山东电力技术2026，Vol.53Issue(4)：1-13,13.DOI:10.20097/j.cnki.issn1007-9904.250638
基于改进Shapley值法的社区综合能源系统收益分配与协同优化
Community Integrated Energy System Revenue Distribution and Collaborative Optimization Based on Improved Shapley Value Method
摘要
Abstract
To address the issues of uneven benefit distribution and low computational efficiency arising from multi-party collaboration in community integrated energy systems,this paper proposes an energy system collaborative optimization and efficient distribution method based on a weighted hierarchical Shapley value approach.First,a cooperative operation framework for community integrated energy systems is established,analyzing the game relationship among microgrid operators,producers,and consumers.Secondly,addressing the high computational complexity and insufficient incentive distribution associated with the traditional Shapley value method in large-scale systems,a hierarchical Shapley value distribution mechanism combined with the weighted surplus of photovoltaic power generation is designed.This mechanism effectively incentivizes green energy contributors while ensuring the basic income of all participants.The proposed model combines master-slave games with cooperative games to optimize the efficiency of energy mutual assistance and shared energy storage within the community.Finally,case simulations validate the superiority of this method in improving distribution efficiency,fairness,and economic incentives,demonstrating its strong potential for application in scenarios involving the continuous expansion of multiple producers and consumers sharing energy storage collaboratively.关键词
社区综合能源系统/共享储能/混合博弈/改进Shapley值/收益分配Key words
community integrated energy systems/shared energy storage/hybrid games/improved Shapley value/benefit distribution分类
信息技术与安全科学引用本文复制引用
董梦阳,滕新亮,徐建军,彭程,赵书琪..基于改进Shapley值法的社区综合能源系统收益分配与协同优化[J].山东电力技术,2026,53(4):1-13,13.基金项目
黑龙江省重点研发计划项目(2024ZXJ01A04). Provincial Key Research and Development Program of Heilongjiang Province of China(2024ZXJ01A04). （2024ZXJ01A04）
