中国电机工程学报2016，Vol.36Issue(18)：4854-4863,10.DOI:10.13334/j.0258-8013.pcsee.160779
基于随机矩阵理论的电力系统暂态稳定性分析
Power System Transient Stability Analysis Based on Random Matrix Theory
摘要
Abstract
ABSTRACT:Power system transient analysis is an important means to ensure the stable operation of power network. With the development of the Wide-Area Management (WAMS), a large amount of operational data with spatiotemporal characteristics are produced. Traditional power system transient analysis is based on the physical model, in which different dimensions data are incorporated into strict mathematical formulas, unable to take full advantage of massive power grid data. Data-driven models were presented for power system transient stability analysis based on random matrix theory, taking into account the characteristics of the grid operation data. The status of power grid operation data application was summarized. Then the mean spectral radius calculation method was given and the impacts of different disturbances on the power system were analyzed. A quantitative evaluation index was proposed to assess the impact degree of disturbance by combining random matrix theory with time series analysis method. Finally, IEEE 39 nodes system was used to verify the feasibility and correctness of the method proposed.关键词
电力系统/数据驱动/随机矩阵理论/时间序列分析/暂态稳定分析Key words
power system/data-driven/random matrix theory/time series analysis/transient stability analysis分类
信息技术与安全科学引用本文复制引用
刘威,张东霞,王新迎,刘道伟,吴茜..基于随机矩阵理论的电力系统暂态稳定性分析[J].中国电机工程学报,2016,36(18):4854-4863,10.基金项目
国家自然科学基金项目(51207143)；国家电网公司科技项目(X71-15-056)。Project Supported by National Natural Science Foundation of China(51207143)；Project supported Key Technology Project of State Grid Corporation of China (X71-15-056) （51207143）
