中国电机工程学报2018，Vol.38Issue(9)：2551-2560,10.DOI:10.13334/j.0258-8013.pcsee.171133
计及高维随机变量的随机响应面法概率潮流计算
Probabilistic Load Flow Calculation Based on Stochastic Response Surface Method Considering High-dimension Stochastic Variables
摘要
Abstract
With the large-scale integration of renewable energy generation systems, the accurate and efficient probabilistic load flow calculation is of great importance to the static operation analysis of power systems. By introducing the singular value decomposition and the total probability theory to the stochastic response surface method, this paper proposed a new probabilistic load flow calculation method. The generation dispatch of active power was also considered in the calculation scheme to better handle with the uncertain power injections. The validity of the proposed method was tested on standard test system. The simulation results show that the proposed method can deal with various of stochastic variables and has the advantages of satisfactory computation efficiency and calculation accuracy.关键词
概率潮流/随机响应面法/奇异值分解/全概率理论/发电机调度Key words
probabilistic load flow/stochastic response surface method/singular value decomposition/total probability theory/generation dispatch分类
信息技术与安全科学引用本文复制引用
孙鑫,陈金富,段献忠,鲁宗相..计及高维随机变量的随机响应面法概率潮流计算[J].中国电机工程学报,2018,38(9):2551-2560,10.基金项目
国家重点研发计划支持项目(2016YFB0900100).Project Supported by National key Research and Development Research of China (2016YFB0900100). （2016YFB0900100）
