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《Power System Technology》 2013-01
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Uncertainty Estimation of Wind Power Prediction Result Based on Wind Process Method

WANG Zheng,WANG Weisheng,LIU Chun,FENG Shuanglei(China Electric Power Research Institute,Haidian District,Beijing 100192,China)  
Taking wind farms actually operated in various areas of China as the object and the implementation of optimal uncertainty estimation of wind power prediction results as the goal,a wind process method-based approach to estimate the uncertainty of wind power prediction results is proposed and mathematical models for different wind processes are given.To effectively identify prediction errors of different characteristics,the prediction error data is divided by wind process method and power level division method.Adopting nonparametric regression method to fit probability density distribution of the error,a better fitting result is attained.The advancement of the proposed method is verified by actual wind farm data;and comparing the proposed estimation method with the estimation method based on normal distribution optimized fitting,the results show that the evaluation indices obtained by the proposed method are better than those from the latter.
【Fund】: 国家自然科学基金重点项目(60934005)~~
【CateGory Index】: TM614
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Chinese Journal Full-text Database 1 Hits
1 WANG Bo;FENG Shuanglei;LIU Chun;China Electric Power Research Institute;;Uncertainty Evaluation of Wind Power Prediction Considering Impacts of Power Curve and Predicted Wind Speed[J];Power System Technology;2014-02
Chinese Journal Full-text Database 7 Hits
1 CHI Yong-ning1,LI Qun-ying2 ,LI Yan1 ,WANG Zhen1,SHI Wen-hui1,WANG Yue-feng1(1. China Electric Power Research Institute, Beijing 100192, China;2. Jinlin Electric Power Company, Changchun 130021, China);Power System Operation and Stability Problems Caused by Integration of Large-scale Wind Power and Corresponding Solutions[J];Electrical Equipment;2008-11
2 LI Zhi~1,HAN Xueshan~1,YANG Ming~1,ZHONG Shimin~2 (1.Shandong University,Jinan 250061,China; 2.Qingdao Power Supply Company,Qingdao 256660,China);Wind Power Fluctuation Interval Analysis Based on Quantile Regression[J];Automation of Electric Power Systems;2011-03
3 XU Man,QIAO Ying,LU Zongxiang (State Key Laboratory of Power Systems,Department of Electrical Engineering,Tsinghua University,Beijing 100084,China);A Comprehensive Error Evaluation Method for Short-term Wind Power Prediction[J];Automation of Electric Power Systems;2011-12
4 CHI Yong-ning1,LIU Yan-hua2,WANG Wei-sheng1,CHEN Mo-zi1,DAI Hui-zhu1 (1.China Electric Power Research Institute,Haidian District,Beijing 100085,China;2.School of electrical and electronic engineering,North China Electric Power University,Changping District,Beijing 102206,China);Study on Impact of Wind Power Integration on Power System[J];Power System Technology;2007-03
5 WU Zhengqiu,WANG Tao(College of Electrical & Information Engineering,Hunan University,Changsha 410082,Hunan Province,China);Deviation Management of Wind Power Prediction and Decision-Making of Wind Power Bidding[J];Power System Technology;2011-12
6 LIU Zhi-ping SHI Lin-ying (School of Science, Huaihai Institute of Technology, Lianyungang Jiangsu 22005);The Principle of Least Square Algorithm and its Aehievement by MATLAB[J];Science and Technology of West China;2008-17
7 FAN Gao-feng, WANG Wei-sheng, LIU Chun, DAI Hui-zhu (China Electric Power Research Institute, Haidian District, Beijing 100192, China);Wind Power Prediction Based on Artificial Neural Network[J];Proceedings of the CSEE;2008-34
Chinese Journal Full-text Database 10 Hits
1 Liang Wen (Dept.of MBA Anhui University) Liu Songlin (Dept.of Electronics Engineering and Information science,Anhui University);WM Filters and the Method by-step Weighted of Image Processing[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1997-02
2 Cheng Weihu (Department of Applied Methematics, Beijing Polytechnic University, Beijing, 100022 );The Regression Method and its Application for Testing Goodness-of-Fit[J];JOURNAL OF BEIJING POLYTECHNIC UNIVERSITY;2000-02
3 YU Chun-jiang,etc.(Department of Information Technology,Suzhou Industrial Park Institute of Services Outsourcing,Suzhou 215123,China);The application of least square algorithm in soldered joint monitor system[J];Journal of Changchun Institute of Technology(Natural Sciences Edition);2010-04
