首页|期刊导航|电力系统自动化|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

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OA

Robust Optimization of Triple Game for Multi-region Integrated Energy Systems with Hydrogen Against Cheating Behaviors

中文摘要英文摘要

多区域含氢综合能源系统(IES)的源荷不确定性、多重利益博弈及交易过程的作弊行为对其协作运行构成挑战.因此,文中提出了一种防御作弊行为的多区域含氢IES三重博弈鲁棒优化方法.首先,建立了含有光伏产消者的多区域含氢IES运行架构,将分布鲁棒机会约束融入Wasserstein距离模糊集下的两阶段分布鲁棒优化模型中,充分考虑了光伏产消者与各IES源荷两侧的不确定性.然后,建立"主从+作弊+合作"的三重博弈架构,解决各含氢IES多重利益博弈及交易过程的作弊问题.最后,采用交替方向乘子法嵌套列与约束生成算法进行分布式求解,可以在防御作弊行为的同时保护主体隐私.经仿真验证,该策略在抵御作弊行为的同时,可以有效提升IES的运行效益以及应对不确定风险的能力.

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.

丁小强;袁至;李骥

可再生能源发电与并网控制教育部工程研究中心,新疆大学,新疆维吾尔自治区乌鲁木齐市 830017可再生能源发电与并网控制教育部工程研究中心,新疆大学,新疆维吾尔自治区乌鲁木齐市 830017国网新疆电力有限公司电力科学研究院,新疆维吾尔自治区乌鲁木齐市 830011

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

integrated energy system(IES)photovoltaic(PV)prosumercheatingdistributionally robust optimizationgamealternating direction method of multipliers(ADMM)column-and-constraint generation(C&CG)algorithm

《电力系统自动化》 2026 (8)

128-138,11

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).

10.7500/AEPS20250417004

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