J];Renewable Energy Resources;2010-04
5 FAN Gao-feng,ZHAO Hai-xiang,DAI Hui-zhu (China Electric Power Research Institute,Beijing 100085,China);The Impact and Countermeasure of Large Scale Wind Power on Power System[J];Power System and Clean Energy;2008-07
6 YANG Gui-xing 1 , CHANG Xi-qiang 2 ,WANG Wei-qing 1 , YAO Xiu-ping 2 ( 1.College of Electrical Engineering, Xinjiang University, Urumqi 830008, Xinjiang Uygur Autonomous Region, China; 2 Xinjiang Electric Power Dispatching and Communication Center, Urumqi 830002, Xinjiang Uygur Autonomous Region, China );Discussions on Prediction Accuracy of Wind Power Forecasting System[J];Power System and Clean Energy;2011-01
7 CHEN Shu yong, DAI Hui zhu, BAI Xiao min, ZHOU Xiao xin (Electric Power Research Institute China, Beijing 100085,China);RELIABILITY MODEL OF WIND POWER PLANTS AND ITS APPLICATION[J];Proceedings of the Csee;2000-03
8 WANG Li-jie1, DONG Lei1, LIAO Xiao-zhong1, GAO Yang2 (1. School of Automation, Beijing Institute of Technology, Haidian District, Beijing 100081, China; 2. Department of Electrical Engineering, Shenyang Institute of Engineering, Shenyang 110136, Liaoning Province, China);Short-term Power Prediction of a Wind Farm Based on Wavelet Analysis[J];Proceedings of the CSEE;2009-28
9 ZHOU Songlin,MAO Meiqin,SU Jianhui(Research Center for Photovoltaic System Engineering Ministry of Education,Hefei University of Technology, Hefei 230009,Anhui Province,China);Short-term Forecasting of Wind Power and Non-parametric Confidence Interval Estimation[J];Proceedings of the CSEE;2011-25
Chinese Journal Full-text Database 10 Hits
1 XING Zhou1,LI Xue-ming2,CHEN Zhen-huan1,CHEN Yong-hua2,WANG Fu-jun1,ZHAO Jie2(1.Gansu Electric Power Dispatching and Communication Center,Lanzhou 730050,China;2.State Grid Electric Power Research Institute,Nanjing 210003,China);Design of active power intelligent control system for large clusters of wind power[J];Journal of Electric Power Science and Technology;2011-01
2 BAI Hong-bin~1,WANG Rui-hong~2,WANG Zhen~3,CHI Yong-ning~3 (1.Tianjin Jinneng Wind Power Co.,Ltd,Tianjin 300221;2.Tianjin Chengxi Power Supply Co.,Tianjin 300190;3.China Electric Power Research Institute,Beijing 100192);Analysis Method of Power Quality with the Integration of Wind Power and Case Study[J];Journal of Northeast Dianli University(Natural Science Edition);2008-06
3 YAN Gan-gui,LI Hong-bo,MU Gang,CUI Yang,LIU Yu (Electrical Engineering College,Northeast Dianli University,Jilin Jilin 132012);Equivalent model of wind farm By Using the Equivalent Wind Speed[J];Journal of Northeast Dianli University;2011-03
4 WANG Jian~(1,2),YAN Gan-gui~1,SONG Wei~1,MU Gang~1 (1.Electrical Engineering College,Northeast Dianli University,Jilin Jilin 132012;2.School of Electrical and Electronic Engineering, North China Electric Power University,Beijing 102206);Review of Wind Power Prediction[J];Journal of Northeast Dianli University;2011-03
5 Wu Yichun Ding Ming Li Shenghu (Hefei University of Technology Hefei 230009 China);Reliability Assessment of Wind Farms in Generation and Transmission Systems[J];Transactions of China Electrotechnical Society;2004-11
6 Wang Qin Zhang Jie Ruan Xinbo Jin Ke(Nanjing University of Aeronautics and Astronautics Nanjing 210016 China);A New Double-Input Flyback DC/DC Converter[J];Transactions of China Electrotechnical Society;2011-02
7 Luo Wen Wang Lina (Beijing University of Aeronautics and Astronautics Beijing 100191 China);Short-Term Wind Speed Forecasting for Wind Farm[J];Transactions of China Electrotechnical Society;2011-07
8 LIU Sheng-wen 1,BAO Guang-qing 1,FAN Shao-wei 1,LIU Jun 2,LI Zheng-yuan 2(1.College of Electrical and Information Engineering,Lanzhou University of Technology,Lanzhou 730050,China;2.Gansu Electronic Power Research Institute,Lanzhou 730050,China);A Low Voltage Ride-through Control Strategy of Permanent Magnet Direct-driven Wind Turbine With a Back-to-Back PWM Converter[J];Large Electric Machine and Hydraulic Turbine;2011-04
