Real-Time Rolling Horizon Energy Management for the Energy-Hub-Coordinated Prosumer Community From a Cooperative Perspective

被引:151
作者
Ma, Li [1 ,2 ]
Liu, Nian [1 ]
Zhang, Jianhua [1 ]
Wang, Lingfeng [2 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
[2] Univ Wisconsin, Dept Elect Engn & Comp Sci, Milwaukee, WI 53211 USA
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
Energy Hub; PV prosumers; cooperative trading mode; cooperative game; CCHP; demand response; stochastic optimization; OPTIMAL OPERATION; COMBINED HEAT; SMART; SYSTEMS; POWER;
D O I
10.1109/TPWRS.2018.2877236
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The concept of energy hub (EH) was proposed to facilitate the synergies among different forms of energy carriers. Under the new electricity market environment, it is of great significance to build a win-win situation for prosumers and the hub manager (HM) at the community level without bringing extra burden to the utility grid. This paper proposes a cooperative trading mode for a community-level energy system (CES), which consists of the energy hub and PV prosumers with the automatic demand response (DR) capability. In the cooperative trading framework, a real-time rolling horizon energy management model is proposed based on cooperative game theory considering the stochastic characteristics of PV prosumers and the conditional value at risk (CVaR). The validity of the proposed model is analyzed through optimality proof of the grand coalition. A contribution-based profit distribution scheme and its stability proof are also provided. Moreover, in order to solve the optimization model, it is further transformed into a more easily resolved mixed integer linear programming (MILP) model by adding auxiliary variables. Finally, via a practical example, the effectiveness of the model is verified in terms of promoting local consumption of PV energy, increasing HM's profits, and reducing prosumers' costs, etc.
引用
收藏
页码:1227 / 1242
页数:16
相关论文
共 29 条
[11]   Direct Electricity Trading in Smart Grid: A Coalitional Game Analysis [J].
Lee, Woongsup ;
Xiang, Lin ;
Schober, Robert ;
Wong, Vincent W. S. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (07) :1398-1411
[12]   Analysis of the integrated performance and redundant energy of CCHP systems under different operation strategies [J].
Li, Longxi ;
Mu, Hailin ;
Li, Nan ;
Li, Miao .
ENERGY AND BUILDINGS, 2015, 99 :231-242
[13]   Energy-Sharing Model With Price-Based Demand Response for Microgrids of Peer-to-Peer Prosumers [J].
Liu, Nian ;
Yu, Xinghuo ;
Wang, Cheng ;
Li, Chaojie ;
Ma, Li ;
Lei, Jinyong .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (05) :3569-3583
[14]   A hybrid forecasting model with parameter optimization for short-term load forecasting of micro-grids [J].
Liu, Nian ;
Tang, Qingfeng ;
Zhang, Jianhua ;
Fan, Wei ;
Liu, Jie .
APPLIED ENERGY, 2014, 129 :336-345
[15]   Energy Management for Joint Operation of CHP and PV Prosumers Inside a Grid-Connected Microgrid: A Game Theoretic Approach [J].
Ma, Li ;
Liu, Nian ;
Zhang, Jianhua ;
Tushar, Wayes ;
Yuen, Chau .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2016, 12 (05) :1930-1942
[16]   Multi-party energy management for smart building cluster with PV systems using automatic demand response [J].
Ma, Li ;
Liu, Nian ;
Wang, Lingfeng ;
Zhang, Jianhua ;
Lei, Jinyong ;
Zeng, Zheng ;
Wang, Cheng ;
Cheng, Minyang .
ENERGY AND BUILDINGS, 2016, 121 :11-21
[17]  
MacQueen J., 1967, PROC 5 BERKELEY S MA, V1, P281
[18]   Optimal scheduling of industrial combined heat and power plants under time-sensitive electricity prices [J].
Mitra, Sumit ;
Sun, Lige ;
Grossmann, Ignacio E. .
ENERGY, 2013, 54 :194-211
[19]   Optimal Operation of Industrial Energy Hubs in Smart Grids [J].
Paudyal, Sumit ;
Canizares, Claudio A. ;
Bhattacharya, Kankar .
IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (02) :684-694
[20]   A Probabilistic Energy Management Scheme for Renewable-Based Residential Energy Hubs [J].
Rastegar, Mohammad ;
Fotuhi-Firuzabad, Mahmud ;
Zareipour, Hamidreza ;
Moeini-Aghtaie, Moein .
IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (05) :2217-2227