Discovering communities for microgrids with spatial-temporal net energy

• 作者: Dong JIN Haibing LU Han WANG Qi LIU Shangyu XIE Shengbin WANG Yuan HONG
• 来源期刊: 现代电力系统与清洁能源学报(英文)
• 学科: 工学
• 关键词: Smart GRID MICROGRID Community discovery Net energy(NE) CLUSTERING
• 年，卷（期）: 2019,（6）
• 页码范围: 1536-1546
• 页数: 11页
• 分类号: TM76

摘要

Smart grid has integrated an increasing number of distributed energy resources to improve the efficiency and flexibility of power generation and consumption as well as the resilience of the power grid.The energy consumers on the power grid,e.g.,households,equipped with distributed energy resources can be considered as"microgrids"that both generate and consume electricity.In this paper,we study the energy community discovery problems which identify energy communities for the microgrids to facilitate energy management,e.g.,load balancing,energy sharing and trading on the grid.Specifically,we present efficient algorithms to discover such communities of microgrids considering both their geo-locations and net energy(NE)over any period.Finally,we experimentally validate the performance of the algorithms using both synthetic and real datasets.