中国电机工程学报2025，Vol.45Issue(7)：2605-2615,中插13,12.DOI:10.13334/j.0258-8013.pcsee.232663
基于合作博弈与矩阵半张量积的多园区综合能源系统协同优化运行方法
Collaborative Optimal Scheduling of the Multi-park Integrated Energy Systems Based on Matrix Semi-tensor Product and Cooperative Game Theory
摘要
Abstract
With more and more park integrated energy systems participating in cooperative games in the future,it is of great significance to allocate the cooperative benefits of multi-park integrated energy systems reasonably and efficiently.Therefore,this article proposes a collaborative optimization operation method for multi park comprehensive energy systems based on cooperative game theory and matrix semi-tensor product.A cooperative game model is developed for multi-park integrated energy systems with different park integrated energy system as participant.Considering the feasibility analysis of cooperation,this paper uses matrix semi-tensor product to improve the Shapley value method and proposes an improved benefit allocation method based on matrix semi-tensor product.Finally,this paper carries out the simulation experiment of the integrated energy system of 2-6 parks.The results show that the solution rate of the proposed method is 3.912%,12.3967%,24.9259%,27.9451%and 35.7561%higher than that of the traditional Shapley value method.It can be verified that the method proposed in this paper can effectively improve the efficiency of profit allocation in cooperative alliances and demonstrates promotional advantages in the future scenario where multiple parks continuously join cooperative alliances.关键词
多园区综合能源系统/协同优化/合作博弈/矩阵半张量积/利益分配Key words
multi-park integrated energy systems/collaborative optimal scheduling/cooperative game theory/matrix semi-tensor product/benefit distribution分类
信息技术与安全科学引用本文复制引用
李鹏,徐伟成,丁茂生,曾平良,项丽,殷云星,王子轩,王加浩..基于合作博弈与矩阵半张量积的多园区综合能源系统协同优化运行方法[J].中国电机工程学报,2025,45(7):2605-2615,中插13,12.基金项目
国家自然科学基金项目(52177084).Project Supported by National Natural Science Foundation of China(52177084). （52177084）
