Ferreira C,Gama J,Matias L,et al.A survey on wind power ramp forecasting[R].Argonne National Laboratory (ANL),2011.
[2]
冯双磊,王伟胜,刘纯,等.风电场功率预测物理方法研究[J].中国电机工程学报,2010,30(2):1-6.Feng Shuanglei,Wang Weisheng,Liu Chun,et al.Study on the physical approach to wind power prediction[J].Proceedings of the CSEE,2010,30(2):1-6(in Chinese).
[3]
潘迪夫,刘辉,李燕飞.风电场风速短期多步预测改进算法[J].中国电机工程学报,2008,28(26):87-91.Pan Difu,Liu Hui,Li Yanfei.Optimization algorithm of short-term multi-step wind speed forecast[J].Proceedings of the CSEE,2008,28(26):87-91(in Chinese).
[4]
孙国强,卫志农,翟玮星.基于RVM与ARMA误差校正的短期风速预测[J].电工技术学报,2012,27(8):187-193.Sun Guoqiang,Wei Zhinong,Zhai Weixing.Short term wind speed forecasting based on RVM and ARMA error correcting[J].Transactions of China Electrotechnical Society,2012,27(8):187-193(in Chinese).
[5]
郭创新,王扬,沈勇,等.风电场短期风速的多变量局域预测法[J].中国电机工程学报,2012,32(1):24-31.Guo Chuangxin,Wang Yang,Shen Yong,et al.Multivariate local prediction method for short-term wind speed of wind farm[J].Proceedings of the CSEE,2012,32(1):24-31(in Chinese).
[6]
孙斌,姚海涛,刘婷.基于高斯过程回归的短期风速预测[J].中国电机工程学报,2012,32(29):104-109.Sun Bin,Yao Haitao,Liu Ting.Short-term wind speed forecasting based on Gaussian process regression model[J].Proceedings of the CSEE,2012,32(29):104-109(in Chinese).
[7]
范高锋,王伟胜,刘纯,等 基于人工神经网络的风电功率预测[J].中国电机工程学报,2008,28(34):118-123.Fan Gaofeng,Wang Weisheng,Liu Chun,et al.Wind power prediction based on artificial neural network[J].Proceedings of the CSEE,2008,28(34):118-123(in Chinese).
[8]
Focken U,Lange M.Final report-wind power forecasting pilot project in Alberta,Canada[J].Energy and Meteo Systems,Oldenburg,2008,21.
[9]
Kamath C.Understanding wind ramp events through analysis of historical data[C]//Transmission and Distribution Conference and Exposition.New Orleans,LA,USA,2010:1-6.
[10]
Kamath C.Associating weather conditions with ramp events in wind power generation[C]//Power Systems Conference and Exposition (PSCE) ,2011:1-8.
[11]
Zareipour H,Huang D,Rosehart W.Wind power ramp events classification and forecasting:A data mining approach[C]//Power and Energy Society General Meeting.San Diego,CA,2011:1-3.
[12]
戚永志,刘玉田.基于竞争博弈的风电爬坡协同控制策略[J].中国电机工程学报,2014,34(25):4341-4349.Qi Yongzhi,Liu Yutian.Ramping coordination control of wind generation based on competitive game theory[J].Proceedings of the CSEE,2014,34(25):4341-4349(in Chinese).
[13]
Yang L,Tian F,Hu H.Proper forecast window in ensemble streamflow prediction(ESP)approach[C]//AGU Fall Meeting Abstracts.2011,1:1496.
[14]
Sevlian,Raffi,Ram Rajagopal.Detection and statistics of wind power ramps[J].Power Systems,IEEE Transactions on,2013,28(4):3610-3620.
[15]
陶佳,张弘,朱国荣,等.基于优化相空间重构技术的风电场发电功率预测研究[J].中国电机工程学报,2011,31(28):9-14.Tao Jia,Zhang Hong,Zhu Guorong,et al.Wind power prediction based on technology of advanced phase space reconstruction[J].Proceedings of the CSEE,2011,31(28):9-14(in Chinese).
[16]
Chen C,Liaw A,Breiman L.Using random forest to learn imbalanced data[J].University of California,Berkeley,2004.
[17]
张广斌,束洪春,于继来.利用广义电流模量的行波实测数据半监督聚类筛选[J].中国电机工程学报,2012,32(10):150-159.Zhang Guangbin,Shu Hongchun,Yu Jilai.Travelling wave field data contingency screening based on semi-supervised clustering using generalized current modal components[J].Proceedings of the CSEE,2012,32(10):150-159(in Chinese).
[18]
Zhang J,Florita A.,Hodge B. M.,Freedman, J..Ramp forecasting performance from improved short-term wind power forecasting[C]//ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference.Buffalo,NY,2014.
[19]
李俊峰,蔡丰波,乔黎明.2012中国风电发展报告[R].2012.Li Junfeng,Cai Fengbo,Qiao Liming.Report of Chinese wind power development in 2012[R].2012(in Chinese).
[20]
戚永志,刘玉田.风电高风险爬坡有限度控制[J].中国电机工程学报,2013,33(13):69-75.Qi Yongzhi,Liu Yutian.Finite control of high risk wind power ramping[J].Proceedings of the CSEE,2013,33(13):69-75(in Chinese).