

浏览全部资源
扫码关注微信
1.浙江大学电气工程学院,浙江省杭州市 310027
2.国网浙江省电力有限公司衢州供电公司,浙江省衢州市 324000
3.福州大学电气工程与自动化学院,福建省福州市 350108
Received:09 October 2024,
Revised:2025-01-14,
Published Online:25 February 2025,
Published:10 August 2025
移动端阅览
陈昌铭,章天晗,沈子康等.新型电力系统的发用电侧共享储能商业模式研究综述[J].电力系统自动化,2025,49(15):20-42.
CHEN Changming,ZHANG Tianhan,SHEN Zikang,et al.Review of Shared Energy Storage Business Modes on Generation and User Sides in New Power Systems[J].Automation of Electric Power Systems,2025,49(15):20-42.
陈昌铭,章天晗,沈子康等.新型电力系统的发用电侧共享储能商业模式研究综述[J].电力系统自动化,2025,49(15):20-42. DOI: 10.7500/AEPS20241009003.
CHEN Changming,ZHANG Tianhan,SHEN Zikang,et al.Review of Shared Energy Storage Business Modes on Generation and User Sides in New Power Systems[J].Automation of Electric Power Systems,2025,49(15):20-42. DOI: 10.7500/AEPS20241009003.
作为一种兼具发用电双重属性的灵活性调节资源,储能在新型电力系统建设中具有重要的战略地位,近年来在发用电侧得到了广泛应用。然而,储能项目建设热潮伴随着商业模式匮乏、盈利途径单一等问题,导致发用电侧储能设备闲置和投资回收困难,制约了储能产业的长效化发展。共享储能作为一种新型商业模式,已被视为推动储能市场化发展的重要途径。因此,文中首先梳理了储能和共享储能的国内外支持政策;然后,从共建型、交互型、租赁型三类共享储能商业模式的角度出发,对近十年发用电侧共享储能商业模式的关键技术及国内外落地实践的发展现状进行了较为全面的回顾;最后,总结了当前共享储能商业模式在合作主体规模、合作对象匹配、多市场规则等方面亟须解决的关键问题,并对新型电力系统的发用电侧共享储能商业模式的未来研究方向进行了展望。
As a flexible regulatory resource with both generation and user attributes
energy storage plays a strategically important role in the construction of new power systems. In recent years
it has been widely used on both the generation and user sides. However
the rapid expansion of energy storage projects is accompanied by challenges such as the lack of viable business modes and limited profit channels
leading to idle storage devices and difficulties in investment recovery on both the generation and user sides
which hinder the long-term development of the energy storage industry. Shared energy storage
as a novel business mode
has emerged as a key pathway to promote the marketization of energy storage. Hence
this paper first reviews the domestic and international support policies for energy storage and shared energy storage. Then
from the perspectives of three shared energy storage business modes
i.e.
co-construction
interaction
and lease
the development status of key technologies and domestic and international implementation practices related to shared energy storage business modes on both the generation and user sides over the past decade is comprehensively reviewed. Finally
the key challenges faced by the current shared energy storage business modes in areas such as the scale of cooperative entities
partner matching and multi-market rules are summarized
and the future research directions of shared energy storage business modes on both the generation and user sides in new power systems are prospected.
HOU Q C , DU E S , ZHANG N , et al . Impact of high renewable penetration on the power system operation mode: a data-driven approach [J]. IEEE Transactions on Power Systems , 2020 , 35 ( 1 ): 731 - 741 .
康重庆 , 姚良忠 . 高比例可再生能源电力系统的关键科学问题与理论研究框架 [J]. 电力系统自动化 , 2017 , 41 ( 9 ): 2 - 11 .
KANG Chongqing , YAO Liangzhong . Key scientific issues and theoretical research framework for power systems with high proportion of renewable energy [J]. Automation of Electric Power Systems , 2017 , 41 ( 9 ): 2 - 11 .
谢小荣 , 马宁嘉 , 刘威 , 等 . 新型电力系统中储能应用功能的综述与展望 [J]. 中国电机工程学报 , 2023 , 43 ( 1 ): 158 - 168 .
XIE Xiaorong , MA Ningjia , LIU Wei , et al . Functions of energy storage in renewable energy dominated power systems: review and prospect [J]. Proceedings of the CSEE , 2023 , 43 ( 1 ): 158 - 168 .
HE G N , CHEN Q X , KANG C Q , et al . Cooperation of wind power and battery storage to provide frequency regulation in power markets [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 5 ): 3559 - 3568 .
SHI Y Y , XU B L , WANG D , et al . Using battery storage for peak shaving and frequency regulation: joint optimization for superlinear gains [J]. IEEE Transactions on Power Systems , 2017 , 33 ( 3 ): 2882 - 2894 .
CHEN W , QIU J , ZHAO J H , et al . Bargaining game-based profit allocation of virtual power plant in frequency regulation market considering battery cycle life [J]. IEEE Transactions on Smart Grid , 2021 , 12 ( 4 ): 2913 - 2928 .
麻秀范 , 陈静 , 余思雨 , 等 . 计及容量市场的用户侧储能优化配置研究 [J]. 电工技术学报 , 2020 , 35 ( 19 ): 4028 - 4037 .
MA Xiufan , CHEN Jing , YU Siyu , et al . Optimization of user-side energy storage considering capacity market [J]. Transactions of China Electrotechnical Society , 2020 , 35 ( 19 ): 4028 - 4037 .
丁逸行 , 徐青山 , 吕亚娟 , 等 . 考虑需量管理的用户侧储能优化配置 [J]. 电网技术 , 2019 , 43 ( 4 ): 1179 - 1186 .
DING Yixing , XU Qingshan , LÜ Yajuan , et al . Optimal configuration of user-side energy storage considering power demand management [J]. Power System Technology , 2019 , 43 ( 4 ): 1179 - 1186 .
李建林 , 方知进 , 谭宇良 , 等 . 电化学储能系统在整县制屋顶光伏中应用前景分析 [J]. 太阳能学报 , 2022 , 43 ( 4 ): 1 - 12 .
LI Jianlin , FANG Zhijin , TAN Yuliang , et al . Application prospect analysis of electrochemical energy storage technology in county-wide rooftop photovoltaic system [J]. Acta Energiae Solaris Sinica , 2022 , 43 ( 4 ): 1 - 12 .
程鑫 , 龚贤夫 , 周姝灿 , 等 . 缓解网络阻塞的储能规划综合评价 [J]. 高电压技术 , 2021 , 47 ( 7 ): 2624 - 2635 .
CHENG Xin , GONG Xianfu , ZHOU Shucan , et al . Comprehensive evaluation for energy storage planning to relieve network congestion [J]. High Voltage Engineering , 2021 , 47 ( 7 ): 2624 - 2635 .
李建林 , 袁晓冬 , 郁正纲 , 等 . 利用储能系统提升电网电能质量研究综述 [J]. 电力系统自动化 , 2019 , 43 ( 8 ): 15 - 24 .
LI Jianlin , YUAN Xiaodong , YU Zhenggang , et al . Comments on power quality enhancement research for power grid by energy storage system [J]. Automation of Electric Power Systems , 2019 , 43 ( 8 ): 15 - 24 .
卓振宇 , 张宁 , 谢小荣 , 等 . 高比例可再生能源电力系统关键技术及发展挑战 [J]. 电力系统自动化 , 2021 , 45 ( 9 ): 171 - 191 .
ZHUO Zhenyu , ZHANG Ning , XIE Xiaorong , et al . Key technologies and developing challenges of power system with high proportion of renewable energy [J]. Automation of Electric Power Systems , 2021 , 45 ( 9 ): 171 - 191 .
邱伟强 , 王茂春 , 林振智 , 等 . “双碳”目标下面向新能源消纳场景的共享储能综合评价 [J]. 电力自动化设备 , 2021 , 41 ( 10 ): 244 - 255 .
QIU Weiqiang , WANG Maochun , LIN Zhenzhi , et al . Comprehensive evaluation of shared energy storage towards new energy accommodation scenario under targets of carbon emission peak and carbon neutrality [J]. Electric Power Automation Equipment , 2021 , 41 ( 10 ): 244 - 255 .
国家发展改革委 , 国家能源局 . 关于印发《“十四五”新型储能发展实施方案》的通知 [EB/OL].[ 2024-08-27 ]. https://www.ndrc.gov.cn/xwdt/tzgg/202203/t20220321_1319773.html https://www.ndrc.gov.cn/xwdt/tzgg/202203/t20220321_1319773.html .
National Development and Reform Commission , National Energy Administration . Notice on issuing “the Implementation Plan for the Development of New Energy Storage During the 14th Five Year Plan Period ” [EB/OL]. [ 2024-08-27 ]. https://www.ndrc.gov.cn/xwdt/tzgg/202203/t20220321_1319773.html https://www.ndrc.gov.cn/xwdt/tzgg/202203/t20220321_1319773.html .
北极星储能网 . 国网再次明令严控电网投资、不得开展电网侧储能等项目建设 [EB/OL]. [ 2024-08-27 ]. https://news.bjx.com.cn/html/20191203/1025330.shtml https://news.bjx.com.cn/html/20191203/1025330.shtml .
