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1.湖南大学电气与信息工程学院,湖南省长沙市 410082
2.深圳供电局有限公司,广东省深圳市 518028
3.国网湖南省电力有限公司经济技术研究院,湖南省长沙市 410004
Received:10 April 2023,
Revised:2023-07-07,
Published Online:23 October 2023,
Published:25 November 2023
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易宇琴,许加柱,张伟明等.考虑两阶段鲁棒优化配置的多微网合作博弈[J].电力系统自动化,2023,47(22):149-156.
YI Yuqin,Jiazhu XU,ZHANG Weiming,et al.Multi-microgrid Cooperative Game Considering Two-stage Robust Optimal Configuration[J].Automation of Electric Power Systems,2023,47(22):149-156.
易宇琴,许加柱,张伟明等.考虑两阶段鲁棒优化配置的多微网合作博弈[J].电力系统自动化,2023,47(22):149-156. DOI: 10.7500/AEPS20230410002.
YI Yuqin,Jiazhu XU,ZHANG Weiming,et al.Multi-microgrid Cooperative Game Considering Two-stage Robust Optimal Configuration[J].Automation of Electric Power Systems,2023,47(22):149-156. DOI: 10.7500/AEPS20230410002.
随着分布式可再生能源在配电网中的广泛部署,微网作为其有效载体具备产销者特性。该特性使微网如何优化配置以及互利共赢面临挑战。因此,文中提出了一种耦合两阶段鲁棒配置与合作博弈的模型,研究多微网能源精细化管理。首先,在两阶段鲁棒优化下,将长期设备规划与短期运营相结合。配电网运营商通过配电节点边际电价发布市场出清电价,受到价格信号引导,为微网制定最优电能交易决策。然后,根据决策信息,进一步采用纳什议价模型进行利润分配,实现多主体合作博弈。最后,通过IEEE 33节点配电系统验证所提模型的有效性。
With the widespread deployment of distributed renewable energy in the distribution network
the microgrid
as their effective carrier
has the characteristic of prosumer. This characteristic makes it challenging for microgrids to be optimally configured as well as mutually beneficial. Therefore
a model coupling two-stage robust configuration and cooperative game is proposed in this paper to study the delicate management of energy in the multi-microgrid. First
long-term equipment planning is combined with short-term operation under two-stage robust optimization. The distribution network operator releases market clearing prices through distribution locational marginal prices to be guided by price signals to make optimal power trading decisions for microgrids. Then
according to the decision information
the Nash bargaining model is further adopted for profit allocation to realize the multi-agent cooperative game. Finally
the effectiveness of the proposed model is verified by IEEE 33-bus distribution system.
JIN X Y , ZHANG C , XIAO F , et al . A review and reflection on open datasets of city-level building energy use and their applications [J]. Energy and Buildings , 2023 , 285 : 112911 .
PAN Y L , DONG F . Dynamic evolution and driving factors of new energy development: fresh evidence from China [J]. Technological Forecasting and Social Change , 2022 , 176 : 121475 .
WANG W , YU T , HUANG Y P , et al . The situation and suggestions of the new energy power system under the background of carbon reduction in China [J]. Energy Reports , 2021 , 7 : 1477 - 1484 .
LIU M S , LO K . Multi-actor perspective, socio-technical barriers, and microgrid development in China [J]. The Electricity Journal , 2022 , 35 ( 7 ): 107158 .
赵春璋 , 尚敬福 , 杨胜春 . 新型售电模式:基于微网的P2P电能交易平台设计 [J]. 华北电力大学学报(社会科学版) , 2018 ( 4 ): 30 - 36 .
ZHAO Chunzhang , SHANG Jingfu , YANG Shengchun . A new retailing model: design of P2P electricity trade platform based on micro-grid [J]. Journal of North China Electric Power University (Social Sciences) , 2018 ( 4 ): 30 - 36 .
唐艺珅 . 基于Stackelberg-Nash博弈的多能微网配置与运行研究 [D]. 南宁 : 广西大学 , 2022 .
TANG Yishen . Multi-energy microgrid configuration and operation optimization based on Stackelberg-Nash game [D]. Nanning : Guangxi University , 2022 .
