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1.浙江大学电气工程学院, 浙江省杭州市 310027
2.南瑞集团有限公司(国网电力科学研究院有限公司),江苏省南京市 211106
3.国网浙江省电力有限公司经济技术研究院,浙江省杭州市 310000
王一铮(1997—),男,硕士研究生,主要研究方向:综合能源系统规划运行、能量管理。E-mail:yizhengwang@zju.edu.cn
庞凯元(1996—),男,博士研究生,主要研究方向:电力系统恢复、电力信息物理系统优化运行。E-mail:kaiyuan.pang@zju.edu.cn
文福拴(1965—),男,通信作者,教授,博士生导师,主要研究方向:电力系统故障诊断与系统恢复、电力市场与电力经济、智能电网与电动汽车。E-mail:fushuan.wen@gmail.com
收稿日期:2020-03-27,
修回日期:2020-06-20,
网络出版日期:2020-07-24,
纸质出版日期:2020-08-25
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王一铮,庞凯元,文福拴等.促进用户侧能源转型的区域能源定价与管理策略[J].电力系统自动化,2020,44(16):21-29.
WANG Yizheng,PANG Kaiyuan,WEN Fushuan,et al.Regional Energy Pricing and Management Strategies for Promoting User-side Energy Transition[J].Automation of Electric Power Systems,2020,44(16):21-29.
王一铮,庞凯元,文福拴等.促进用户侧能源转型的区域能源定价与管理策略[J].电力系统自动化,2020,44(16):21-29. DOI: 10.7500/AEPS20200327001.
WANG Yizheng,PANG Kaiyuan,WEN Fushuan,et al.Regional Energy Pricing and Management Strategies for Promoting User-side Energy Transition[J].Automation of Electric Power Systems,2020,44(16):21-29. DOI: 10.7500/AEPS20200327001.
用户侧能源转型以终端电能替代和分布式可再生能源开发利用为主要途径,能够促进能源系统向清洁、低碳方向发展。在促进用户侧能源转型的背景下,研究了含多个决策主体的区域能源定价与管理策略。首先基于Stackelberg博弈提出了多主体交互的区域能源定价与管理机制。然后,基于用户收益对有限理性用户的激励特性,构建了包含能源供应者(ES)与多个用户代理(UA)的双层优化决策模型。在所构建的模型中,上层ES确定从能源生产者处购能的策略、所拥有设备的运行状态和能源价格,决策目标是出售能源的利润最大与出售化石能源的惩罚成本最小;下层各个UA分别根据能源价格配置电能替代设备,并调整用能策略,决策目标是各自投资与用能成本最低。接着,应用KKT(Karush-Kuhn-Tucker)条件以及强对偶理论、增量法、互补松弛条件转化方法,将非凸非线性的双层优化问题转化为单层的混合整数线性规划问题。最后,以某含有居民取暖热负荷、工业热负荷、燃油汽车和光伏发电资源的区域为例,说明所提策略的可行性与有效性。
The user-side energy transition takes electric energy substitution in consumption of end energy and the development and employment of distributed renewable energy generation as the main ways,which can promote the energy system to develop in a clean and lower-carbon way. In the background of promoting user-side energy transition
the regional energy pricing and management strategies containing multiple decision entries are addressed. Firstly, a mechanism for energy pricing and management is proposed based on the Stackelberg game considering the interactions among multiple decision entities. Secondly, a bi-level optimization model with an energy supplier (ES) and multiple user agents (UAs) included is established based on the incentives of user profits to bounded-rational UAs. In the presented model, the ES in the upper layer determines the energy procurement strategy from the energy producer, and operation states of self-owned devices as well as regional energy prices, with the objectives of maximizing the profits of energy sales and minimizing penalty costs of fossil energy sales. Each UA in the lower layer invests devices and adjusts energy consumption strategies according to energy prices, with an objective of minimizing the costs of investment and energy purchasing. Thirdly
this non-convex and non-linear bi-level optimization model is transformed into a mixed integer liner programming problem, by applying the Karush-Kuhn-Tucker (KKT) optimality condition, the strong duality theory
the incremental method and relaxation technology. Finally, an example of a certain region including residential heat load, industrial heat load, fossil-fueled vehicles and photovoltaic generation is employed to demonstrate the feasibility and effectiveness of the proposed method.
舒印彪 , 薛禹胜 , 蔡斌 , 等 . 关于能源转型分析的评述:(一)转型要素及研究范式 [J]. 电力系统自动化 , 2018 , 42 ( 9 ): 1 - 15 .
SHU Yinbiao , XUE Yusheng , CAI Bin , et al . A review of energy transition analysis: Part one elements and paradigms [J]. Automation of Electric Power Systems , 2018 , 42 ( 9 ): 1 - 15 .
SIMON B , GATIS B , ANTJE K , et al . Review of modelling energy transitions pathways with application to energy system flexibility [J]. Renewable and Sustainable Energy Reviews , 2019 , 101 : 440 - 452 .
CHERP A , VINICHENKO V , JEWELL J , et al . Integrating techno-economic, socio-technical and political perspectives on national energy transitions: a meta-theoretical framework [J]. Energy Research & Social Science , 2018 , 37 : 175 - 190 .
CHEN B , XIONG R , LI H , et al . Pathways for sustainable energy transition [J]. Journal of Cleaner Production , 2019 , 228 : 1564 - 1571 .