North Star Energy Storage Website . State Grid has once again issued a clear order to strictly control power grid investment and prohibit the construction of power grid side energy storage projects [EB/OL]. [ 2024-08-27 ]. https://news.bjx.com.cn/html/20191203/1025330.shtml https://news.bjx.com.cn/html/20191203/1025330.shtml .
邱伟强 . 能源区块链环境下面向新能源消纳场景的共享储能信息共享与披露机制研究 [D]. 杭州 : 浙江大学 , 2023 .
QIU Weiqiang . Research on information disclosure and sharing mechanism of shared energy storage for renewable energy accommodation in energy blockchain environment [D]. Hangzhou : Zhejiang University , 2023 .
国家发展改革委 , 国家能源局 . 关于加快推动新型储能发展的指导意见 [EB/OL].[ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2021-07/15/c_1310079331.htm https://zfxxgk.nea.gov.cn/2021-07/15/c_1310079331.htm .
National Development and Reform Commission , National Energy Administration . Guiding opinions on accelerating the development of new energy storage [EB/OL]. [ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2021-07/15/c_1310079331.htm https://zfxxgk.nea.gov.cn/2021-07/15/c_1310079331.htm .
国家发展改革委 , 国家能源局 . 关于加快建设全国统一电力市场体系的指导意见 [EB/OL].[ 2024-08-27 ]. https://www.gov.cn/zhengce/zhengceku/2022-01/30/content_5671296.htm https://www.gov.cn/zhengce/zhengceku/2022-01/30/content_5671296.htm .
National Development and Reform Commission , National Energy Administration . Guiding opinions on accelerating the construction of a national unified power market system [EB/OL]. [ 2024-08-27 ]. https://www.gov.cn/zhengce/zhengceku/2022-01/30/content_5671296.htm https://www.gov.cn/zhengce/zhengceku/2022-01/30/content_5671296.htm .
国家发展改革委 , 国家能源局 . 关于印发《电力现货市场基本规则(试行)》的通知 [EB/OL].[ 2024-08-27 ]. https://www.gov.cn/gongbao/2023/issue_10846/202311/content_6917342.html https://www.gov.cn/gongbao/2023/issue_10846/202311/content_6917342.html .
National Development and Reform Commission , National Energy Administration . Notice on issuing “the Basic Rules for Power Spot Market (trial) ” [EB/OL]. [ 2024-08-27 ]. https://www.gov.cn/gongbao/2023/issue_10846/202311/content_6917342.html https://www.gov.cn/gongbao/2023/issue_10846/202311/content_6917342.html .
DAI R , ESMAEILBEIGI R , CHARKHGARD H . The utilization of shared energy storage in energy systems: a comprehensive review [J]. IEEE Transactions on Smart Grid , 2021 , 12 ( 4 ): 3163 - 3174 .
闫东翔 , 陈玥 . 共享储能商业模式和定价机制研究综述 [J]. 电力系统自动化 , 2022 , 46 ( 23 ): 178 - 191 .
YAN Dongxiang , CHEN Yue . Review on business model and pricing mechanism for shared energy storage [J]. Automation of Electric Power Systems , 2022 , 46 ( 23 ): 178 - 191 .
李笑竹 , 陈来军 , 杜锡力 , 等 . 发电侧共享储能运营机制与交易模式研究综述 [J]. 电气工程学报 , 2023 , 18 ( 1 ): 188 - 200 .
LI Xiaozhu , CHEN Laijun , DU Xili , et al . Research status and prospect of shared energy storage operation mechanism and trading mode on generation side [J]. Journal of Electrical Engineering , 2023 , 18 ( 1 ): 188 - 200 .
宋梦 , 林固静 , 蒙璟 , 等 . 共享储能关键技术与应用 [J]. 上海交通大学学报 , 2024 , 58 ( 5 ): 585 - 599 .
SONG Meng , LIN Gujing , MENG Jing , et al . Key technologies and applications of shared energy storage [J]. Journal of Shanghai Jiao Tong University , 2024 , 58 ( 5 ): 585 - 599 .
YANG S B , HU X K , WANG H L , et al . A prosumer-based energy sharing mechanism of active distribution network considering household energy storage [J]. IEEE Access , 2022 , 10 : 113839 - 113849 .
YANG Y Q , BREMNER S , MENICTAS C , et al . Modelling and optimal energy management for battery energy storage systems in renewable energy systems: a review [J]. Renewable and Sustainable Energy Reviews , 2022 , 167 : 112671 .
RAHMAN M M , ONI A O , GEMECHU E , et al . Assessment of energy storage technologies: a review [J]. Energy Conversion and Management , 2020 , 223 : 113295 .
郑志来 . 共享经济的成因、内涵与商业模式研究 [J]. 现代经济探讨 , 2016 ( 3 ): 32 - 36 .
ZHENG Zhilai . Research on the cause, connotation and business model of sharing economy [J]. Modern Economic Research , 2016 ( 3 ): 32 - 36 .
KONG S H , WANG Y C , XIE D . Battery energy scheduling and benefit distribution models under shared energy storage: a mini review [J]. Frontiers in Energy Research , 2023 , 11 : 1100214 .
朱宗耀 , 王秀丽 , 吴雄 , 等 . 考虑多场景规划的共享储能投资及运营分析 [J]. 电力系统自动化 , 2023 , 47 ( 7 ): 23 - 31 .
ZHU Zongyao , WANG Xiuli , WU Xiong , et al . Investment and operation analysis of shared energy storage considering multi-scenario planning [J]. Automation of Electric Power Systems , 2023 , 47 ( 7 ): 23 - 31 .
ZHANG W Y , ZHENG B S , WEI W , et al . Peer-to-peer transactive mechanism for residential shared energy storage [J]. Energy , 2022 , 246 : 123204 .
新华社 . 习近平主持召开中央财经委员会第九次会议 [EB/OL].[ 2024-08-27 ]. https://www.gov.cn/xinwen/2021-03/15/content_5593154.htm https://www.gov.cn/xinwen/2021-03/15/content_5593154.htm .
Xinhua News Agency . President Xi presides over the 9th meeting of the Central Committee for Finance and Economics [EB/OL]. [ 2024-08-27 ]. https://www.gov.cn/xinwen/2021-03/15/content_5593154.htm https://www.gov.cn/xinwen/2021-03/15/content_5593154.htm .
《新型电力系统发展蓝皮书》编写组 . 新型电力系统发展蓝皮书 [M]. 北京 : 中国电力出版社 , 2023 .
Compilation team for “Blue Book on Development of New Power Systems” . Blue book on development of new power systems [M]. Beijing : China Electric Power Press , 2023 .
国家发展改革委 , 国家能源局 . 关于加强新形势下电力系统稳定工作的指导意见 [EB/OL].[ 2024-08-27 ]. https://www.gov.cn/zhengce/zhengceku/202310/content_6912028.htm https://www.gov.cn/zhengce/zhengceku/202310/content_6912028.htm .
National Development and Reform Commission , National Energy Administration . Guiding opinions on strengthening the stability of the power system under the new situation [EB/OL]. [ 2024-08-27 ]. https://www.gov.cn/zhengce/zhengceku/202310/content_6912028.htm https://www.gov.cn/zhengce/zhengceku/202310/content_6912028.htm .
国家发展改革委 , 国家能源局 , 国家数据局 . 关于印发《加快构建新型电力系统行动方案(2024—2027年)》的通知) [EB/OL].[ 2024-08-27 ]. https://www.ndrc.gov.cn/xwdt/tzgg/202408/t20240806_1392260.html https://www.ndrc.gov.cn/xwdt/tzgg/202408/t20240806_1392260.html .
National Development and Reform Commission , National Energy Administration , National Data Administration . Notice on issuing “the Action Plan for Accelerating the Construction of New Power Systems ( 2024 — 2027 )”[EB/OL]. [ 2024-08-27 ]. https://www.ndrc.gov.cn/xwdt/tzgg/202408/t20240806_1392260.html https://www.ndrc.gov.cn/xwdt/tzgg/202408/t20240806_1392260.html .
胡江溢 , 杨高峰 , 宋兆欧 , 等 . 支持新型储能发展的国际政策与中国发展模式探讨 [J]. 电网技术 , 2024 , 48 ( 2 ): 469 - 480 .
HU Jiangyi , YANG Gaofeng , SONG Zhaoou , et al . Discussion on international policies supporting the development of new energy storage and China’s development model [J]. Power System Technology , 2024 , 48 ( 2 ): 469 - 480 .
国家发展改革委 . 关于进一步完善分时电价机制的通知 [EB/OL].[ 2024-08-27 ]. https://www.gov.cn/zhengce/zhengceku/2021-07/29/content_5628297.htm https://www.gov.cn/zhengce/zhengceku/2021-07/29/content_5628297.htm .
National Development and Reform Commission . Notice on further improving time-of-use pricing mechanism [EB/OL]. [ 2024-08-27 ]. https://www.gov.cn/zhengce/zhengceku/2021-07/29/content_5628297.htm https://www.gov.cn/zhengce/zhengceku/2021-07/29/content_5628297.htm .
国家能源局 . 关于印发《电力并网运行管理规定》的通知 [EB/OL].[ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391369.htm https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391369.htm .