4 LIU Jiang1,CHEN Xiao-lei2,JIANG Ping1(1.First Logging Co.,Daqing Drilling & Exploration Engineering Co.,Daqing,Heilongjiang 163412,China;2.School of Mathematics,Heilongjiang University,Harbin,Heilongjiang 150080,China);Sample Classification and Its Application in Formation Water Resistivity Calculation[J];Well Logging Technology;2009-03
5 Luo Yan (Dept.of Mathematics,Chongqing Training College,Chongqing,400067);Sampling the Distribution of Absolute Maximums on Samples of Symmetrical Continuous Distribution[J];JOURNAL OF CHONGQING TEACHERS COLLEGE(NATURAL SCIENCE EDITION);1998-03
6 MA Rui1,ZHOU Zhi-fei1,XU Hui-ming2,XU Xiao-dong3(1.College of Electrical and Information Engineering,Changsha University of Science & Technology,Changsha 410004,China;2.State grid information & telecommuni cation co,Ltd Beijing 100761,China;3.Power administration Qinan Gansu 741600,China);Dynamic voltage collapse index with wind speed considering[J];Journal of Electric Power Science and Technology;2009-02
7 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
8 LI Liang-min (State Key Laboratory for Manufacturing Systems Engineering,Xi'an Jiaotong University,Xi'an 710049,China);Application of Blind Source Separation Method Based Genetic Algorithm in Bearing Diagnosis[J];Bearing;2005-09
9 OUYANG Guang(Department of Mathematics, Xiangnan University, Chenzhou 423000, China);On Analysis of Estimably of Parameter for The Linear Structure EV Models[J];Journal of Chenzhou Teachers College;2004-05
10 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
Chinese Journal Full-text Database 2 Hits
1 CHI Yong-ning1,LIU Yan-hua2,WANG Wei-sheng1,CHEN Mo-zi1,DAI Hui-zhu1 (1.China Electric Power Research Institute,Haidian District,Beijing 100085,China;2.School of electrical and electronic engineering,North China Electric Power University,Changping District,Beijing 102206,China);Study on Impact of Wind Power Integration on Power System[J];Power System Technology;2007-03
2 YAO Li-zhong1 LI Tai-fu2 YI Jun2 SU Ying-ying2 HU Wen-jin2 XIAO Da-zhi 2(School of Electronic Engineering,Xi’an Shiyou University,Xi’an 710065,China)1(School of Electrical and Information Engineering,Chongqing University of Science and Technology,Chongqing 401331,China)2;Visualize Black-box of NN Model and its Application in Dimensionality Reduction[J];Computer Science;2012-09
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 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
2 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
3 JING Tianjun,RUAN Rui,YANG Minghao(China Agricultural University,Beijing 100083,China);Wind Power Forecast Based on Equivalent Average Wind Speed[J];Automation of Electric Power Systems;2009-24
4 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
5 WANG Caixia,LU Zongxiang,QIAO Ying,MIN Yong,ZHOU Shuangxi(State Key Lab of Power Systems,Department of Electrical Engineering,Tsinghua University,Beijing 100084,China);Short-term Wind Power Forecast Based on Non-parametric Regression Model[J];Automation of Electric Power Systems;2010-16
6 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
7 LEI Ya-zhou, WANG Wei-sheng, YIN Yong-hua, DAI Hui-zhu (China Electric Power Research Institute, Beijing 100085, China);OPTIMAL REAL POWER FLOW IN WIND POWER INTEGRATED SYSTEM[J];Power System Technology;2002-06
8 SHEN Hong, LIANG Jun, DAI Hui-Zhu (China Electric Power Research Institute, Beijing 100085, China);CALCULATION OF WIND FARM PENETRATION BASED ON POWER SYSTEM TRANSIENT STABILITY ANALYSIS[J];Power System Technology;2002-08
9 SUN Tao1,WANG Wei-sheng1,DAI Hui-zhu1,YANG Yi-han2 (1. China Electric Power Research Institute,Beijing 100085,China;2. Department of Electric Power Engineering,North China Electric Power University,Beijing 102206,China);VOLTAGE FLUCTUATION AND FLICKER CAUSED BY WIND POWER GENERATION[J];Power System Technology;2003-12
10 WU Jun-ling1,ZHOU Shuang-xi1,SUN Jian-feng1,CHEN Shou-sun1,MENG Qing-he2 (1.Department of Electrical Engineering,Tsinghua University,Haidian District,Beijing 100084,China; 2.North China Power Engineering Co., Ltd.,Xicheng District,Beijing 100011,China);ANALYSIS ON MAXIMUM POWER INJECTION OF WIND FARM CONNECTED TO POWER SYSTEM[J];Power System Technology;2004-20
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