Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Electric Power Environmental Protection》 2008-04
Add to Favorite Get Latest Update

Study on the time-series wind speed forecasting of the wind farm based on time series

SHAO Fan,SUN Yu-he,LIANG Lan-zhen  
Using the wind speed data obtained from the Dabancheng wind farm every 10minutes where is 30meters high,the ARMA model has been established.The wind speed forcasting of the wind farm one hour in advance is realized by the time-series analysis method of Box—Jenkins through Matlab software.The research provides reference for more longer time wind speed forcasting.
【Fund】: 新疆教育基金高新技术重点项目(XJEDU2005I02)
【CateGory Index】: TM614
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 2 Hits
1 ZHANG Peng,LIU Ji-chun,L Lin,YANG Liu (Intelligent Electric Power Grid Key Laboratory of Sichuan Province,College of Electrical Engineering and Information Technology,Sichuan University,Chengdu 610065,China);The energy-saving dispatch based on the coordination between pumped storage hydro and wind energy[J];Power System Protection and Control;2011-02
2 ZHOU Pei-yi,ZHANG Xin-yan (Electrical Engineering College of Xinjiang University,Urumqi 830008,China);Study on Wind Speed Forecasting of Wind Farm Based on Time Series and Support Vector Machine[J];Shaanxi Electric Power;2009-12
Chinese Journal Full-text Database 5 Hits
1 LEI Ya-zhou1,Gordon Lightbody2 (1.ESB National Grid Co.,Dublin,Ireland;2. National University of Ireland,College Cork,Ireland);AN INTRODUCTION ON WIND POWER GRID CODE AND DYNAMIC SIMULATION[J];Power System Technology;2005-12
2 Zhang Yingchun Xiao Dongrong Zhao Yuandong (Information Engineering Department, Nanjing Institute of Meteorology 210044);A Study of Meteorological Prediction with Neural Network Based on Time Series[J];Journal of Wuhan University of Technology;2003-02
3 CHEN Shu-yong1, SHEN Hong1, ZHANG Yang2, BU Guang-quan1, YIN Yong-hua1 (1. China Electric Power Research Institute, Haidian District, Beijing 100085, China; 2. Northeast China Institute of Electric Power Engineering, Jilin 132012, Jilin Province, China);RESEARCHES ON THE COMPENSATION AND CONTROL OF REACTIVE POWER FOR WIND FARMS BASED ON GENETIC ALGORITHM[J];Proceedings of the Csee;2005-08
4 YANG Xiu-yuan 1, XIAO Yang2, CHEN Shu-yong 3 (1. Beijing Machinery Industry College, Haidian District, Beijing 100085, China; 2. Northeast China Institute of Electric Power Engineering, Jilin 132012, Jilin Province, China; 3. China Electric Power Research Institute, Haidian District, Beijing 100085, China);WIND SPEED AND GENERATED POWER FORECASTING IN WIND FARM[J];Proceedings of the Csee;2005-11
5 DAI Hui-zhu, CHEN Mo-zi, WANG Wei-sheng, WANG Xiao-rong (China Electric Power Research Institute, Beijing 100085, China);The status of wind power development and technical supports in China[J];Electric Power;2005-01
Chinese Journal Full-text Database 10 Hits
1 CAI Feng, ZENG Feng-zhang(School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China);ANN-ARMA Model for Forecasting Product Consumption Based on Non-Stationary Time Series[J];Transactions of Beijing Institute of Technology;2007-03
2 WANG Hui-qin1,2(1.Department of Mathematics,Baoji University of Arts and Sciences,Baoji 721013,Shaanxi,China;2.School of Science,Xi'an University of Science and Technology,Xi'an 710054,Shaanxi,China);Forecasting study of short-term wind speed based on SVM[J];Journal of Baoji University of Arts and Sciences(Natural Science Edition);2009-01
