全球能源互联网（英文）2024，Vol.7Issue(1)：38-47,10.DOI:10.1016/j.gloei.2024.01.004
考虑负荷参与度的居民需求响应优化调度策略
Optimal dispatching strategy for residential demand response considering load participation
摘要
Abstract
To facilitate the coordinated and large-scale participation of residential flexible loads in demand response(DR),a load aggregator(LA)can integrate these loads for scheduling.In this study,a residential DR optimization scheduling strategy was formulated considering the participation of flexible loads in DR.First,based on the operational characteristics of flexible loads such as electric vehicles,air conditioners,and dishwashers,their DR participation,the base to calculate the compensation price to users,was determined by considering these loads as virtual energy storage.It was quantified based on the state of virtual energy storage during each time slot.Second,flexible loads were clustered using the K-means algorithm,considering the typical operational and behavioral characteristics as the cluster centroid.Finally,the LA scheduling strategy was implemented by introducing a DR mechanism based on the directrix load.The simulation results demonstrate that the proposed DR approach can effectively reduce peak loads and fill valleys,thereby improving the load management performance.关键词
居民需求响应/柔性负荷/负荷参与度/负荷聚合商Key words
Residential demand response/Flexible loads/Load participation/Load aggregator引用本文复制引用
周笑羽,刘晓峰,刘怀,季振亚,李峰..考虑负荷参与度的居民需求响应优化调度策略[J].全球能源互联网（英文）,2024,7(1):38-47,10.基金项目
This work was supported by the Basic Science(Natural Science)Research Project of Jiangsu Higher Education Institutions(No.23KJB470020)and the Natural Science Foundation of Jiangsu Province(Youth Fund)(No.BK20230384). （Natural Science）