帅轩越 , 王秀丽 , 吴雄 , 等 . 计及电热需求响应的共享储能容量配置与动态租赁模型 [J]. 电力系统自动化 , 2021 , 45 ( 19 ): 24 - 32 .
SHUAI Xuanyue , WANG Xiuli , WU Xiong , et al . Shared energy storage capacity allocation and dynamic lease model considering electricity-heat demand response [J]. Automation of Electric Power Systems , 2021 , 45 ( 19 ): 24 - 32 .
吴毓峰 , 杨胜春 , 潘振宁 , 等 . 无协调主体的多产消者完全端到端交易机制 [J]. 电力系统自动化 , 2023 , 47 ( 3 ): 96 - 103 .
WU Yufeng , YANG Shengchun , PAN Zhenning , et al . Complete peer-to-peer transaction mechanism for multiple prosumers without coordination entity [J]. Automation of Electric Power Systems , 2023 , 47 ( 3 ): 96 - 103 .
吴界辰 , 艾欣 . 交互能源机制下的电力产消者优化运行 [J]. 电力系统自动化 , 2020 , 44 ( 19 ): 1 - 18 .
WU Jiechen , AI Xin . Optimal operation of prosumers based on transactive energy mechanism [J]. Automation of Electric Power Systems , 2020 , 44 ( 19 ): 1 - 18 .
TUSHAR W , YUEN C , MOHSENIAN-RAD H , et al . Transforming energy networks via peer-to-peer energy trading: the potential of game-theoretic approaches [J]. IEEE Signal Processing Magazine , 2018 , 35 ( 4 ): 90 - 111 .
祁浩南 , 刘友波 , 高红均 , 等 . 考虑运行约束快速校核的配电网多主体端对端交易机制 [J]. 电力系统自动化 , 2022 , 46 ( 23 ): 20 - 28 .
QI Haonan , LIU Youbo , GAO Hongjun , et al . Multi-entity peer-to-peer transaction mechanism of distribution network considering rapid verification of operation constraints [J]. Automation of Electric Power Systems , 2022 , 46 ( 23 ): 20 - 28 .
夏元兴 , 徐青山 , 黎淑娟 , 等 . 可交易能源市场的动静态复合型博弈及其定价机制 [J]. 电力系统自动化 , 2023 , 47 ( 6 ): 178 - 184 .
XIA Yuanxing , XU Qingshan , LI Shujuan , et al . Dynamic and static compound game in transactive energy market and its pricing mechanism [J]. Automation of Electric Power Systems , 2023 , 47 ( 6 ): 178 - 184 .
李高俊杰 , 杨军 , 朱旭 , 等 . 计及电动汽车用户响应特性的充电站实时电能共享机制 [J]. 电力系统自动化 , 2022 , 46 ( 12 ): 56 - 66 .
LI Gaojunjie , YANG Jun , ZHU Xu , et al . Real-time energy sharing mechanism for charging stations considering user response characteristics of electric vehicles [J]. Automation of Electric Power Systems , 2022 , 46 ( 12 ): 56 - 66 .
闫斯哲 , 王维庆 , 李笑竹 , 等 . 储能-机组联合调频的动态经济环境跨区灵活性鲁棒优化调度 [J]. 电力系统自动化 , 2022 , 46 ( 9 ): 61 - 70 .
YAN Sizhe , WANG Weiqing , LI Xiaozhu , et al . Cross-regional flexible robust optimal scheduling in dynamic economic environment with joint frequency regulation of energy storage and units [J]. Automation of Electric Power Systems , 2022 , 46 ( 9 ): 61 - 70 .
ZHOU Y Z , SHAHIDEHPOUR M , WEI Z N , et al . Distributionally robust unit commitment in coordinated electricity and district heating networks [J]. IEEE Transactions on Power Systems , 2020 , 35 ( 3 ): 2155 - 2166 .
YANG J , SU C Q . Robust optimization of microgrid based on renewable distributed power generation and load demand uncertainty [J]. Energy , 2021 , 223 : 120043 .
LI Y B , ZHANG F , LI Y , et al . An improved two-stage robust optimization model for CCHP-P2G microgrid system considering multi-energy operation under wind power outputs uncertainties [J]. Energy , 2021 , 223 : 120048 .
