电力系统自动化2026，Vol.50Issue(8)：128-138,11.DOI:10.7500/AEPS20250417004
防御作弊行为的多区域含氢综合能源系统三重博弈鲁棒优化
Robust Optimization of Triple Game for Multi-region Integrated Energy Systems with Hydrogen Against Cheating Behaviors
摘要
Abstract
The source-load uncertainty,multi-interest games,and cheating behaviors in the trading process of multi-region integrated energy systems(IESs)with hydrogen pose challenges to the collaborative operation.Therefore,this paper proposes a robust optimization method of triple game for multi-region IESs with hydrogen against cheating behaviors.First,an operation architecture of multi-region IESs with hydrogen containing photovoltaic(PV)prosumers is established,and the distributionally robust chance constraints are incorporated into a two-stage distributionally robust optimization model under the Wasserstein distance ambiguity set,which fully considers the uncertainties on both the source and load sides of PV prosumers and each IES.Then,a triple game architecture of"Stackelberg+cheating+cooperation"is constructed to address the problems of multi-interest games among IESs with hydrogen and cheating behaviors in trading process.Finally,the alternating direction method of multipliers(ADMM)nested with the column-and-constraint generation(C&CG)algorithm is adopted for distributed solution,which can defend against cheating behaviors while protecting the privacy of participants.Simulation results verify that the proposed strategy can effectively improve the operation efficiency of IES and enhance its ability to cope with uncertain risks while resisting cheating behaviors.关键词
综合能源系统/光伏产消者/作弊/分布鲁棒优化/博弈/交替方向乘子法/列与约束生成算法Key words
integrated energy system(IES)/photovoltaic(PV)prosumer/cheating/distributionally robust optimization/game/alternating direction method of multipliers(ADMM)/column-and-constraint generation(C&CG)algorithm引用本文复制引用
丁小强,袁至,李骥..防御作弊行为的多区域含氢综合能源系统三重博弈鲁棒优化[J].电力系统自动化,2026,50(8):128-138,11.基金项目
国家自然科学基金资助项目(52367024). This work is supported by National Natural Science Foundation of China(No.52367024). （52367024）
