全球能源互联网（英文）Issue(5)：543-550,8.DOI:10.1016/j.gloei.2022.10.008
现代电力系统充分性的评估方法研究
Development of a methodology for assessing the adequacy of electric power systems
摘要
Abstract
This study presents the results of a research into the developing a methodology for assessing the adequacy of advanced electric power systems characterized by the integration of various innovative technologies, which complicates their analysis. The methodology development is aimed at solving two main problems: 1) increase the adequacy of modeling the processes that occur in the electric power system and 2) enhance the computational efficiency of the adequacy assessment methodology. This study proposes a new mathematical model to minimize the power shortage and enhance the adequacy of modeling the processes. The model considers quadratic power transmission losses and network coefficients. The computational efficiency of the adequacy assessment methodology is enhanced using efficient random-number generators to form the calculated states of electric power systems and machine learning methods to assess power shortages and other reliability characteristics in the calculated states.关键词
电力系统/充分性/伪随机数和准随机数生成/机器学习方法Key words
Electric power systems/Adequacy/Power shortage minimization/Pseudo- and quasi-random number generation/Machine learning methods.引用本文复制引用
德米特里·克鲁佩内夫,丹尼斯·博雅尔金,德米特里·亚库博夫斯基..现代电力系统充分性的评估方法研究[J].全球能源互联网（英文）,2022,(5):543-550,8.基金项目
This work was conducted within the framework of the project under state assignment(No.FWEU-2021-0003)of the RF Basic Research Program for 2021-2030 and with financial support from the Russian Foundation for Basic Research within the framework of the scientific project No 20-08-00550. （No.FWEU-2021-0003）
