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.
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.
Regional Energy Pricing and Management Strategies for Promoting User-side Energy Transition
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.
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 .
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 .
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 .
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 .
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 .
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 .
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 .
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 .
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 .