3 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
4 JIANG Yue-wen,CHEN Chong,WEN Bu-ying(College of Electrical Engineering and Automation of Fuzhou University,Fuzhou 350002,China);Economic dispatch based on particle swarm optimization of stochastic simulation in wind power integrated system[J];Advanced Technology of Electrical Engineering and Energy;2007-03
5 Pan Wenxia1 Fan Yongwei2 Zhu Li3 Gao Along1 (1. Hohai University Nanjing 210098 China 2. Shanghai Investigation & Design Research Institute Shanghai 200434 China 3. Henan Electric Power Survey & Design Institute Zhengzhou 450007 China);The Optimal Sizing for Pumped Storage System in Wind Farm[J];Transactions of China Electrotechnical Society;2008-03
6 Dong Lei Wang Lijie Gao Shuang Liao Xiaozhong ( Beijing Institute of Technology Beijing 100081 China);Modeling and Analysis of Prediction of Wind Power Generation in the Large Wind Farm Based on Chaotic Time Series[J];Transactions of China Electrotechnical Society;2008-12
7 Jiang Yuewen Chen Chong Wen Buying (Fuzhou University Fuzhou 350002 China);Particle Swarm Research of Stochastic Simulation for Unit Commitmen in Wind Farms Integrated Power System[J];Transactions of China Electrotechnical Society;2009-06
8 Zhang Zhaoyan Deng Guanyu Wang Xingwu Zhang Songtao (Baoding SinoSimu Technology Corporation.,Ltd,Baoding 071051,China);Analysis on Control of Active and Reactive Power of Variable-speed Constantfrequency Wind Turbines Based on STAR-90 Simulation System[J];Electric Power Science and Engineering;2008-08
9 CHANG Yong1, XU Zheng1, ZHENG Yuping2 (1. Zhejiang University, Hangzhou 310027, China; 2. Nanjing Automatic Research Institute, Nanjing 210003, China);A Comparison of the Integration Types of Large Wind Farm[J];Automation of Electric Power Systems;2007-14
10 CHEN Ning, YU Jilai(Harbin Institute of Technology, Harbin 150001, China);An Active Load Allocation Method to Wind Power Generation in Distribution Networks[J];Automation of Electric Power Systems;2008-04
China Proceedings of conference Full-text Database 10 Hits
1 Zhang Zhao-yan Li Chang-qing Wang Xing-wu Deng Guan-yu Dong Qing (Baoding SinoSimu Technology Corporation Lid,Baoding,Hebei,071051);Analysis on the Control of Active and Reactive Power of a Variable-speed Constant-frequency Wind-Power Generation System[A];[C];2008
2 Zhu mingjia (Northeast Electric Power University,Jilin Province JiLin cith 132012);Model building and simulation for wind-turbine generator[A];[C];2007
3 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
4 LANG Binbin~1 YE Jing~1 CUI Yang~1 (1 Magique Power System Research Group of Northeast Dianli University,Jilin 132012);THE INVESTIGATION OF OBTAINING WIND POWER GENERATOR'S Vw-Pe CHARACTERISTIC CURVE BASED ON FIELD MEASURED DATA[A];[C];2007
5 Shao fan,Sun Yu-he,Liang Lan-zhen (1.College of Electrical Engineering,Xinjiang University,Urumqi 830008 China) (2.College of Automation,Beijing Union University,Beijing 100101 China);Study on the time-series wind speed forecasting of the wind farm based on time series[A];[C];2008
6 LAN Li-jun, WANG Pei-hong,LU Lu,QIAN Jin (Department of Power Engineering, Southeast University, Nanjing 210096,China);Research on Wind Power Generation and Its Pivotal Technique[A];[C];2005
7 Yanni Liu~1,Wei Wang~1,Lijie Xu~1,Pinghao Ni~1,Lin Wang~2 1 School of Electrical Engineering,Beijing Jiaotong University,Beijing,100044,China 2 Jilin Power Supply Company,Jilin,132001,China;Research on Power Flow Algorithm for Power System Including Wind Farm[A];[C];2008
