Reliability Evaluation of Wind Integrated Composite Power System Based on Third-Order Polynomial ormal Transformation

被引:0
作者
Zhou, Qinyong [1 ]
He, Hailei [1 ]
Zeng, Pingliang [1 ]
Yan, Taishan [2 ]
Cheng, Haozhong [2 ]
Zhang, Libo [2 ]
机构
[1] China Elect Power Res Inst, Beijing, Peoples R China
[2] Shanghai Univ Elect Power, Dept Elect Engn, Shanghai, Peoples R China
来源
2015 5TH INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES (DRPT 2015) | 2015年
关键词
reliability evaluation; TPNT; Monte Carlo simulation; wind farm; wind speed correlation;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
To overcome the drawback that wind speed distribution is assumed in the reliability evaluation of wind farms integrated power system, the third-order polynomial normal transformation (TPNT) based non-sequential Monte Carlo simulation method, is proposed to evaluate the reliability of generation and transmission system incorporating wind farms in this paper. When historical data or distribution functions of wind speed are given, the relationship between wind speed distribution and standard normal distribution can be established with the TPNT. Then correlated wind speed samples, which are employed in the process of reliability evaluation, can be produced through TPNT and correlated normally distributed samples. The accuracy of TPNT to simulate variables and applicability of the proposed method were verified by case study. Based on that, impacts of wind farms on composite power system are studied from four aspects, including wind speed correlation, location, rate capacity and wind source intensity.
引用
收藏
页码:472 / 477
页数:6
相关论文
共 18 条
[1]  
[Anonymous], 1979, IEEE T POWER AP SYST, V98, P2047, DOI 10.1109/TPAS.1979.319398
[2]  
Cai Defu, 2013, Proceedings of the CSEE, V33, P92
[3]   Reliability models of wind farms considering wind speed correlation and WTG outage [J].
Chen, Fan ;
Li, Fangxing ;
Wei, Zhinong ;
Sun, Guogiang ;
Li, Jun .
ELECTRIC POWER SYSTEMS RESEARCH, 2015, 119 :385-392
[4]   Wind speed simulation in wind farms for steady-state security assessment of electrical power systems [J].
Feijóo, AE ;
Cidrás, J ;
Dornelas, JLG .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1999, 14 (04) :1582-1588
[5]   METHOD FOR SIMULATING NON-NORMAL DISTRIBUTIONS [J].
FLEISHMAN, AI .
PSYCHOMETRIKA, 1978, 43 (04) :521-532
[6]   Adequacy assessment of generating systems containing wind power considering wind speed correlation [J].
Gao, Y. ;
Billinton, R. .
IET RENEWABLE POWER GENERATION, 2009, 3 (02) :217-226
[7]   Simulation and Estimation of Reliability in a Wind Farm Considering the Wake Effect [J].
Kim, Hagkwen ;
Singh, Chanan ;
Sprintson, Alex .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2012, 3 (02) :274-282
[8]   Reliability evaluation of generation and transmission systems considering the effects of wind farm [J].
Liu, Bo ;
Wu, Hao .
ENGINEERING AND MANUFACTURING TECHNOLOGIES, 2014, 541-542 :932-+
[9]   Aspects of relevance in offshore wind farm reliability assessment [J].
Negra, Nicola Barberis ;
Holmstrom, Ole ;
Bak-Jensen, Birgitte ;
Sorensen, Poul .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2007, 22 (01) :159-166
[10]  
Qin Zhilong, 2013, Automation of Electric Power Systems, V37, P47, DOI 10.7500/AEPS201211262