文章摘要
何琨,徐潇源,严正,等.基于稀疏多项式混沌展开的孤岛微电网概率潮流计算[J].电力系统自动化,2019,43(2):67-75. DOI: 10.7500/AEPS20180809005.
HE Kun,XU Xiaoyuan,YAN Zheng, et al.Probabilistic Power Flow Calculation of Islanded Microgrid Based on Sparse Polynomial Chaos Expansion[J].Automation of Electric Power Systems,2019,43(2):67-75. DOI: 10.7500/AEPS20180809005.
基于稀疏多项式混沌展开的孤岛微电网概率潮流计算
Probabilistic Power Flow Calculation of Islanded Microgrid Based on Sparse Polynomial Chaos Expansion
DOI:10.7500/AEPS20180809005
关键词: 孤岛微电网  可再生能源  不确定性  相关性  概率潮流  稀疏多项式混沌展开
KeyWords: islanded microgrid  renewable energy source(RES)  uncertainty  dependency  probabilistic power flow  sparse polynomial chaos expansion(SPCE)
上网日期:2018-11-19
基金项目:国家自然科学基金资助项目(51707115);中国博士后科学基金资助项目(2017M610251)
作者单位E-mail
何琨 电力传输与功率变换控制教育部重点实验室(上海交通大学), 上海市 200240  
徐潇源 电力传输与功率变换控制教育部重点实验室(上海交通大学), 上海市 200240  
严正 电力传输与功率变换控制教育部重点实验室(上海交通大学), 上海市 200240 yanz@sjtu.edu.cn 
王晗 电力传输与功率变换控制教育部重点实验室(上海交通大学), 上海市 200240  
洪元瑞 国家电网公司华东分部, 上海市 200120  
摘要:
      考虑到可再生能源的不确定性对微电网运行的影响,传统确定性潮流计算难以全面描述系统运行状态与潮流分布情况。在计及微电网源荷随机性与相关性的情况下,文中建立了孤岛交流微电网的概率潮流模型。进一步,提出了一种稀疏多项式混沌展开方法用于快速准确得到孤岛微电网的输出响应,在含有高维输入随机变量时,有效提高了孤岛微电网的概率潮流计算效率。采用接入多台分布式电源的33节点孤岛微电网系统进行仿真,通过与传统方法的对比,验证了所提方法的高效性和准确性。
Abstract:
      Considering the effect of uncertainty of renewable energy source(RES)on the operation of microgrid, it is hard to comprehensively describe operation states and power flow distribution through the traditional deterministic power flow calculation. Based on the randomness and dependency of generators and loads in microgrid, this paper develops a probabilistic power flow model of islanded AC microgrid. The sparse polynomial chaos expansion method is adopted to obtain output response of islanded microgrid quickly and accurately, also it can improve the efficiency of probabilistic power flow calculation of microgrid with high-dimensional input variables. Finally, a 33-node islanded microgrid with several distributed generators is simulated, and the effectiveness and accuracy of the proposed method are verified by comparing with traditional methods.
查看全文(Free!)   查看附录   查看/发表评论  下载PDF阅读器