9 ZHANG Lin,QIU Weidong (State Power Economic Research Institute,Beijing 100052,China);Consideration of Large-scale Wind Farm Disconnection from Grid[J];Electric Power Construction;2012-03
10 YANG Qi,ZHANG Jianhua,LIU Zifa,XIA Shu,LI Weiguo(Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control of Ministry of Education,North China Electric Power University,Beijing 102206,China);Multi-objective Optimization of Hybrid PV/Wind Power Supply System[J];Automation of Electric Power Systems;2009-17
China Proceedings of conference Full-text Database 5 Hits
1 ;含风电场电力系统潮流计算[A];[C];2005
2 Zhumingjia Cuiyang Liping (College Of Electrical Engineering,Northeast Electric Power University,Ji Lin 132012,China);Base on Probabilistic Distribution Parameters Of Wind Speed In Wind Farms[A];[C];2007
3 DONG Ze,JI Guo-rui,WANG Dong-feng,HAN Pu,XU Da-ping School of Control Science and Engineering,North China Electric Power University,Baoding,Hebei 071003,China;Wind speed forecasting error compensation based on confidence machine in wind farm[A];[C];2008
4 DONG Ze,JI Guo-rui,WANG Dong-feng,HAN Pu,XU Da-ping School of Control Science and Engineering,North China Electric Power University,Baoding,Hebei 071003,China;Wind speed tolerance intervals prediction based on inductive confidence machine in wind farm[A];[C];2008
5 Lei FENG 1,Hong HUANG 2,Xiukun ZHANG 1,Xin ZHANG 1 1 School of Electrical and Information,Changchun Institute of Technology,Jilin,Changchun,China,130012 2 Logistics Services Center,Jilin Province Electric Power Limited Company,Jilin,Changchun,China,130021;Wind Power Forecasting Simulation Based on the AR Model[A];[C];2012
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Zhi-jun(School of Electrical Engineering and Automation,Hefei University of Technology,Hefei 230009,China);Modeling and Simulation of Combined Wind Speed Based on Matlab[J];Journal of Anhui Electrical Engineering Professional Technique College;2008-03
2 WANG Ning-bo,MA Yan-Hong,XIA Yi(Gansu Electric Power Corporation Wind Power Technology Center,Lanzhou 730070,China);Enormous Challenges for Gansu Jiuquan 10 GW Wind Power Base[J];Electric Power Construction;2010-01
3 Lei Yazhou (University College Cork, National University of Ireland, Ireland);STUDIES ON WIND FARM INTEGRATION INTO POWER SYSTEM[J];Automation of Electric Power Systems;2003-08
4 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
5 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
6 YANG Wenjia , KANG Chongqing , XIA Qing , LIU Runsheng, TANG Taonan, WANG Peng, ZHANG Li (State Key Lab of Power Systems, Dept of Electrical Engineering, Tsinghua University, Beijing 100084, China) (Beijing Electric Power Corporation, Beijing 100031, China);Short Term Probabilistic Load Forecasting Based on Statistics of Probability Distribution of Forecasting Errors[J];Automation of Electric Power Systems;2006-19
7 CHI Yongning~1, GUAN Hongliang~ 1,2 , WANG Weisheng~1, DAI Huizhu~1 (1. China Electric Power Research Institute, Beijing 100085, China) (2. North China Electric Power University, Beijing 102206, China);Enhancement of Transient Voltage Stability of Induction Generator Based Wind Farm by SVC and Pitch Control[J];Automation of Electric Power Systems;2007-03
8 MA Yanhong1,WANG Ningbo1,LIU Fuchao1,LIU Guangtu1,WANG Jiao2(1.Gansu Electric Power Corporation Wind Power Technology Center,Lanzhou 730070,China;2.Gansu Electric Power Information and Communication Center,Lanzhou 730050,China);A Wind Power Forecast System for Jiuquan Wind Power Base in Gansu Province[J];Automation of Electric Power Systems;2009-16
9 ZHANG Guoqiang,ZHANG Boming(State Key Lab of Power Systems,Department of Electrical Engineering,Tsinghua University,Beijing 100084,China);Wind Speed and Wind Turbine Output Forecast Based on Combination Method[J];Automation of Electric Power Systems;2009-18
10 DING Ming,ZHANG Li - jun,WU Yi - chun(Hefei University of Technology,Hefei 230009,China);Wind speed forecast model for wind farms based on time series analysis[J];Electric Power Automation Equipment;2005-08
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