贺帅佳 , 阮贺彬 , 高红均 , 等 . 分布鲁棒优化方法在电力系统中的理论分析与应用综述 [J]. 电力系统自动化 , 2020 , 44 ( 14 ): 179 - 191 .
HE Shuaijia , RUAN Hebin , GAO Hongjun , et al . Overview on theory analysis and application of distributionally robust optimization method in power system [J]. Automation of Electric Power Systems , 2020 , 44 ( 14 ): 179 - 191 .
陈灵敏 , 吴杰康 , 张文杰 , 等 . 基于鲁棒优化的微网综合需求响应协同调度策略 [J]. 电力系统自动化 , 2021 , 45 ( 21 ): 159 - 169 .
CHEN Lingmin , WU Jiekang , ZHANG Wenjie , et al . Robust optimization based coordinated scheduling strategy for integrated demand response in micro energy grid [J]. Automation of Electric Power Systems , 2021 , 45 ( 21 ): 159 - 169 .
王善磊 , 孙国强 , 吴晨 , 等 . 基于集中-分散交易机制的多产消者两阶段鲁棒优化模型 [J]. 电力自动化设备 , 2022 , 42 ( 5 ): 175 - 182 .
WANG Shanlei , SUN Guoqiang , WU Chen , et al . Two-stage robust optimization model of multiple prosumers based on centralized-decentralized trading mechanism [J]. Electric Power Automation Equipment , 2022 , 42 ( 5 ): 175 - 182 .
王琦 , 李宁 , 顾欣 , 等 . 考虑碳减排的综合能源服务商合作运行优化策略 [J]. 电力系统自动化 , 2022 , 46 ( 7 ): 131 - 140 .
WANG Qi , LI Ning , GU Xin , et al . Optimization strategy for cooperative operation of integrated energy service providers considering carbon emission reduction [J]. Automation of Electric Power Systems , 2022 , 46 ( 7 ): 131 - 140 .
徐文滨 , 孙一凡 , 王林 , 等 . 考虑风电时空相关性的电气互联系统分布式优化调度 [J]. 浙江电力 , 2023 , 42 ( 3 ): 9 - 17 .
XU Wenbin , SUN Yifan , WANG Lin , et al . Distributed optimal dispatching of the integrated electricity and natural gas systems considering spatial-temporal correlation of wind power [J]. Zhejiang Electric Power , 2023 , 42 ( 3 ): 9 - 17 .
杨珺 , 侯俊浩 , 刘亚威 , 等 . 分布式协同控制方法及在电力系统中的应用综述 [J]. 电工技术学报 , 2021 , 36 ( 19 ): 4035 - 4049 .
YANG Jun , HOU Junhao , LIU Yawei , et al . Distributed cooperative control method and application in power system [J]. Transactions of China Electrotechnical Society , 2021 , 36 ( 19 ): 4035 - 4049 .
PAPAVASILIOU A . Analysis of distribution locational marginal prices [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 5 ): 4872 - 4882 .
BARAN M E , WU F F . Network reconfiguration in distribution systems for loss reduction and load balancing [J]. IEEE Transactions on Power Delivery , 1989 , 4 ( 2 ): 1401 - 1407 .
LU Z L , BAI L Q , WANG J X , et al . Peer-to-peer joint electricity and carbon trading based on carbon-aware distribution locational marginal pricing [J]. IEEE Transactions on Power Systems , 2023 , 38 ( 1 ): 835 - 852 .
LI K , YANG F , WANG L P , et al . A scenario-based two-stage stochastic optimization approach for multi-energy microgrids [J]. Applied Energy , 2022 , 322 : 119388 .
ZHAO C Y , GUAN Y P . Data-driven stochastic unit commitment for integrating wind generation [J]. IEEE Transactions on Power Systems , 2016 , 31 ( 4 ): 2587 - 2596 .
WANG Y Q , QIU J , TAO Y C . Optimal power scheduling using data-driven carbon emission flow modelling for carbon intensity control [J]. IEEE Transactions on Power Systems , 2022 , 37 ( 4 ): 2894 - 2905 .
DOU H , QI Y , WEI W , et al . Carbon-aware electricity cost minimization for sustainable data centers [J]. IEEE Transactions on Sustainable Computing , 2017 , 2 ( 2 ): 211 - 223 .
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