摘要:
提出了基于Johnson分布体系的非序贯蒙特卡罗模拟法用于评估含可再生能源发输电年度系统可靠性,该方法利用可再生能源历史数据和年度负荷数据模拟可再生能源和负荷的概率分布特征,进而通过模拟相关多维标准正态变量来实现对多维可再生能源相关性的模拟.通过算例分析,验证了算法在模拟负荷和可再生能源分布时的精度以及应用于含可再生能源发输电组合系统年度可靠性评估的适用性.
张立波1,程浩忠1,曾平良2,张沈习1,周勤勇2. 基于Johnson分布体系的发输电系统可靠性评估[J]. 上海交通大学学报(自然版), 2017, 51(5): 555-.
〗1]〓〖ZK(#〗国家发展和改革委员会. 电力可靠性基本名词术语:DL/T 8612004[S]. 北京:中国电力出版社,2004. [〖QS〗2]〓孙元章,周家启. 大型互联电网在线运行可靠性的基础理论[M]. 北京:清华大学出版社,2010. [〖QS〗3]〓WANGDEE W,BILLINTON R. Reliability assessment of bulk electric systems containing large wind farms[J]. 〖WTHZ〗International Journal of Electrical Power Energy System〖WTBZ〗, 2007, 29(10): 759766.〖HJ〗 [〖QS〗4]〓王海超,鲁宗相,周双喜,等. 风电场发电容量可信度研究[J]. 〖HTH〗中国电机工程学报〖HTSS〗,2005,25(10):103106.〓〓〓WANG Haichao,LU Zongxiang,ZHOU Shuangxi,et al. Research on the capacity credit of wind energy resources[J]. 〖WTHZ〗Proceedings of the CSEE〖WTBZ〗,2005,25(10):103106. [〖QS〗5]〓FEIJOO A E, CIDRAS J, DORNELAS J L G. Wind speed simulation in wind farms for steadystate security assessment of electrical power systems[J]. 〖WTHZ〗IEEE Transactions on Energy Conversion〖WTBZ〗,1999,14(4):15821588. [〖QS〗6]〓GAO Y,BILLINTON R. Adequacy assessment of generating systems containing wind power considering wind speed correlation[J]. 〖WTHZ〗IET Generation,Transmission,Distribution〖WTBZ〗, 2009, 3(2): 217226. [〖QS〗7]〓BARBERIS N N,HOLMSTROM O,BAKJENSEN B, et al. Aspects of relevance in offshore wind farm reliability assessment[J]. 〖WTHZ〗IEEE Transactions on Energy Conversion〖WTBZ〗, 2007, 22(1): 159166. [〖QS〗8]〓VALLEE F, LOBR J, DEBLECKER O. Impact of the wind geographical correlation level for reliability studies[J]. 〖WTHZ〗IEEE Transactions on Power Systems〖WTBZ〗, 2007, 22(4): 22322239. [〖QS〗9]〓QIN Z, LI W, XIONG X. Generation system reliability evaluation incorporating correlations of wind speeds with different distributions[J]. 〖WTHZ〗IEEE Transactions on Power Systems〖WTBZ〗, 2013, 28(1): 551558. [10]〓QIN Z, LI W, XIONG X. Incorporating multiple correlations among wind speeds,photovoltaic powers and bus loads in composite system reliability evaluation[J]. 〖WTHZ〗Applied Energy〖WTBZ〗, 2013, 110(5): 285294. [11]〓秦志龙,李文沅,熊小伏. 考虑风速相关性的发输电系统可靠性评估[J]. 〖HTH〗电力系统自动化〖HTSS〗, 2013, 37(16): 4752.〓〓〓QIN Zhilong, LI Wenyuan, XIONG Xiaofu. Reliability assessment of composite generation and transmission system considering wind speed correlation[J]. 〖WTHZ〗Automation of Electric Power Systems〖WTBZ〗, 2013, 37(16): 4752. [12]〓蔡德福,石东源,陈金富. 基于多项式正态变换和拉丁超立方采样的概率潮流计算方法[J]. 〖HTH〗中国电机工程学报〖HTSS〗, 2013, 33(13): 92100.〓〓〓CAI Defu, SHI Dongyuan, CHEN Jinfu, et al. Probabilistic load flow calculation method based on polynomial normal transformation and Latin hypercube sampling[J]. 〖WTHZ〗Proceedings of the CSEE〖WTBZ〗, 2013, 33(13): 92100. [13]〓刘小团,赵晋泉,罗卫华,等. 基于TPNT和半不变量法的考虑输入量相关性概率潮流算法[J]. 〖HTH〗电力系统保护与控制〖HTSS〗, 2013, 41(22): 1318.〓〓〓LIU Xiaotuan, ZHAO Jinquan, LUO Weihua, et al. A TPNT and cumulants based probabilistic load flow approach considering the correlation variables[J]. 〖WTHZ〗Power System Protection and Control〖WTBZ〗, 2013, 41(22): 1318. [14]〓JOHNSON N L. Systems of frequency curves generated by methods of translation[J]. 〖WTHZ〗Biometrika〖WTBZ〗, 1949, 36(1): 149176. [15]〓SLIFKER J F, SHAPIRO S S. The Johnson system:Selection and parameter estimation[J]. 〖WTHZ〗Technometrics〖WTBZ〗, 1980, 22(2): 239246. [16]〓HILL I D,HILL R,HOLDER R L. Algorithm AS 99:Fitting Johnson curves by moments[J]. 〖WTHZ〗Applied Statistics〖WTBZ〗, 1976, 25(2): 180189. [17]〓CHRISTOPHER S S. Point estimate method addressing correlated wind power for probabilistic optimal power flow[J]. 〖WTHZ〗IEEE Transactions on Power Systems〖WTBZ〗, 2014, 29(3): 10451054. [18]〓LI H,LV Z,YUAN X. Nataf transformation based point estimate method[J]. 〖WTHZ〗Chinese Science Bulletin〖WTBZ〗, 2008, 53(6): 25862592. [19]〓ZHANG S X, CHENG H Z, ZHANG L B, et al. Probabilistic evaluation of available load supply capability for distribution system[J]. 〖WTHZ〗IEEE Transactions on Power Systems〖WTBZ〗, 2013, 28(3): 32153225. [20]〓Reliability Test System Task Force. IEEE reliability test system[J]. 〖WTHZ〗IEEE Transactions on Power Apparatus and Systems〖WTBZ〗, 1979, 98(6): 20472054. [21]〓中国气象数据网. 两地区10年小时风速数据[EB/OL]. (20111015)[20150915]. http:∥data.cma.cn. [22]〓SHU Z, JIRUTITIJAROEN P. Latin hypercube sampling techniques for power systems reliability analysis with renewable energy sources[J]. 〖WTHZ〗IEEE Transactions on Power Systems〖WTBZ〗, 2011, 26(4): 20662073. |
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