8 YANG Chuangye,YU Junqi,MA Yuan,WANG Lei (Xi'an University of Architecture and Technology,Xi'an Shannxi China 710055);Study on Wireless Sensing Technology of the Monitoring Systerm in Renewable Energy[A];[C];2010
9 YANG Xiaoliang~(1,2),XU Jianyuan~(1,2),Lin Xin~(1,2) (1.Shenyang University of technology 2.The Key Laboratory of Liaoning Province for Gird disaster prediction and monitoring of power equipment failures,Shenyang,110870);Application of Forecast Model of Principal Component BP neural network in Wind Farm Output[A];[C];2010
10 Wang Xiao-lan Electrical Engineering and Information Engineering Lanzhou University of Technology Lanzhou,China Lu Kun Electrical Engineering and Information Engineering Lanzhou University of Technology Lanzhou,China;Wind Speed Forecasting of Wind Farm Base on Confidence Interval Test[A];[C];2010
Chinese Journal Full-text Database 10 Hits
1 WU Meng~1 XU Quan-zhi~2 (1.Department of Economic Mathematics,South Western University of Finance and Economics Chengdu 610074;2.School of Applied Mathematics,Univ.of Electron.Sci.& Tech.of China Chengdu 610054);Application of Support Vector Machines in Financial Time Series Forecasting[J];Journal of University of Electronic Science and Technology of China;2007-S1
2 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
3 YANG Junhua1,2,WUJie1(1. Automation College, Guandong Univ. of Industry, Guangzhou 510902, China; 2. Electric Power College, South China Univ. of Technology, Guangzhou 510641, China);Application of Nonlinear Control Techniques in Wind Energy Conversion System: Variable Structure Control and H_∞ Robust Control[J];Power Engineering;2003-06
4 ZHANG Lin1,2,LIU Xian-shan3,YIN He-jun1 (1.Institute of Electronics,ChineseAcademy of Sciences,Haidian District,Beijing 100080,China;2.Graduate School of the Chinese Academy of Science,Haidian District,Beijing 100080,China;3.State Key Laboratory of Hydropower Engineering Science,Wuhan University,Wuhan 430072,Hubei Province,China);APPLICATION OF SUPPORT VECTOR MACHINES BASED ON TIME SEQUENCE IN POWER SYSTEM LOAD FORECASTING[J];Power System Technology;2004-19
5 PAN Di-fu1,LIU Hui1,LI Yan-fei2 (1.School of Traffic & Transportation Engineering,Central South University,Changsha 410075,Hunan Province,China; 2.Key Laboratory of Traffic Safety on the Track (Central South University),Ministry of Education, Changsha 410075,Hunan Province,China);A Wind Speed Forecasting Optimization Model for Wind Farms Based on Time Series Analysis and Kalman Filter Algorithm[J];Power System Technology;2008-07
6 DU Ying1,LU Ji-ping1,LI Qing2,DENG Ying-ling3 (1.State Key Laboratory of Power Transmission Equipment & System Security and New Technology (Chongqing University),Shapingba District,Chongqing 400044,China;2.Gansu Clean Source of Wind Power Co., Ltd., Lanzhou 730050,Gansu Province,China;3.China CIVIL Zhanjiang Air Traffic Management Station, Zhanjiang 524017,Guangdong Province,China);Short-Term Wind Speed Forecasting of Wind Farm Based on Least Square-Support Vector Machine[J];Power System Technology;2008-15
7 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
8 XU Zhiyuan,LUO Xianjue,NIU Tao (Xi’an Jiaotong University,Xi’an 710049,China);Thermal Unit Commitment Scheme Considering Electricity Market and Energy-saving Dispatch[J];Automation of Electric Power Systems;2009-22