BERNARDS R , MORREN J , SLOOTWEG H . Development and implementation of statistical models for estimating diversified adoption of energy transition technologies [J]. IEEE Transactions on Sustainable Energy , 2018 , 9 ( 4 ): 1540 - 1554 .
国家发展和改革委员会 . 关于推进电能替代的指导意见 [EB/OL].[ 2019-05-16 ]. http://www.ndrc.gov.cn/zcfb/zcfbtz/201605/t20160524_804425.html http://www.ndrc.gov.cn/zcfb/zcfbtz/201605/t20160524_804425.html .
The National Development and Reform Commission . Guidance on promoting electric power substitution [EB/OL]. [ 2019-05-16 ]. http://www.ndrc.gov.cn/zcfb/zcfbtz/201605/t20160524_804425.html http://www.ndrc.gov.cn/zcfb/zcfbtz/201605/t20160524_804425.html .
XUE Yusheng , YU Xinghuo . Beyond smart grid-cyber-physical-social system in energy future [J]. Proceedings of the IEEE , 2017 , 105 ( 12 ): 2290 - 2292 .
张华一 , 文福拴 , 张璨 , 等 . 计及舒适度的家庭能源中心运行优化模型 [J]. 电力系统自动化 , 2016 , 40 ( 20 ): 32 - 39 .
ZHANG Huayi , WEN Fushuan , ZHANG Can , et al . Operation optimization model of home energy hubs considering comfort level of customers [J]. Automation of Electric Power Systems , 2016 , 40 ( 20 ): 32 - 39 .
宋杰 , 陈振宇 , 杨阳 , 等 . 考虑资源相关性和不确定性的负荷需求响应决策研究 [J]. 电力建设 , 2019 , 40 ( 6 ): 132 - 138 .
SONG Jie , CHEN Zhenyu , YANG Yang , et al . Research on load demand response decision considering resource correlation and uncertainty [J]. Electric Power Construction , 2019 , 40 ( 6 ): 132 - 138 .
赵冬梅 , 夏轩 , 陶然 . 含电转气的热电联产微网电/热综合储能优化配置 [J]. 电力系统自动化 , 2019 , 43 ( 17 ): 46 - 54 .
ZHAO Dongmei , XIA Xuan , TAO Ran . Optimal configuration of electric/thermal integrated energy storage for combined heat and power microgrid with power to gas [J]. Automation of Electric Power Systems , 2019 , 43 ( 17 ): 46 - 54 .
马丽 , 刘念 , 张建华 , 等 . 基于主从博弈策略的社区能源互联网分布式能量管理 [J]. 电网技术 , 2016 , 40 ( 12 ): 3655 - 3661 .
MA Li , LIU Nian , ZHANG Jianhua , et al . Distributed energy management of community energy internet based on leader-followers game [J]. Power System Technology , 2016 , 40 ( 12 ): 3655 - 3661 .
李媛 , 冯昌森 , 文福拴 , 等 . 含EV和电转气的园区能源互联网能源定价与管理 [J]. 电力系统自动化 , 2018 , 42 ( 16 ): 1 - 10 .
LI Yuan , FENG Changsen , WEN Fushuan , et al . Energy pricing and management for park-level energy Internets with electric vehicles and power-to-gas devices [J]. Automation of Electric Power Systems , 2018 , 42 ( 16 ): 1 - 10 .
周长城 , 马溪原 , 郭晓斌 , 等 . 基于主从博弈的工业园区综合能源系统互动优化运行方法 [J]. 电力系统自动化 , 2019 , 43 ( 7 ): 74 - 80 .
ZHOU Changcheng , MA Xiyuan , GUO Xiaobin , et al . Leader-follower game based optimized operation method for interaction of integrated energy system in industrial park [J]. Automation of Electric Power Systems , 2019 , 43 ( 7 ): 74 - 80 .
ALLEN P , VARGA L . Modelling sustainable energy futures for the UK [J]. Futures , 2014 , 57 ( 2 ): 28 - 40 .
YAO Weifeng , ZHAO Junhua , WEN Fushuan , et al . A hierarchical decomposition approach for coordinated dispatch of plug-in electric vehicles [J]. IEEE Transactions on Power Systems , 2013 , 28 ( 3 ): 2768 - 2778 .
LI F G . Actors behaving badly: exploring the modelling of non-optimal behaviour in energy transitions [J]. Energy Strategy Reviews , 2017 , 15 : 57 - 71 .
MOUSA M , JAVADI M , DOMÍNGUEZ-GARCÍA L J , et al . Non-cooperative game theory based energy management systems for energy district in the retail market considering DER uncertainties [J]. IET Generation , Transmission & Distribution , 2016 , 10 ( 12 ): 2999 - 3009 .
胡源 , 别朝红 , 李更丰 , 等 . 天然气网络和电源、电网联合规划的方法研究 [J]. 中国电机工程学报 , 2017 , 37 ( 1 ): 45 - 53 .
HU Yuan , BIE Zhaohong , LI Gengfeng , et al . Integrated planning of natural gas network and composite power system [J]. Proceedings of the CSEE , 2017 , 37 ( 1 ): 45 - 53 .
FORTUNY-AMAT J , MCCARL B . A representation and economic interpretation of a two-level programming problem [J]. Journal of the Operational Research Society , 1981 , 32 ( 9 ): 783 - 792 .
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