National Energy Administration . Notice on issuing “Regulations on Management of Grid-connected Power Operations ”[EB/OL]. [ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391369.htm https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391369.htm .
国家能源局 . 关于印发《电力辅助服务管理办法》的通知 [EB/OL].[ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391161.htm https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391161.htm .
National Energy Administration . Notice on issuing “ Power Ancillary Services Management Measures” [EB/OL]. [ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391161.htm https://zfxxgk.nea.gov.cn/2021-12/21/c_1310391161.htm .
国家发展改革委 , 国家能源局 . 关于进一步推动新型储能参与电力市场和调度运用的通知 [EB/OL].[ 2024-08-27 ]. https://www.ndrc.gov.cn/xwdt/tzgg/202206/t20220607_1326855_ext.html https://www.ndrc.gov.cn/xwdt/tzgg/202206/t20220607_1326855_ext.html .
National Development and Reform Commission , National Energy Administration . Notice on “Further Promoting New Energy Storage to Participate in Power Markets and Dispatch Operations” [EB/OL]. [ 2024-08-27 ]. https://www.ndrc.gov.cn/xwdt/tzgg/202206/t20220607_1326855_ext.html https://www.ndrc.gov.cn/xwdt/tzgg/202206/t20220607_1326855_ext.html .
国家能源局 . 关于促进新型储能并网和调度运用的通知 [EB/OL].[ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2024-04/02/c_1310771072.htm https://zfxxgk.nea.gov.cn/2024-04/02/c_1310771072.htm .
National Energy Administration . Notice on promoting grid integration and dispatch of new energy storage [EB/OL]. [ 2024-08-27 ]. https://zfxxgk.nea.gov.cn/2024-04/02/c_1310771072.htm https://zfxxgk.nea.gov.cn/2024-04/02/c_1310771072.htm .
U.S. National Renewable Energy Laboratory . Federal tax incentives for energy storage systems [R]. Washington DC : <math id="M8"><mi mathvariant="normal">U</mi><mo>.</mo><mi mathvariant="normal">S</mi><mo>.</mo></math> https://html.publish.founderss.cn/rc-pub/api/common/picture?pictureId=87376681&type= 2.20133328 https://html.publish.founderss.cn/rc-pub/api/common/picture?pictureId=87376682&type= 5.58799982 National Renewable Energy Laboratory , 2020 .
Solar Energy Industries Association . Solar investment tax credit (ITC) 101 [EB/OL]. [ 2024-08-27 ]. https://www.seia.org/research-resources/solar-investment-tax-credit-itc-101 https://www.seia.org/research-resources/solar-investment-tax-credit-itc-101 .
The White House . The Build Back Better framework [EB/OL]. [ 2024-08-27 ]. https://www.whitehouse.gov/build-back-better/ https://www.whitehouse.gov/build-back-better/ .
Massachusetts Department of Energy Resources . Solar Massachusetts renewable target (SMART) [EB/OL]. [ 2024-08-27 ]. https://www.mass.gov/solar-massachusetts-renewa ble-target-smart https://www.mass.gov/solar-massachusetts-renewable-target-smart .
California Public Utilities Commission . Net energy metering and net billing [EB/OL]. [ 2024-08-27 ]. https://www.cpuc.ca.gov/industries-and-topics/electrical-energy/demand-side-management/customer-generation/net-energy-metering-and-net-billing https://www.cpuc.ca.gov/industries-and-topics/electrical-energy/demand-side-management/customer-generation/net-energy-metering-and-net-billing .
The Federal Energy Regulatory Commission . Electric storage participation in markets operated by regional transmission organizations and independent system operators [EB/OL]. [ 2024-08-27 ]. https://www.ferc.gov/media/order-no-841 https://www.ferc.gov/media/order-no-841 .
The Federal Energy Regulatory Commission . FERC opens wholesale markets to distributed resources: landmark action breaks down barriers to emerging technologies, boosts competition [EB/OL]. [ 2024-08-27 ]. https://www.ferc.gov/news-events/news/ferc-opens-wholesale-markets-distributed-resources-landmark-action-breaks-down https://www.ferc.gov/news-events/news/ferc-opens-wholesale-markets-distributed-resources-landmark-action-breaks-down .
The Federal Energy Regulatory Commission . FERC strengthens Order No. 1920 with expanded state provisions [EB/OL]. [ 2024-08-27 ]. https://www.ferc.gov/news-events/news/ferc-strengthens-order-no-1920-expanded-state-provisions https://www.ferc.gov/news-events/news/ferc-strengthens-order-no-1920-expanded-state-provisions .
The Office of Gas and Electricity Markets . Upgrading our energy system: smart systems and flexibility plan [R]. London : Department for Business, Energy and Industrial Strategy, The Office of Gas and Electricity Markets , 2016 .
The Faraday Institution . Faraday battery challenge [EB/OL]. [ 2024-08-27 ]. https://www.faraday.ac.uk/the-faraday-battery-challenge/ https://www.faraday.ac.uk/the-faraday-battery-challenge/ .
UK battery strategy [EB/OL]. [ 2024-08-27 ]. https://www.gov.uk/government/publications/uk-battery-strategy https://www.gov.uk/government/publications/uk-battery-strategy .
Community Energy England . Community energy fund [EB/OL]. [ 2024-08-27 ]. https://communityenergyengland.org/pages/community-energy-fund/ https://communityenergyengland.org/pages/community-energy-fund/ .
WALKER A , KWON S . Analysis on impact of shared energy storage in residential community: individual versus shared energy storage [J]. Applied Energy , 2021 , 282 : 116172 .
ZHANG W Y , WEI W , CHEN L J , et al . Service pricing and load dispatch of residential shared energy storage unit [J]. Energy , 2020 , 202 : 117543 .
MÜLLER S C , WELPE I M . Sharing electricity storage at the community level: an empirical analysis of potential business models and barriers [J]. Energy Policy , 2018 , 118 : 492 - 503 .
YANG Y , HU G Q , SPANOS C J . Optimal sharing and fair cost allocation of community energy storage [J]. IEEE Transactions on Smart Grid , 2021 , 12 ( 5 ): 4185 - 4194 .
李世春 , 苏凌杰 , 罗林华 , 等 . 风电集群汇集的共享储能虚拟惯量补偿控制策略 [J]. 电力系统及其自动化学报 , 2024 , 36 ( 10 ): 60 - 68 .
LI Shichun , SU Lingjie , LUO Linhua , et al . Virtual inertia compensation control strategy of shared energy storage for wind power cluster integration [J]. Proceedings of the CSU-EPSA , 2024 , 36 ( 10 ): 60 - 68 .
孙偲 , 陈来军 , 邱欣杰 , 等 . 基于合作博弈的发电侧共享储能规划模型 [J]. 全球能源互联网 , 2019 , 2 ( 4 ): 360 - 366 .
SUN Si , CHEN Laijun , QIU Xinjie , et al . Shared energy storage planning model for power generation based on cooperative game [J]. Global Energy Interconnection , 2019 , 2 ( 4 ): 360 - 366 .
苏鹏博 . 新能源集群电源侧共享储能的优化配置与优化运行研究 [D]. 西安 : 西安理工大学 , 2023 .
SU Pengbo . Research on optimal configuration and operation of shared energy storage on power supply side of new energy cluster [D]. Xi’an : Xi’an University of Technology , 2023 .
李振坤 , 徐琛 , 张智泉 . 含共享氢储能的园区综合能源微电网群低碳协同运行 [J]. 上海电力大学学报 , 2023 , 39 ( 5 ): 415 - 425 .
LI Zhenkun , XU Chen , ZHANG Zhiquan . Low-carbon coordinated operation of a park-integrated energy microgrid group with shared hydrogen energy storage [J]. Journal of Shanghai University of Electric Power , 2023 , 39 ( 5 ): 415 - 425 .
刘亚锦 , 代航 , 刘志坚 , 等 . 面向多类型工业用户的分散式共享储能配置及投资效益分析 [J]. 电力自动化设备 , 2021 , 41 ( 10 ): 256 - 264 .
LIU Yajin , DAI Hang , LIU Zhijian , et al . Configuration and investment benefit analysis of decentralized shared energy storage for multiple types of industrial users [J]. Electric Power Automation Equipment , 2021 , 41 ( 10 ): 256 - 264 .
LIU J C , CHEN X , XIANG Y , et al . Optimal planning and investment benefit analysis of shared energy storage for electricity retailers [J]. International Journal of Electrical Power & Energy Systems , 2021 , 126 : 106561 .
唐西胜 , 李伟 , 沈晓东 . 面向新型电力系统的储能规划方法研究进展及展望 [J]. 电力系统自动化 , 2024 , 48 ( 9 ): 178 - 191 .
TANG Xisheng , LI Wei , SHEN Xiaodong . Research progress and prospect of energy storage planning method for new power system [J]. Automation of Electric Power Systems , 2024 , 48 ( 9 ): 178 - 191 .
JO J , PARK J . Demand-side management with shared energy storage system in smart grid [J]. IEEE Transactions on Smart Grid , 2020 , 11 ( 5 ): 4466 - 4476 .
