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电网技术  2010 

内蒙古电网区域风电功率预测系统

, PP. 157-162

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Abstract:

内蒙古电网区域风电功率预测系统采用分布式结构,由数值气象预报系统和风电功率预测系统组成风电功率预测以数值预报模式和风电功率统计预报模型为基础;数值气象预报采用MM5中尺度数值气象预报模式对风电场所在区域未来48h不同高度的风速、风向、温度、湿度、气压和降水进行滚动预测,计算网格水平分辨率为9km。基于相似模型理论,采用人工神经网络方法,建立了区域风电功率预测模型,实现了对单个风电场、特定区域内风电场群和全网风电功率的短期和超短期预测。

References

[1]  Andrew B.Simulation of short-term wind speed forecast errors using a multi-variate ARMA(1,1) time-series model[D].Stockholm,Sweden:Royal Institute of Technology,2005.
[2]  孙春顺,王耀南,李欣然.小时风速的向量自回归模型及应用[J].中国电机工程学报,2008,28(14):112-117.
[3]  Sun Chunshun,Wang Yaonan,Li Xinran.A vector autoregression model of hourly wind speed and its application in hourly wind speed forecasting[J].Proceedings of the CSEE,2008,28(14):112-117(in Chinese).
[4]  Bossanyi E A.Short-term wind prediction using kalman filters[J].Wind Engineering,1985,9(1):1-8.
[5]  国务院.中化人民共和国可再生能源法[R].北京:国务院,2006.
[6]  吴国旸,肖洋,翁莎莎.风电场短期风速预测探讨[J].吉林电力,2005(6):21-24.
[7]  Wu Guoshang,Xiao Yang,Weng Shasha.Discussion about short-term forecast of wind speed on wind farm[J].Jilin Electric Power,2005(6):21-24(in Chinese).
[8]  丁明,张立军,吴义纯.基于时间序列分析的风电场风速预测模型[J].电力自动化设备,2005,25(8):32-34.
[9]  Ding Ming,Zhang Lijun,Wu Yichun.Wind speed forecast model for wind farms based on time series analysis[J].Electric Power Automation Equipment,2005,25(8):32-34(in Chinese).
[10]  Barbara G B,Richard W K,Allan H M.Time series models to simulate and forecast wind speed and wind power[J].Journal of Climate and Applied Meteorology,1984(23):1184-1195.
[11]  Lexiadis M A,Dokopoulos P,Sahsamanoglou H,et al.Short term forecasting of wind speed and related electrical power[J].Solar Energy,1998,63(1):61-68.
[12]  王耀南,孙春顺,李欣然.用实测风速校正的短期风速仿真研究[J].中国电机工程学报,2008,28(11):94-100.
[13]  Wang Yaonan,Sun Chunshun,Li Xinran.Short-term wind speed simulation corrected with field measured wind speed[J].Proceedings of the CSEE,2008,28(11):94-100(in Chinese).
[14]  潘迪夫,刘辉,李燕飞.基于时间序列分析和卡尔曼滤波算法的风电场风速预测优化模型[J].电网技术,2008,32(7):82-86.
[15]  Pan Difu,Liu Hui,Li Yanfei.A wind speed forcasting optimization model for wind farms based on time series analysis and kalman filter algorithm[J].Power System Technology,2008,32(7):82-86(in Chinese).
[16]  杨秀媛,肖洋,陈树勇.风电场风速和发电功率预测研究[J].中国电机工程学报,2005,25(11):1-5.
[17]  Yang Xiuyuan,Xiao Yang,Chen Shuyong.Wind speed and generated power forecasting in wind farm[J].Proceedings of the CSEE,2005,25(11):1-5(in Chinese).
[18]  Kariniotakis G N, Stavrakakis G S,Nogaret E F.Wind power forecasting using advanced neural networks models[J].IEEE Trans on Energy Conversion,1996,11(4):762-767.
[19]  Sfetsos A.A comparison of various forecasting techniques applied to mean hourly wind speed time series[J].Renewable Energy,2000(21):23-35.
[20]  罗海洋,刘天琪,李兴源,等.风电场短期风速的混沌预测方法[J].电网技术,2009,33(9):67-71.
[21]  Luo Haiyang,Liu Tianqi,Li Xingyuan,et al.Chaotic forecasting method of short-term wind speed in wind farm[J].Power System Technology,2009,33(9):67-71(in Chinese).
[22]  刘纯,范高锋,王伟胜,等.风电场输出功率的组合预测模型[J].电网技术,2009,33(13):74-79.
[23]  Liu Chun,Fan Gaofeng,Wang Weisheng,et al.A combination forecasting model for wind farm output power[J].Power System Technology,2009,33(13):74-79(in Chinese).
[24]  范高锋,王伟胜,刘纯.基于人工神经网络的风电功率短期预测系统[J].电网技术,2008,32(22):82-86.
[25]  Fan Gaofeng,Wang Weisheng,Liu Chun.Artificial neural network based wind power short term prediction system[J].Power System Technology,2008,32(22):82-86(in Chinese).
[26]  马彦宏,汪宁渤,刘福潮,等.甘肃酒泉风电基地风电预测预报系统[J].电力系统自动化,2009,33(16):88-90.
[27]  Ma Yanhong,Wang Ningbo,Liu Fuchao,et al.A wind power forecast system for jiuquan wind power base in Gansu province[J].Automation of Electric Power Systems,2009,33(16):88-90(in Chinese).
[28]  国家电力调度中心.电力系统数据标记语言:E语言规范[R].北京:国家电力调度通信中心,2008.
[29]  中国气象局.MICAPS 3.0 用户手册[R].北京:中国气象局,2008.

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