电测与仪表2026，Vol.63Issue(4)：44-54,11.DOI:10.19753/j.issn1001-1390.2026.04.005
面向多能互补需求响应的用户侧资源时空协同聚合调控优化方法
Aggregated regulation optimization method of user-side resource spatio-temporal coordination for multi-energy complementary demand response
摘要
Abstract
The existing aggregated regulation methods neglect the differentiated spatio-temporal regulation demand of user-side resources,and cannot use the complementary characteristics of multiple types of energy to achieve the power supply and demand balance in the integrated energy system.Consequently,it leads to low efficiency and high cost of aggregation regulation.To address the above issues,this paper first considers the difference of regula-tion timescale of power and heat resource participation in demand response of integrated energy system.On this ba-sis,this paper constructs a user-side resources spatio-temporal collaboration aggregation regulation model.Second-ly,a multi-time scale aggregated regulation and optimization problem of user-side resources is constructed.Speci-ficity,the optimization objective of the long timescale is the cost of heat energy regulation and carbon emission of the integrated energy system,and the short timescale is the cost of electric energy regulation and regulation delay deviation.Correspondingly,a spatio-temporal collaboration aggregation regulation optimization method based on im-proved particle swarm and multi-agent soft actor-critic(MASAC)is proposed to solve the problem.Finally,the proposed algorithm is verified by simulation.The simulation results show that the proposed algorithm can effectively improve the efficiency of user-side resources spatio-temporal collaboration aggregation regulation and reduce the reg-ulation cost.关键词
多能互补需求响应/用户侧资源/时空协同聚合调控/多智能体柔性动作评价/改进粒子群Key words
multi-energy complementary demand response/user-side resource/spatio-temporal coordination aggre-gation regulation/multi-agent soft actor-critic/improved particle swarm分类
信息技术与安全科学引用本文复制引用
孙中伟,刘希,丁添,叶宇鸿,潘超,周振宇..面向多能互补需求响应的用户侧资源时空协同聚合调控优化方法[J].电测与仪表,2026,63(4):44-54,11.基金项目
中国南方电网有限责任公司科技项目(1500002023030103JL00320) （1500002023030103JL00320）