DIMITROV P , PIRODDI L , PRANDINI M . Distributed allocation of a shared energy storage system in a microgrid [C]// 2016 American Control Conference (ACC) , July 6-8 , 2016 , Boston, USA : 3551 - 3556 .
徐艳春 , 刘海权 , 孙思涵 , 等 . 计及需求响应和共享储能的多微网系统双层优化调度 [J]. 电力自动化设备 , 2023 , 43 ( 6 ): 18 - 26 .
XU Yanchun , LIU Haiquan , SUN Sihan , et al . Bi-level optimal scheduling of multi-microgrid system considering demand response and shared energy storage [J]. Electric Power Automation Equipment , 2023 , 43 ( 6 ): 18 - 26 .
YAN X H , GU C H , WYMAN-PAIN H , et al . Capacity share optimization for multiservice energy storage management under portfolio theory [J]. IEEE Transactions on Industrial Electronics , 2019 , 66 ( 2 ): 1598 - 1607 .
胡亚春 , 窦震海 , 张志一 , 等 . 基于分布鲁棒和改进纳什谈判的多微网-共享储能运行优化策略 [J]. 电力建设 , 2024 , 45 ( 7 ): 100 - 112 .
HU Yachun , DOU Zhenhai , ZHANG Zhiyi , et al . Multi-microgrid and shared energy storage operation optimization strategy based on distributionally robust and improved Nash bargaining [J]. Electric Power Construction , 2024 , 45 ( 7 ): 100 - 112 .
CHEN C M , LI Y , QIU W Q , et al . Cooperative-game-based day-ahead scheduling of local integrated energy systems with shared energy storage [J]. IEEE Transactions on Sustainable Energy , 2022 , 13 ( 4 ): 1994 - 2011 .
王继东 , 许秋铭 , 黄婷 , 等 . 含共享储能的数据中心微网群分布式优化调度 [J]. 电网技术 , 2024 , 48 ( 8 ): 3238 - 3247 .
WANG Jidong , XU Qiuming , HUANG Ting , et al . Distributed optimal scheduling of data center microgrids cluster with shared energy storage [J]. Power System Technology , 2024 , 48 ( 8 ): 3238 - 3247 .
余兴兴 , 李元诚 , 王庆乐 , 等 . 基于联邦强化学习的社区共享储能日前调度 [J]. 中国电机工程学报 , 2024 , 44 ( 20 ): 8103 - 8113 .
YU Xingxing , LI Yuancheng , WANG Qingle , et al . Day-ahead scheduling of community shared energy storage based on federated reinforcement learning [J]. Proceedings of the CSEE , 2024 , 44 ( 20 ): 8103 - 8113 .
李越 . 基于用户侧储能系统的电力负荷优化调度研究 [D]. 杭州 : 浙江大学 , 2018 .
LI Yue . Research on optimal dispatching of power load based on user-side energy storage system [D]. Hangzhou : Zhejiang University , 2018 .
臧云帆 , 夏晟 , 李嘉文 , 等 . 含共享储能的微电网群分布鲁棒博弈优化调度方法 [J]. 电力系统保护与控制 , 2023 , 51 ( 24 ): 90 - 101 .
ZANG Yunfan , XIA Sheng , LI Jiawen , et al . A robust game optimization scheduling method for shared energy storage micro electric network group distribution [J]. Power System Protection and Control , 2023 , 51 ( 24 ): 90 - 101 .
刘继春 , 陈雪 , 向月 , 等 . 考虑用电形态相似度的多用户共享储能投资决策 [J]. 全球能源互联网 , 2021 , 4 ( 1 ): 95 - 104 .
LIU Jichun , CHEN Xue , XIANG Yue , et al . Investment decision of multi-user shared energy storage considering electricity usage similarity [J]. Global Energy Interconnection , 2021 , 4 ( 1 ): 95 - 104 .
陈寒阳 , 刘洋 , 许立雄 , 等 . 考虑容量削减的居民用户共享储能优化配置 [J]. 电力建设 , 2023 , 44 ( 9 ): 43 - 57 .
CHEN Hanyang , LIU Yang , XU Lixiong , et al . Optimal configuration of shared energy storage on residential user side considering capacity reduction [J]. Electric Power Construction , 2023 , 44 ( 9 ): 43 - 57 .
LONG Y , XU T T , CUI X S , et al . Research on optimal configuration method of shared energy storage for industrial users based on day-ahead scheduling [C]// 2022 4th International Conference on Electrical Engineering and Control Technologies (CEECT) , December 16-18 , 2022 , Shanghai, China : 414 - 418 .
刘轶涵 , 徐青山 , 杨永标 , 等 . 计及配电网潮流约束下基于广义纳什议价理论的工业用户共享储能配置 [J]. 电网技术 , 2023 , 47 ( 2 ): 571 - 583 .
LIU Yihan , XU Qingshan , YANG Yongbiao , et al . Distribution network power flow constrained shared energy storage configuration for industrial consumers based on generalized Nash bargaining theory [J]. Power System Technology , 2023 , 47 ( 2 ): 571 - 583 .
吴云芸 , 方家琨 , 艾小猛 , 等 . 计及需求响应的数据中心联盟共享储能规划 [J]. 电力系统自动化 , 2023 , 47 ( 7 ): 42 - 50 .
WU Yunyun , FANG Jiakun , AI Xiaomeng , et al . Shared energy storage planning for data center alliance considering demand response [J]. Automation of Electric Power Systems , 2023 , 47 ( 7 ): 42 - 50 .
刘继春 , 陈雪 , 向月 . 考虑共享模式的市场机制下售电公司储能优化配置及投资效益分析 [J]. 电网技术 , 2020 , 44 ( 5 ): 1740 - 1749 .
LIU Jichun , CHEN Xue , XIANG Yue . Optimal sizing and investment benefit analysis for energy storage of electricity retailers under market mechanisms considering shared mode [J]. Power System Technology , 2020 , 44 ( 5 ): 1740 - 1749 .
LI L X , CAO X L , ZHANG S . Shared energy storage system for prosumers in a community: investment decision, economic operation, and benefits allocation under a cost-effective way [J]. Journal of Energy Storage , 2022 , 50 : 104710 .
王再闯 , 陈来军 , 李笑竹 , 等 . 基于合作博弈的产消者社区分布式光伏与共享储能容量优化 [J]. 电工技术学报 , 2022 , 37 ( 23 ): 5922 - 5932 .
WANG Zaichuang , CHEN Laijun , LI Xiaozhu , et al . Capacity optimization of distributed PV and shared energy storage of prosumer community based on cooperative game [J]. Transactions of China Electrotechnical Society , 2022 , 37 ( 23 ): 5922 - 5932 .
谢雨龙 , 罗逸飏 , 李智威 , 等 . 考虑微网新能源经济消纳的共享储能优化配置 [J]. 高电压技术 , 2022 , 48 ( 11 ): 4403 - 4412 .
XIE Yulong , LUO Yiyang , LI Zhiwei , et al . Optimal allocation of shared energy storage considering the economic consumption of microgrid new energy [J]. High Voltage Engineering , 2022 , 48 ( 11 ): 4403 - 4412 .
王亚武 , 黄淳驿 , 王承民 , 等 . 市场环境下考虑全周期经济效益的工业园区共享储能优化配置 [J]. 电力系统自动化 , 2024 , 48 ( 10 ): 129 - 138 .
WANG Yawu , HUANG Chunyi , WANG Chengmin , et al . Optimal configuration of shared energy storage in industrial park considering full-cycle economic benefits in electricity market environment [J]. Automation of Electric Power Systems , 2024 , 48 ( 10 ): 129 - 138 .
李咸善 , 解仕杰 , 方子健 , 等 . 多微电网共享储能的优化配置及其成本分摊 [J]. 电力自动化设备 , 2021 , 41 ( 10 ): 44 - 51 .
LI Xianshan , XIE Shijie , FANG Zijian , et al . Optimal configuration of shared energy storage for multi-microgrid and its cost allocation [J]. Electric Power Automation Equipment , 2021 , 41 ( 10 ): 44 - 51 .
蒋从伟 , 欧庆和 , 吴仲超 , 等 . 基于联盟博弈的多微网共享储能联合配置与优化 [J]. 中国电力 , 2022 , 55 ( 12 ): 11 - 21 .
JIANG Congwei , OU Qinghe , WU Zhongchao , et al . Joint configuration and optimization of multi-microgrid shared energy storage based on coalition game [J]. Electric Power , 2022 , 55 ( 12 ): 11 - 21 .
简川黔 , 刘继春 , 蒲天骄 , 等 . 共建共享模式下考虑需求响应的多售电主体风光储容量优化方法 [J]. 电力自动化设备 , 2021 , 41 ( 9 ): 206 - 214 .
JIAN Chuanqian , LIU Jichun , PU Tianjiao , et al . Wind-photovoltaic-storage capacity optimization method for multiple electricity sell entities considering demand response under co-construction and sharing mode [J]. Electric Power Automation Equipment , 2021 , 41 ( 9 ): 206 - 214 .
李笑竹 , 陈来军 , 殷骏 , 等 . 面向低碳供能的多园区共享氢储能系统容量规划 [J]. 高电压技术 , 2022 , 48 ( 7 ): 2534 - 2544 .