9 WANG Dong-feng,JIA Zeng-zhou,SUN Jian,XU Da-ping (School of Control Science and Engineering,North China Electric Power University,Baoding 071003,China);Sliding model control and its application to adjustable-pitch wind power system[J];Journal of North China Electric Power University(Natural Science Edition);2008-01
10 ZHANG Ying, GAO Zhong-wen(Computer & Control College, Harbin Univ. Sci. Tech., Harbin 150080, China);The Load Forecasting of Electric Energy Based on Time Sequence and Neural Network[J];Journal of Harbin University of Science and Technology;2003-01
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 SHI Zhi-yong1,ZHOU Jian2,ZHANG Wei2,HAI Xiao-tao2 (1.Beijing Power Supply Company,Beijing 102100,China; 2.China Electric Power Research Institute,Beijing 100192,China);Probe into the Influence of Two Types of Wind Turbine on Three-phase Symmetrical Short-circuit Current[J];Shaanxi Electric Power;2010-10
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LEI Ya-zhou, WANG Wei-sheng, YIN Yong-hua, DAI Hui-zhu (China Electric Power Research Institute, Beijing 100085, China);ANALYSYS OF WIND POWER VALUE TO POWER SYSTEM OPERATION[J];Power System Technology;2002-05
2 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
3 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
4 ZHANG Yong-jun1, REN Zhen1, ZHONG Hong-mei1, HUANG Ze-bo2, LI Bang-feng2 (1.South China University of Technology, Guangzhou 510640, Guangdong Province, China; 2.Hainan Electric Power Dispatching Centre, Haikou 570203, Hainan Province, China);AN IMPROVED GENETIC ALGORITHM WITH NEIGHBORHOOD SEARCH FOR REAL TIME OPTIMAL REACTIVE POWER DISPATCH[J];Power System Technology;2003-01
5 YANG Xiu-yuan1, 2, LIANG Gui-shu2 (1. Beijing Machinery Industry College, Beijing 100085, China; 2. North China Electric Power University, Baoding 071003, Hebei Province, China);DEVELOPMENT OF WIND POWER GENERATION AND ITS MARKET PROSPECT[J];Power System Technology;2003-07
6 WANG Zhi-hua1, YIN Xiang-gen1, LI Guang-xi2 (1. School of Electric Power, Huazhong University of Science and Technology, Wuhan 430074, Hubei Province, China; 2. School of Electrical Engineering, Wuhan University, Wuhan 430072, Hubei Province, China);APPLICATION OF PSEUDO-PARALLEL GENETIC ALGORITHM IN REACTIVE POWER OPTIMIZATION[J];Power System Technology;2003-08
7 LI Jing1,WANG Wei-sheng2,SONG Jia-hua3 (1.North China Electric Power University,Baoding 071000,Hebei Province,China;2.China Electric Power Research Institute,Beijing 100085,China;3.Northeast Institute of Electric Power,Jilin 132012,Jilin Province,China);MODELING AND DYNAMIC SIMULATION OF VARIABLE SPEED WIND TURBINE[J];Power System Technology;2003-09
8 SHEN Hong, WANG Wei-sheng, DAI Hui-zhu (China Electric Power Research Institute, Beijing 100085, China);REACTIVE POWER LIMIT OF VARIABLESPEED CONSTANTFREQUENCY WIND TURBINE[J];Power System Technology;2003-11
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 TANG Hong,WU Jun-ling,ZHOU Shuang-xi (Department of Electrical Engineering,Tsinghua University,Beijing 100084,China);MODELING AND SIMULATION FOR SMALL SIGNAL STABILITY ANALYSIS OF POWER SYSTEM CONTAINING WIND FARM[J];Power System Technology;2004-01
China Proceedings of conference Full-text Database 1 Hits
1 WANG Wei-sheng, SHEN Hong (China Electric Power Research Institute, Beijing 100085, China);The method of treating wind farm node in load flow calculation in power systems[A];[C];2001
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved