含风电功率时域特性的风电功率序列建模方法

DOI: 10.13334/j.0258-8013.pcsee.2014.22.017, PP. 3715-3723

Keywords: 风电功率序列,马尔科夫链,蒙特卡罗法,持续特性,波动特性

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[1]	Chai Chompoo-inwai,Lee W J,Fuangfoo P,et al．System impact study for the interconnection of wind generation and utility system[J]．IEEE Transactions on Industry Applications,2005,41(1)：163-168．
[2]	张丽英,叶廷路,辛耀中,等．大规模风电接入电网的相关问题及措施[J]．中国电机工程学报,2010,30(25)：1-9．
[3]	Zhang Liying,Ye Tinglu,Xin Yaozhong,et.al．Problems and measures of power grid accommodating large scale wind power[J]．Proceedings of the CSEE,2010,30(25)：1-9(in Chinese)．
[4]	朱星阳,刘文霞,张建华．考虑大规模风电并网的电力系统随机潮流[J]．中国电机工程学报,2013,33(7)：77-85．
[5]	Zhu Xingyang,Liu Wenxia,Zhang Jianhua．Probabilistic load flow method considering large-scale wind power integration[J]．Proceedings of the CSEE,2013,33(7)：77-85(in Chinese)．
[6]	Nichita C,Luca D,Dakyo B,et al．Large band simulation of the wind speed for real time wind turbine simulators [J]．IEEE Transactions on Energy Conversion,2002,17(4)：523-529．
[7]	李东东,陈陈．风力发电系统动态仿真的风速模型[J]．中国电机工程学报,2005,25(21)：44-47．
[8]	Li Dongdong,Chen Chen．Wind speed model for dynamic simulation of wond power generation system [J]．Proceedings of the CSEE,2005,25(21)：44-47(in Chinese)．
[9]	Lojowska A,Kurowicka D,Papaefthymiou G,et al．Advantages of ARMA-GARCH wind speed time series modeling[C]//IEEE 11th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS)．Singapore：IEEE,2010：83-88．
[10]	Kitagawa T,Nomura T．A wavelet-based method to generate artificial wind ?uctuation data[J]．Journal of wind engineering and industrial aerodynamics,2003,91(7)：943-964．
[11]	Papaefthymiou G,Klockl B．MCMC for wind power simulation[J]．IEEE Transactions on Energy Conversion,2007,23(1)：234-240．
[12]	Chen P,Pedersen T,Bak-Jensen B,et al．ARIMA-Based time series model of stochastic wind power generation [J]．IEEE Transactions on Power System,2010,25(2)：667-676．
[13]	Chen P,Berthelsen K K,Bak-Jensen B,et al．Markov model of wind power time series using Bayesian inference of transition matrix[C]//35th Annual Conference of IEEE on Industrial Electronics．Porto：IEEE,2009：627-632．
[14]	Negra N B,Holmstrøm O,Bak-Jensen B,et al．Model of a synthetic wind speed time series generator[J]．Wind Energy,2008,11(2)：193-209．
[15]	张宁,周天睿,段长刚,等．大规模风电接入对电力系统调峰的影响[J]．电网技术,2010,34(1)：152-158．
[16]	Zhang Ning,Zhou Tianrui,Duan Changgang,et.al．Impact of large-scale wind farm connecting with power grid on peak load regulation demand[J]．Power system technology,2010,34(1)：152-158(in Chinese)．
[17]	Tong Wu,Xiaomeng Ai,Weixing Lin,Jinyu Wen．Markov Chain Monte Carlo Method for the Modeling of Wind Power Time Series[C]//Innovative Smart Grid Technologies-Asia．Tianjin：IEEE,2012：1-6．
[18]	林卫星,文劲宇,艾小猛,等．风电功率波动特性的概率分布研究[J]．中国电机工程学报,2012,32(1)：38-46．
[19]	Lin Weixing,Wen Jinyu,Ai Xiaomeng,et.al．Probability density function of wind power variations[J]．Proceedings of the CSEE,2012,32(1)：38-46(in Chinese)．
[20]	石文辉,别朝红,王锡凡．大型电力系统可靠性评估中的马尔可夫链蒙特卡洛方法[J]．中国电机工程学报,2008,28(4)：9-15．
[21]	Shi Wenhui,Bie Chaohong,Wang Xifan．Applications of markov chain monte carlo in large-scale system reliability evaluation[J]．Proceedings of the CSEE,2008,28(4)：9-15(in Chinese)．
[22]	别朝红,王锡凡．蒙特卡洛法在评估电力系统可靠性中的应用[J]．电力系统自动化,1997,21(6)：68-75．
[23]	Bie Chaohong,Wang Xifan．The application of monte carlo method to reliability evaluation of power systems [J]．Automation of Electric Power Systems,1997,21(6)：68-75(in Chinese)．
[24]	Sorensen P,Cutululis N A,Vigueras-Rodriguez A,et al．Power variations from large wind farms[J]．IEEE Transactions on Power Systems,2007,22(3)：958-965．
[25]	Kirby B,Hirst E．Generator response to intrahour load variations[J]．IEEE Transactions on Power Systems,1998,13(4)：1373-1378．
[26]	Hirst E,Kirby B．Defining intra-and interhour load swings[J]．IEEE Transactions on Power Systems,1998,13(4)：1379-1385．
[27]	魏绍凯,谢明,郑叔芳．叶型曲线的自适应分段回归[J]．中国电机工程学报,1993,13(4)：54-58．
[28]	Wei Shaokai,Xie Ming,Zheng Shufang．Adaptive segmented regression for blade profile[J]．Proceedings of the CSEE,1993,13(4)：54-58(in Chinese)．
[29]	杨明,刘先忠．矩阵论[M]．武汉：华中科技大学出版社,2003：111-115．
[30]	Yang Ming,Liu Xianzhong．Matrix theory[M]．Wuhan：Huazhong university of science and technology press,2003：111-115．22 附录A23 风电场编号情况如表A1所示。24 表A1 风电场编号

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