LI Xiaozhu , CHEN Laijun , YIN Jun , et al . Capacity planning of multiple parks shared hydrogen energy storage system for low-carbon energy supply [J]. High Voltage Engineering , 2022 , 48 ( 7 ): 2534 - 2544 .
王娟 , 曾国辉 , 黄勃 , 等 . 考虑退役电池梯次利用的多微网共享储能优化配置 [J/OL]. 电源学报 [ 2024-08-27 ]. http://kns.cnki.net/kcms/detail/12.1420.tm.20230720.1459.002.html http://kns.cnki.net/kcms/detail/12.1420.tm.20230720.1459.002.html .
WANG Juan , ZENG Guohui , HUANG Bo , et al . Optimization configuration of shared energy storage considering retired battery cascade utilization for multiple microgrids [J/OL]. Journal of Power Sources [ 2024-08-27 ]. http://kns.cnki.net/kcms/detail/12.1420.tm.20230720.1459.002.html http://kns.cnki.net/kcms/detail/12.1420.tm.20230720.1459.002.html .
MOULIN H . Fair division and collective welfare [M]. Cambridge, USA : MIT Press , 2003 : 21 - 51 .
BIALEK J W , KATTUMAN P A . Proportional sharing assumption in tracing methodology [J]. IEE Proceedings-Generation, Transmission and Distribution , 2004 , 151 ( 4 ): 526 .
董保民 , 王运通 , 郭桂霞 . 合作博弈论:解与成本分摊 [M]. 北京 : 中国市场出版社 , 2008 : 59 - 82 .
DONG Baomin , WANG Yuntong , GUO Guixia . Cooperative game theory: solutions and cost sharing [M]. Beijing : China Market Press , 2008 : 59 - 82 .
DABBAGH S R , SHEIKH-EL-ESLAMI M K . Risk-based profit allocation to DERs integrated with a virtual power plant using cooperative game theory [J]. Electric Power Systems Research , 2015 , 121 : 368 - 378 .
AZAD-FARSANI E , AGAH S M M , ASKARIAN-ABYANEH H , et al . Stochastic LMP (locational marginal price) calculation method in distribution systems to minimize loss and emission based on Shapley value and two-point estimate method [J]. Energy , 2016 , 107 : 396 - 408 .
YE F , LI Y N , XU X J , et al . Research on supply chain inventory optimization and benefit coordination with controllable lead time [J]. Journal of Service Science and Management , 2008 , 1 ( 1 ): 21 - 28 .
WANG Y , ZHANG S L , ASSOGBA K , et al . Economic and environmental evaluations in the two-echelon collaborative multiple centers vehicle routing optimization [J]. Journal of Cleaner Production , 2018 , 197 : 443 - 461 .
FREIRE L , STREET A , LIMA D A , et al . A hybrid MILP and Benders decomposition approach to find the nucleolus quota allocation for a renewable energy portfolio [J]. IEEE Transactions on Power Systems , 2015 , 30 ( 6 ): 3265 - 3275 .
ZHANG R F , JIANG T , LI F X , et al . Coordinated bidding strategy of wind farms and power-to-gas facilities using a cooperative game approach [J]. IEEE Transactions on Sustainable Energy , 2020 , 11 ( 4 ): 2545 - 2555 .
KHALOIE H , TOUBEAU J F , VALLÉE F , et al . An innovative coalitional trading model for a biomass power plant paired with green energy resources [J]. IEEE Transactions on Sustainable Energy , 2022 , 13 ( 2 ): 892 - 904 .
ZHANG H L , ZHOU S Y , GU W , et al . Optimal operation of micro-energy grids considering shared energy storage systems and balanced profit allocations [J]. CSEE Journal of Power and Energy Systems , 2023 , 9 ( 1 ): 254 - 271 .
ZHANG T H , ZHAI X L , OIU W , et al . Robust-based market bidding strategy and profit allocation method for the alliance of wind power generators considering shared energy storage [C]// 2022 IEEE Symposium Series on Computational Intelligence (SSCI) , December 4-7 , 2022 , Singapore : 1356 - 1361 .
张桂红 , 刘飞 , 田旭 , 等 . 基于用户点对点交易的共享储能协同优化策略 [J]. 南方电网技术 , 2023 , 17 ( 8 ): 143 - 151 .
ZHANG Guihong , LIU Fei , TIAN Xu , et al . Collaborative optimization strategy of shared energy storage based on user point-to-point transaction [J]. Southern Power System Technology , 2023 , 17 ( 8 ): 143 - 151 .
ZHENG B S , WEI W , CHEN Y , et al . A peer-to-peer energy trading market embedded with residential shared energy storage units [J]. Applied Energy , 2022 , 308 : 118400 .
CAO S M , ZHANG H L , CAO K , et al . Day-ahead economic optimal dispatch of microgrid cluster considering shared energy storage system and P2P transaction [J]. Frontiers in Energy Research , 2021 , 9 : 645017 .
冀瑞强 , 胡健 , 张晓杰 . 基于合作博弈的城市楼宇集群分布式储能容量共享 [J]. 电力建设 , 2024 , 45 ( 2 ): 115 - 126 .
JI Ruiqiang , HU Jian , ZHANG Xiaojie . Energy storage capacity sharing of urban building cluster based on cooperative game [J]. Electric Power Construction , 2024 , 45 ( 2 ): 115 - 126 .
ARYANEZHAD M . A robust game-theoretic optimization model for battery energy storage in multi-microgrids by considering of renewable based DGs uncertainty [J]. Electric Power Systems Research , 2022 , 204 : 107591 .
郝艺博 , 杜锡力 , 李笑竹 , 等 . 考虑储能性能差异的新能源场站群共享储能交易模式 [J]. 发电技术 , 2022 , 43 ( 5 ): 687 - 697 .
HAO Yibo , DU Xili , LI Xiaozhu , et al . Shared energy storage trading mode of new energy station group considering energy storage performance difference [J]. Power Generation Technology , 2022 , 43 ( 5 ): 687 - 697 .
胡龙 , 方八零 , 樊飞龙 , 等 . 用户-基站-充电站能量共享、互动优化方法及在园区中的应用 [J/OL]. 上海交通大学学报 [ 2024-08-27 ]. https://doi.org/10.16183/j.cnki.jsjtu.2023.407 https://doi.org/10.16183/j.cnki.jsjtu.2023.407 .
HU Long , FANG Baling , FAN Feilong , et al . Energy sharing and interaction optimization methods for users-base stations-charging stations and their application in parks [J/OL]. Journal of Shanghai Jiao Tong University [ 2024-08-27 ]. https://doi.org/10.16183/j.cnki.jsjtu.2023.407 https://doi.org/10.16183/j.cnki.jsjtu.2023.407 .
裴佑 , 裴哲义 , 邱伟强 , 等 . 基于区块链的共享储能联合调频分散交易机制设计 [J]. 电力自动化设备 , 2021 , 41 ( 10 ): 138 - 145 .
PEI You , PEI Zheyi , QIU Weiqiang , et al . Design of decentralized trading mechanism for shared energy storage joint frequency regulation based on blockchain [J]. Electric Power Automation Equipment , 2021 , 41 ( 10 ): 138 - 145 .
江昕玥 , 吕瑞扬 , 何洁 , 等 . 考虑不完全信息披露的共享储能联合调频分散交易机制 [J]. 电力系统自动化 , 2023 , 47 ( 18 ): 68 - 79 .
JIANG Xinyue , LYU Ruiyang , HE Jie , et al . Decentralized trading mechanism for joint frequency regulation of shared energy storage considering incomplete information disclosure [J]. Automation of Electric Power Systems , 2023 , 47 ( 18 ): 68 - 79 .
WANG Y P , SAAD W , HAN Z , et al . A game-theoretic approach to energy trading in the smart grid [J]. IEEE Transactions on Smart Grid , 2014 , 5 ( 3 ): 1439 - 1450 .
罗博航 , 沈翔宇 . 基于区块链的共享储能联合市场竞价模型与交易机制 [J]. 电测与仪表 , 2022 , 59 ( 8 ): 30 - 38 .
LUO Bohang , SHEN Xiangyu . Bidding model and trading mechanism of shared energy storage joint market based on blockchain [J]. Electrical Measurement & Instrumentation , 2022 , 59 ( 8 ): 30 - 38 .
孙童 . 基于区块链技术的多微网共享储能能源交易研究 [D]. 大庆 : 东北石油大学 , 2022 .
SUN Tong . Research on multi-microgrid shared energy storage transaction based on blockchain technology [D]. Daqing : Northeast Petroleum University , 2022 .
林墨涵 , 刘佳 , 唐早 , 等 . 考虑多能耦合共享储能的微网多智能体混合博弈协调优化 [J]. 电力系统自动化 , 2024 , 48 ( 4 ): 132 - 141 .
LIN Mohan , LIU Jia , TANG Zao , et al . Coordinated optimization of mixed microgrid multi-agent game considering multi-energy coupled shared energy storage [J]. Automation of Electric Power Systems , 2024 , 48 ( 4 ): 132 - 141 .
谢连芳 , 张越 . 基于区块链技术的微电网市场多元储能共享协调优化运行 [J]. 电力系统及其自动化学报 , 2023 , 35 ( 8 ): 94 - 102 .
XIE Lianfang , ZHANG Yue . Coordinated and optimized operation of multiple energy storage sharing in microgrid market based on blockchain technology [J]. Proceedings of the CSU-EPSA , 2023 , 35 ( 8 ): 94 - 102 .
李培春 , 孙威 , 袁昊 , 等 . 基于广义纳什议价理论的分布式储能双层共享运行优化 [J]. 上海电力大学学报 , 2023 , 39 ( 6 ): 549 - 556 .
LI Peichun , SUN Wei , YUAN Hao , et al . Multi-community distributed energy storage sharing operation optimization based on generalized Nash bargaining theory [J]. Journal of Shanghai University of Electric Power , 2023 , 39 ( 6 ): 549 - 556 .
李笑竹 , 陈来军 , 杜锡力 , 等 . 考虑退役动力电池衰减特性的新能源场站群共享储能长期规划配置 [J]. 太阳能学报 , 2022 , 43 ( 5 ): 499 - 509 .
LI Xiaozhu , CHEN Laijun , DU Xili , et al . Study on long-term planning of shared energy storage at power generation considering attenuation characteristics of retired power batteries [J]. Acta Energiae Solaris Sinica , 2022 , 43 ( 5 ): 499 - 509 .
LIU J K , ZHANG N , KANG C Q , et al . Cloud energy storage for residential and small commercial consumers: a business case study [J]. Applied Energy , 2017 , 188 : 226 - 236 .
康重庆 , 刘静琨 , 张宁 . 未来电力系统储能的新形态:云储能 [J]. 电力系统自动化 , 2017 , 41 ( 21 ): 2 - 8 .
KANG Chongqing , LIU Jingkun , ZHANG Ning . A new form of energy storage in future power system: cloud energy storage [J]. Automation of Electric Power Systems , 2017 , 41 ( 21 ): 2 - 8 .
LIU J K , ZHANG N , KANG C Q , et al . Decision-making models for the participants in cloud energy storage [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 6 ): 5512 - 5521 .
李姚旺 , 张宁 , 张世旭 , 等 . 面向电力系统的多能源云储能模式:基本概念与研究展望 [J]. 中国电机工程学报 , 2023 , 43 ( 6 ): 2179 - 2190 .
LI Yaowang , ZHANG Ning , ZHANG Shixu , et al . Multi-energy cloud energy storage for power systems: basic concepts and research prospects [J]. Proceedings of the CSEE , 2023 , 43 ( 6 ): 2179 - 2190 .
陈昌铭 , 张群 , 黄亦昕 , 等 . 考虑最优建设时序和云储能的园区综合能源系统优化配置方法 [J]. 电力系统自动化 , 2022 , 46 ( 2 ): 24 - 32 .
CHEN Changming , ZHANG Qun , HUANG Yixin , et al . Optimal configuration method of park-level integrated energy system considering optimal construction time sequence and cloud energy storage [J]. Automation of Electric Power Systems , 2022 , 46 ( 2 ): 24 - 32 .
崔宜琳 . 共享储能运营模式及经济评估方法研究 [D]. 北京 : 北方工业大学 , 2023 .
CUI Yilin . Research on the operation mode and economic evaluation method of shared energy storage [D]. Beijing : North China University of Technology , 2023 .
吕斌 , 黄丹 , 丁宏 , 等 . 基于共享储能的台区多元负荷协同控制策略 [J]. 电力自动化设备 , 2024 , 44 ( 1 ): 32 - 39 .
LÜ Bin , HUANG Dan , DING Hong , et al . Multivariate load collaborative control strategy in transformer district based on shared energy storage [J]. Electric Power Automation Equipment , 2024 , 44 ( 1 ): 32 - 39 .
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 .
王仕俊 , 平常 , 薛国斌 . 考虑共享储能的社区综合能源系统协同优化研究 [J]. 中国电力 , 2018 , 51 ( 8 ): 77 - 84 .
WANG Shijun , PING Chang , XUE Guobin . Synergic optimization of community energy Internet considering the shared energy storage [J]. Electric Power , 2018 , 51 ( 8 ): 77 - 84 .
马康超 . 考虑共享储能与综合需求响应的多区域多能流耦合系统优化调度研究 [D]. 西安 : 西安理工大学 , 2023 .
MA Kangchao . Research on optimal scheduling of multi-region multi-energy flow coupling interconnection system considering shared energy storage and integrated demand response [D]. <math id="M9"><mi mathvariant="normal">X</mi><mi mathvariant="normal">i</mi><mi mathvariant="normal">’</mi><mi mathvariant="normal">a</mi><mi mathvariant="normal">n</mi></math> https://html.publish.founderss.cn/rc-pub/api/common/picture?pictureId=87376712&type= 2.28600001 https://html.publish.founderss.cn/rc-pub/api/common/picture?pictureId=87376713&type= 6.77333355 : Xi’an University of Technology , 2023 .
许小峰 . 考虑平衡调节需求的共享储能服务模式及优化策略研究 [D]. 北京 : 华北电力大学 , 2023 .
XU Xiaofeng . Research on the shared energy storage service model and optimization strategy considering balancing and regulating demand [D]. Beijing : North China Electric Power University , 2023 .
CHEN T , YANG J J , JIANG W , et al . Optimal configuration of energy storage capacity in wind farms based on cloud energy storage service [J]. IET Renewable Power Generation , 2022 , 16 ( 1 ): 211 - 222 .
JIANG L L , ZHOU R J , ZHU J S , et al . Electricity charge saved for industrial and commercial utilizing cloud energy storage services [C]// 2019 IEEE 3rd Conference on Energy Internet and Energy System Integration (EI2) , November 8-10 , 2019 , Changsha, China : 1113 - 1116 .
张思远 , 钟浩 . 聚合用户储能的云储能容量配置与定价 [J]. 南方电网技术 , 2022 , 16 ( 11 ): 9 - 19 .
ZHANG Siyuan , ZHONG Hao . Cloud energy storage capacity configuration for aggregated user energy storage and its transaction pricing [J]. Southern Power System Technology , 2022 , 16 ( 11 ): 9 - 19 .
朱佳男 , 艾芊 , 李嘉媚 . 基于分布鲁棒优化的广义共享储能容量配置方法 [J]. 电力系统自动化 , 2024 , 48 ( 8 ): 185 - 194 .
ZHU Jianan , AI Qian , LI Jiamei . Capacity allocation method for generalized shared energy storage based on distributionally robust optimization [J]. Automation of Electric Power Systems , 2024 , 48 ( 8 ): 185 - 194 .
WANG J X , XU Z , SUN Y H , et al . Optimal configuration and pricing strategies for electric-heat cloud energy storage: a Stackelberg game approach [J]. Sustainable Energy Technologies and Assessments , 2022 , 53 : 102596 .
张世旭 , 李姚旺 , 刘伟生 , 等 . 面向微电网群的云储能经济-低碳-可靠多目标优化配置方法 [J]. 电力系统自动化 , 2024 , 48 ( 1 ): 21 - 30 .
ZHANG Shixu , LI Yaowang , LIU Weisheng , et al . Economic, low-carbon and reliable multi-objective optimal configuration method of cloud energy storage for microgrid clusters [J]. Automation of Electric Power Systems , 2024 , 48 ( 1 ): 21 - 30 .
CHEN C M , ZHU Y Q , ZHANG T H , et al . Two-stage multiple cooperative games-based joint planning for shared energy storage provider and local integrated energy systems [J]. Energy , 2023 , 284 : 129114 .
宫瑶 , 张婕 , 孙伟卿 . 基于功率权与容量权解耦的共享储能组合拍卖机制 [J]. 电工技术学报 , 2022 , 37 ( 23 ): 6041 - 6053 .
GONG Yao , ZHANG Jie , SUN Weiqing . Auction mechanism for shared energy storage system portfolios based on decoupling power and capacity rights [J]. Transactions of China Electrotechnical Society , 2022 , 37 ( 23 ): 6041 - 6053 .
方珺 , 何德 , 裴志刚 , 等 . 考虑定制电力违约风险的分布式储能分级定价策略 [J/OL]. 上海交通大学学报 [ 2024-08-27 ]. https://doi.org/10.16183/j.cnki.jsjtu.2023.481 https://doi.org/10.16183/j.cnki.jsjtu.2023.481 .
FANG Jun , HE De , PEI Zhigang , et al . Distributed energy storage tiered pricing strategy considering customized power default risk [J/OL]. Journal of Shanghai Jiao Tong University [ 2024-08-27 ]. https://doi.org/10.16183/j.cnki.jsjtu.2023.481 https://doi.org/10.16183/j.cnki.jsjtu.2023.481 .
喻颖倩 , 何川 , 刘天琪 , 等 . 计及储能调频与寿命损耗的多套餐共享储能主从博弈分布鲁棒定价方法研究 [J/OL]. 中国电机工程学报 [ 2024-08-27 ]. https://doi.org/10.13334/j.0258-8013.pcsee.231688 https://doi.org/10.13334/j.0258-8013.pcsee.231688 .
YU Yingqian , HE Chuan , LIU Tianqi , et al . Research on a robust distributed pricing method for shared energy storage based on frequency regulation and life cycle cost considering multiple service packages [J/OL]. Proceedings of the CSEE [ 2024-08-27 ]. https://doi.org/10.13334/j.0258-8013.pcsee.231688 https://doi.org/10.13334/j.0258-8013.pcsee.231688 .
马昱欣 , 胡泽春 , 刁锐 . 新能源场站共享储能提供调频服务的日前优化策略 [J]. 电网技术 , 2022 , 46 ( 10 ): 3857 - 3868 .
MA Yuxin , HU Zechun , DIAO Rui . Day-ahead optimization strategy for shared energy storage of renewable energy power stations to provide frequency regulation service [J]. Power System Technology , 2022 , 46 ( 10 ): 3857 - 3868 .
周天娇 , 周任军 , 黄婧杰 , 等 . 储能聚合商自营共享模式下电能交易方法 [J]. 电力自动化设备 , 2023 , 43 ( 5 ): 171 - 176 .
ZHOU Tianjiao , ZHOU Renjun , HUANG Jingjie , et al . Energy trading method of energy storage aggregators under self-operating and sharing mode [J]. Electric Power Automation Equipment , 2023 , 43 ( 5 ): 171 - 176 .
张巍 , 卢骧 . 点对点交易下储能聚合商共享自营多模式交易模型 [J]. 电力系统自动化 , 2022 , 46 ( 2 ): 15 - 23 .
ZHANG Wei , LU Xiang . Sharing and self-operating multi-mode trading model of energy storage aggregators with peer-to-peer trade [J]. Automation of Electric Power Systems , 2022 , 46 ( 2 ): 15 - 23 .
刘寅韬 , 江全元 , 耿光超 , 等 . 基于合作联盟的电化学储能共享模式研究 [J]. 电网技术 , 2024 , 48 ( 5 ): 1947 - 1956 .
LIU Yintao , JIANG Quanyuan , GENG Guangchao , et al . Sharing model of electrochemical energy storage based on cooperative alliance [J]. Power System Technology , 2024 , 48 ( 5 ): 1947 - 1956 .
李建林 , 崔宜琳 , 马速良 , 等 . 需求侧共享储能的运营模式优化及其经济效益分析研究 [J]. 电网技术 , 2022 , 46 ( 12 ): 4954 - 4969 .
LI Jianlin , CUI Yilin , MA Suliang , et al . Operation mode optimization and economic benefit analysis of demand-side shared energy storage [J]. Power System Technology , 2022 , 46 ( 12 ): 4954 - 4969 .
俞容江 , 陈致远 , 尹建兵 , 等 . 第三方投资共享储能电站商业模式及其经济性评价 [J]. 南方电网技术 , 2022 , 16 ( 4 ): 78 - 85 .
YU Rongjiang , CHEN Zhiyuan , YIN Jianbing , et al . Business model and economic evaluation of third-party invested and shared energy storage [J]. Southern Power System Technology , 2022 , 16 ( 4 ): 78 - 85 .
杨骏伟 , 夏云睿 , 王一 , 等 . 电力市场环境下储能使用权出清模型及定价方法 [J]. 电网技术 , 2020 , 44 ( 5 ): 1750 - 1759 .
YANG Junwei , XIA Yunrui , WANG Yi , et al . Clearing model and pricing rules of energy storage rights in electricity market [J]. Power System Technology , 2020 , 44 ( 5 ): 1750 - 1759 .
曹茜琳 . 基于纳什议价博弈的用户侧共享储能优化配置研究 [D]. 武汉 : 中国地质大学 , 2022 .
CAO Xilin . Research on optimal configuration of user-side shared energy storage based on Nash bargaining game [D]. Wuhan : China University of Geosciences , 2022 .
谢涵铮 , 刘友波 , 马超 , 等 . 计及参与成本贡献的用户侧云储能服务及其纳什议价模型 [J]. 电力自动化设备 , 2024 , 44 ( 2 ): 9 - 17 .
XIE Hanzheng , LIU Youbo , MA Chao , et al . User-side cloud energy storage service considering participation cost contribution and its Nash bargaining model [J]. Electric Power Automation Equipment , 2024 , 44 ( 2 ): 9 - 17 .
张程 , 罗玉锦 , 陈昌亮 . 考虑源荷不确定的多园区微网与共享储能电站协同优化运行 [J]. 电力系统保护与控制 , 2023 , 51 ( 24 ): 77 - 89 .
ZHANG Cheng , LUO Yujin , CHEN Changliang . Collaborative optimization operation of multi park microgrids and shared energy storage power stations considering source load uncertainty [J]. Power System Protection and Control , 2023 , 51 ( 24 ): 77 - 89 .
马云聪 , 武传涛 , 林湘宁 , 等 . 一种基于半分布式结构化拓扑的云储能点对点交易策略研究 [J]. 中国电机工程学报 , 2022 , 42 ( 21 ): 7731 - 7746 .
MA Yuncong , WU Chuantao , LIN Xiangning , et al . Research on peer-to-peer transaction strategy of cloud energy storage based on semi-distributed structured topology [J]. Proceedings of the CSEE , 2022 , 42 ( 21 ): 7731 - 7746 .
孙偲 , 郑天文 , 陈来军 , 等 . 基于组合双向拍卖的共享储能机制研究 [J]. 电网技术 , 2020 , 44 ( 5 ): 1732 - 1739 .
SUN Cai , ZHENG Tianwen , CHEN Laijun , et al . Energy storage sharing mechanism based on combinatorial double auction [J]. Power System Technology , 2020 , 44 ( 5 ): 1732 - 1739 .
武昭原 , 周明 , 王剑晓 , 等 . 基于组合拍卖的城市能源系统共享储能运行方法 [J]. 电力系统自动化 , 2022 , 46 ( 17 ): 83 - 90 .
WU Zhaoyuan , ZHOU Ming , WANG Jianxiao , et al . Operation method of shared energy storage for urban power energy based on combinatorial auction [J]. Automation of Electric Power Systems , 2022 , 46 ( 17 ): 83 - 90 .
嵇文路 , 廖英祺 , 荆江平 , 等 . 考虑热惯性的广义储能共享交易机制研究 [J]. 电力系统保护与控制 , 2023 , 51 ( 17 ): 178 - 186 .
JI Wenlu , LIAO Yingqi , JING Jiangping , et al . A generalized energy storage sharing mechanism considering thermal inertia [J]. Power System Protection and Control , 2023 , 51 ( 17 ): 178 - 186 .
潘一凡 , 李华强 , 王子峣 , 等 . 基于日前预测与日内运行储能动作偏差量的多园区分布式储能云服务交易机制设计 [J]. 电力自动化设备 , 2024 , 44 ( 8 ): 27 - 36 .
PAN Yifan , LI Huaqiang , WANG Ziyao , et al . Design of cloud service transaction mechanism for distributed energy storage in multi-park based on DAF-IDO energy storage action deviation quantity [J]. Electric Power Automation Equipment , 2024 , 44 ( 8 ): 27 - 36 .
张军 , 钟康骅 , 张勇军 , 等 . 基于混合博弈的多区域电-储共享运营模式与经济效益分析 [J]. 电力系统自动化 , 2024 , 48 ( 3 ): 31 - 41 .
ZHANG Jun , ZHONG Kanghua , ZHANG Yongjun , et al . Hybrid game based sharing operation mode for multi-regional electric power and energy storage and its economic benefit analysis [J]. Automation of Electric Power Systems , 2024 , 48 ( 3 ): 31 - 41 .
田欣 , 陈来军 , 李笑竹 , 等 . 基于主从博弈和改进Shapley值的分布式光伏社区共享储能优化运行策略 [J]. 电网技术 , 2023 , 47 ( 6 ): 2252 - 2261 .
TIAN Xin , CHEN Laijun , LI Xiaozhu , et al . Optimal scheduling for energy storage sharing among communities with photovoltaic resource based on Stackelberg game and improved Shapley value [J]. Power System Technology , 2023 , 47 ( 6 ): 2252 - 2261 .
张晓英 , 陈宝奇 , 马志程 , 等 . 基于主从博弈理论的热电联供型太阳能热发电站冬季优化运行研究 [J]. 太阳能学报 , 2023 , 44 ( 11 ): 155 - 165 .
ZHANG Xiaoying , CHEN Baoqi , MA Zhicheng , et al . Study on optimal operation of solar thermal power plant based on leader-follower game theory in winter [J]. Acta Energiae Solaris Sinica , 2023 , 44 ( 11 ): 155 - 165 .
ZHAO D W , WANG H , HUANG J W , et al . Virtual energy storage sharing and capacity allocation [J]. IEEE Transactions on Smart Grid , 2020 , 11 ( 2 ): 1112 - 1123 .
胡银龙 , 叶梓松 , 解振霖 , 等 . 基于机会约束的售电公司共享储能经济运行优化 [J]. 电力自动化设备 , 2024 , 44 ( 5 ): 44 - 50 .
HU Yinlong , YE Zisong , XIE Zhenlin , et al . Economic operation optimization of shared energy storage for electricity retailer based on chance constraint [J]. Electric Power Automation Equipment , 2024 , 44 ( 5 ): 44 - 50 .
