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考虑电-碳-绿证交易的微网联盟两阶段分布鲁棒优化策略OA

A two-stage distribution robust optimization strategy for microgrid alliance considering electricity-carbon-green certificate trading

中文摘要英文摘要

针对多能源微网联盟优化过程中面临的协同管理、新能源出力不确定性、电-碳-绿证多市场交易耦合及隐私保护等问题,文中提出一种考虑电-碳-绿证交易的微网联盟两阶段分布鲁棒优化策略.首先,为提升微网个体应对新能源出力波动的能力,构建微网联盟的两阶段分布鲁棒模型;其次,为加强微网低碳化水平,构建耦合电转气(power-to-gas,P2G)-碳捕集系统(carbon capture system,CCS)的新型热电联产机组,并计入阶梯式碳交易-绿证联合交易机制;再次,针对微网个体的利益诉求与微网联盟的利益分配问题,在点对点(peer-to-peer,P2P)分布式能量交易框架上,基于纳什谈判理论构建微网联盟非对称纳什议价策略;最后,采用自适应交替项乘子(adaptive alternating direction method of multiplier,AADMM)-列约束生成(column and constraint generation,C&CG)算法提高求解速率.仿真结果表明,相较于未参加合作博弈的分布鲁棒模型与普通的电-碳-绿证交易模型,文中所提模型总成本分别降低 16.95%和 31.50%,碳排放量减少 42.83%和 11.03%,在有效保护各微网隐私并实现利益合理分配的基础上,兼顾了系统的鲁棒性和经济性,助力能源结构向绿色低碳化转型.

Aiming at the challenges of collaborative management,uncertainty in renewable energy output,coupled multi-market transactions of electricity,carbon and green certificate,and privacy protection faced in the optimization process of multi-energy microgrids system,a two-stage distributed robust optimization strategy for microgrid alliance considering electricity-carbon-green certificate trading is proposed.Firstly,in order to enhance the ability of microgrid individuals to cope with new energy output fluctuations,a two-stage distributed robust model of microgrid alliance is constructed.Secondly,in order to strengthen the microgrid decarbonization level,a new type of cogeneration unit coupled with power-to-gas and carbon capture systems(P2G-CCS)is constructed,and a stepwise carbon trading-green certificate trading coupling mechanism is accounted for.Thirdly,in view of address the interest demands of individual microgrids and the benefit distribution of microgrid alliances,the asymmetric Nash bargaining strategy for microgrid alliances is constructed based on the Nash negotiation theory on the framework of peer-to-peer(P2P)distributed energy trading.Finally,the adaptive alternating direction method of multiplier-column and constraint generation algorithm(AADMM-C&CG)is adopted to improve the solution rate.Simulation results show that compared with the distributional robust model without participating in the cooperative game and the common electricity-carbon-green certificate trading model,the total cost of the proposed model in this paper is reduced by 16.95%and 31.50%,and the carbon emission is reduced by 42.83%and 11.03%,which effectively protects the privacy of microgrids and realizes the reasonable distribution of benefits on the basis of the system's robustness and economy,and assists the energy structure to transform the energy structure to green and low-carbonization.

赵琛;叶金池;和萍;王帅;武小鹏

郑州轻工业大学电气信息工程学院,河南 郑州 450002郑州轻工业大学电气信息工程学院,河南 郑州 450002郑州轻工业大学电气信息工程学院,河南 郑州 450002国家能源投资集团有限责任公司,北京 100011郑州轻工业大学电气信息工程学院,河南 郑州 450002

信息技术与安全科学

多能源微网联盟电-碳-绿证交易点对点(P2P)分布鲁棒纳什谈判自适应交替项乘子(AADMM)

multi energy microgrid allianceelectricity-carbon-green certificate tradingpeer-to-peer(P2P)distributed robustnessNash negotiationadaptive alternating direction method of multiplier(AADMM)

《电力工程技术》 2026 (4)

134-148,15

国家自然科学基金资助项目(62203401,52377125)河南省重点研发与推广专项(科技攻关)项目(242102240061)

10.12158/j.2096-3203.2026.04.014

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