电力工程技术2026，Vol.45Issue(6)：105-113,125,10.DOI:10.12158/j.2096-3203.2026.06.011
基于机会约束的工业园区综合需求响应双层优化
Two-layer optimization of industrial park integrated energy system based on chance constraint
摘要
Abstract
To more effectively cooperation response of adjustable resources within the integrated energy system,a two-layer optimization method based on chance constraints for integrated demand response(IDR)in industrial parks is proposed.Firstly,based on the integrated energy system framework of the industrial park,an incentive-based integrated demand response strategy is developed,along with an interactive response framework involving the industrial park operator,load aggregator and the main grid.Then,to address the uncertainty in load response,the chance constraint method is introduced,and coordinated response strategy between air-conditioning and aluminum electrolysis load is proposed to improve response reliability.Finally,a two-layer optimization method is established,with the industrial park operator as the upper layer and the load aggregator as the lower layer.The model is solved using a hybrid approach that embeds the Gurobi solver within a particle swarm optimization algorithm.The simulation results show that the proposed two-layer optimization method can achieve a coordinated response of energy conversion equipment and multiple loads.It reduces the response cost of the industrial park and improves the reliability and economic efficiency of integrated demand response.关键词
综合能源系统/机会约束/综合需求响应(IDR)/双层优化/工业园区/多能协同Key words
integrated energy system/chance constraint/integrated demand response(IDR)/two-layer optimization/industrial park/multi-energy cooperation分类
信息技术与安全科学引用本文复制引用
战鹏帆,蔺红..基于机会约束的工业园区综合需求响应双层优化[J].电力工程技术,2026,45(6):105-113,125,10.基金项目
国家自然科学基金资助项目(52367012) （52367012）
新疆维吾尔自治区重点研发专项资助项目(2022B01020-3) （2022B01020-3）