刘敦楠 , 赵宁宁 , 李鹏飞 , 等 . 基于“共享储能-需求侧资源”联合跟踪可再生能源发电曲线的市场化消纳模式 [J]. 电网技术 , 2021 , 45 ( 7 ): 2791 - 2802 .
LIU Dunnan , ZHAO Ningning , LI Pengfei , et al . Market-oriented consumption model based on the joint tracking of renewable energy generation curve of “shared energy storage & demand side resources ”[J]. Power System Technology , 2021 , 45 ( 7 ): 2791 - 2802 .
彭大健 , 肖浩 , 裴玮 , 等 . 基于ADMM的共享储能参与电网辅助服务的分布式优化模型 [J]. 电力自动化设备 , 2024 , 44 ( 2 ): 1 - 8 .
PENG Dajian , XIAO Hao , PEI Wei , et al . Distributed optimization model of shared energy storage participating in power grid auxiliary service based on ADMM [J]. Electric Power Automation Equipment , 2024 , 44 ( 2 ): 1 - 8 .
陈曦 , 付文龙 , 张海荣 , 等 . 考虑新能源发电不确定性的含微电网群共享储能优化调度 [J]. 电网技术 , 2024 , 48 ( 1 ): 219 - 236 .
CHEN Xi , FU Wenlong , ZHANG Hairong , et al . Optimal dispatching strategy of shared energy storage with multi-microgrid considering uncertainty of new energy generation [J]. Power System Technology , 2024 , 48 ( 1 ): 219 - 236 .
李咸善 , 方子健 , 李飞 , 等 . 含多微电网租赁共享储能的配电网博弈优化调度 [J]. 中国电机工程学报 , 2022 , 42 ( 18 ): 6611 - 6625 .
LI Xianshan , FANG Zijian , LI Fei , et al . Game-based optimal dispatching strategy for distribution network with multiple microgrids leasing shared energy storage [J]. Proceedings of the CSEE , 2022 , 42 ( 18 ): 6611 - 6625 .
Allen . Gratis-strom speicherbetreiber dank econamic grid [EB/OL]. [ 2024-08-27 ]. https://www.haus.co/magazin/gratis-strom-fuer-speicherbetreiber-dank-econamic-grid/ https://www.haus.co/magazin/gratis-strom-fuer-speicherbetreiber-dank-econamic-grid/ .
Vorlesen . Projekt: Living Lab Walldorf [EB/OL]. [ 2024-08-27 ]. https://um.baden-wuerttemberg.de/de/umwelt-natur/nachhaltigkeit/nachhaltige-digitalisierung/projekte/living-lab-walldorf/ https://um.baden-wuerttemberg.de/de/umwelt-natur/nachhaltigkeit/nachhaltige-digitalisierung/projekte/living-lab-walldorf/ .
Andrew Cake . Mannheim becomes one of the world’s smartest cities [EB/OL]. [ 2024-08-27 ]. https://www.theneweconomy.com/business/mannheim-becomes-one-of-the-worlds-smartest-cities https://www.theneweconomy.com/business/mannheim-becomes-one-of-the-worlds-smartest-cities .
Andy Colthorpe . Pumped hydro and batteries combine at Engie’s new Bavaria project [EB/OL]. [ 2024-08-27 ]. https://www.energy-storage.news/pumped-hydro-and-batteries- combine-at-engies-newbavaria-project/ https://www.energy-storage.news/pumped-hydro-and-batteries-combine-at-engies-newbavaria-project/ .
Stucco . Stucco affordable student housing [EB/OL]. [ 2024-08-27 ]. http://www.stucco.org. au/solar/ http://www.stucco.org.au/solar/ .
Synergy . Alkimos beach energy trial [EB/OL]. [ 2024-08-27 ]. https://www.synergy.net.au/Our-energy/For-tomorrow/Previous-projects-and-trials/Alkimos-Beach-Energy-Storage- Trial https://www.synergy.net.au/Our-energy/For-tomorrow/Previous-projects-and-trials/Alkimos-Beach-Energy-Storage-Trial .
Clean Energy States Alliance . State leadership in clean energy: SMUD’s energy storage shares and smart energy optimizer programs [EB/OL]. [ 2024-08-27 ]. https://www.cesa.org/event/smud-energy-storageshares/ https://www.cesa.org/event/smud-energy-storageshares/ .
Australian Renewable Energy Agency . Advancing renewables program [EB/OL]. [ 2024-08-27 ]. https://arena.gov.au/projects/gannawarra-energy-storage-system/ https://arena.gov.au/projects/gannawarra-energy-storage-system/ .
中国储能网 . Zenobe Energy公司在苏格兰部署电池储能项目 [EB/OL].[ 2024-08-27 ]. https://cn.solarbe.com/news/2024 0206/85392.html https://cn.solarbe.com/news/20240206/85392.html .
China Energy Storage Network . Zenobe Energy deploys battery energy storage project in Scotland [EB/OL]. [ 2024-08-27 ]. https://cn.solarbe.com/news/20240206/85392.html https://cn.solarbe.com/news/20240206/85392.html .
Over 130 billion yuan! Overview of energy storage bid winning projects for the whole year of 2023 [EB/OL]. [ 2024-08-27 ]. https://baijiahao.baidu.com/s?id=179348907093 4607001&wfr=spider&for=pc https://baijiahao.baidu.com/s?id=1793489070934607001&wfr=spider&for=pc .
CHEN C M , LIU C , MA L Y , et al . Cooperative-game-based joint planning and cost allocation for multiple park-level integrated energy systems with shared energy storage [J]. Journal of Energy Storage , 2023 , 73 : 108861 .
ZHANG T H , CHEN C M , MA L Y , et al . Multi-step clustering and generalized Nash bargaining-based planning strategy of community-shared energy storage for large-scale prosumers [J]. IEEE Transactions on Sustainable Energy , 2024 , 15 ( 2 ): 1013 - 1027 .
ZHANG T H , CHEN C M , LI Z C , et al . Shared energy storage-assisted and tolerance-based alliance strategy for wind power generators based on cooperative game and resource dependence theories [J]. International Journal of Electrical Power & Energy Systems , 2024 , 155 : 109605 .
唐家俊 . 虚拟电厂联盟策略及匹配机制研究 [D]. 杭州 : 浙江大学 , 2023 .
TANG Jiajun . Research on alliance strategy and matching mechanism of virtual power plant [D]. Hangzhou : Zhejiang University , 2023 .
唐家俊 , 吴晓刚 , 张思 , 等 . 基于Gale-Shapley算法的虚拟电厂与分布式资源匹配机制 [J]. 电力系统自动化 , 2022 , 46 ( 18 ): 65 - 73 .
TANG Jiajun , WU Xiaogang , ZHANG Si , et al . Matching mechanism for virtual power plants and distributed energy resources based on Gale-Shapley algorithm [J]. Automation of Electric Power Systems , 2022 , 46 ( 18 ): 65 - 73 .
唐家俊 , 张智 , 杨莉 , 等 . 考虑地域优势及合作成本的增量配售电公司联盟策略 [J]. 电力系统自动化 , 2021 , 45 ( 20 ): 84 - 92 .
TANG Jiajun , ZHANG Zhi , YANG Li , et al . Alliance strategy for incremental distribution and retail companies considering geographical advantage and cooperation cost [J]. Automation of Electric Power Systems , 2021 , 45 ( 20 ): 84 - 92 .
姚建刚 , 付强 , 叶伦 , 等 . 考虑峰谷分时电价影响的变电站容量规划方法 [J]. 电力系统自动化 , 2017 , 41 ( 13 ): 53 - 61 .
YAO Jiangang , FU Qiang , YE Lun , et al . Substation capacity planning method considering influence of peak-valley time-of-use power price [J]. Automation of Electric Power Systems , 2017 , 41 ( 13 ): 53 - 61 .
ZHANG T H , QIU W Q , ZHANG Z , et al . Optimal bidding strategy and profit allocation method for shared energy storage-assisted VPP in joint energy and regulation markets [J]. Applied Energy , 2023 , 329 : 120158 .
XU C X , ZHANG T H , SI L J , et al . Stackelberg game-based three-stage optimal pricing and planning strategy for hybrid shared energy storage [J]. Frontiers in Energy Research , 2023 , 11 : 1273929 .
CHEN C M , WU X Y , LI Y , et al . Distributionally robust day-ahead scheduling of park-level integrated energy system considering generalized energy storages [J]. Applied Energy , 2021 , 302 : 117493 .
FARROKHIFAR M , NIE Y H , POZO D . Energy systems planning: a survey on models for integrated power and natural gas networks coordination [J]. Applied Energy , 2020 , 262 : 114567 .
徐筝 , 孙宏斌 , 郭庆来 . 综合需求响应研究综述及展望 [J]. 中国电机工程学报 , 2018 , 38 ( 24 ): 7194 - 7205 .
XU Zheng , SUN Hongbin , GUO Qinglai . Review and prospect of integrated demand response [J]. Proceedings of the CSEE , 2018 , 38 ( 24 ): 7194 - 7205 .
0
Views
1
下载量
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621