A Lyapunov Optimization-Based Energy Management Strategy for Energy Hub With Energy Router

被引:92
作者
Li, Penghua [1 ]
Sheng, Wanxing [1 ]
Duan, Qing [1 ]
Li, Zhen [2 ]
Zhu, Cunhao [3 ]
Zhang, Xinyu [4 ]
机构
[1] China Elect Power Res Inst, Power Distribut Dept, Beijing 100192, Peoples R China
[2] China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China
[3] China Elect Power Res Inst, Power Syst Dept, Beijing 100192, Peoples R China
[4] Shenzhen Quantum Cloud Technol Co Ltd, Microgrid Technol Dept, Shenzhen 518057, Peoples R China
基金
中国国家自然科学基金;
关键词
Resistance heating; Batteries; Energy management; Space heating; Power systems; Cooling; Natural gas; Energy router; energy hub (EH); energy management; Lyapunov optimization; virtual queue; OPTIMAL OPERATION; POWER-FLOW; SYSTEMS;
D O I
10.1109/TSG.2020.2968747
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 energy crisis and increasing concerns about the environment in modern society have fostered the development of the integrated energy system (IES) in smart grid. The energy hub (EH) is a minimum construction of the IES. The chief purpose of this paper is to propose a Lyapunov optimization-based energy management strategy for the energy hub with an energy router. First, this paper describes a configuration of the EH with an energy router and sets the basic operating principles of the energy router. Second, a method is proposed to analyze the energy balance equations of the EH. Furthermore, the problem of energy management is formulated considering the constraints of energy balance equations, energy storage, flexible loads, and other constraints of operation. Finally, energy storage and flexible electric loads are modeled as stochastic processes, and three virtual queues are constructed to relax these constraints. The Lyapunov drift-plus-penalty function is applied to formulate a relaxed form of the energy management problem. Case studies of a single EH and two-connected EHs are performed to test the effectiveness of the proposed strategy, and the results are compared with a greedy algorithm.
引用
收藏
页码:4860 / 4870
页数:11
相关论文
共 40 条
[1]   Impact of energy storage costs on economical performance in a distribution substation [J].
Abou Chacra, F ;
Bastard, P ;
Fleury, G ;
Clavreul, W .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) :684-691
[2]  
Cau TDH, 2001, PICA 2001: 22ND IEEE POWER ENGINEERING SOCIETY INTERNATIONAL CONFERENCE ON POWER INDUSTRY COMPUTER APPLICATIONS, P402, DOI 10.1109/PICA.2001.932386
[3]  
Chenhui S., 2018, AUTOM ELECT POWER SY, V42, P7174
[4]  
Di Z., 2014, P 30 ANN C POW SYST, P1
[5]  
Frik P.-P. R., 2004, THESIS
[6]  
Geidl M., 2007, Ph.D. dissertation
[7]   Optimal power flow of multiple energy carriers [J].
Geidl, Martin ;
Andersson, Goeran .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (01) :145-155
[8]   Decentralized Coordination of Energy Utilization for Residential Households in the Smart Grid [J].
Guo, Yuanxiong ;
Pan, Miao ;
Fang, Yuguang ;
Khargonekar, Pramod P. .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (03) :1341-1350
[9]   The Future Renewable Electric Energy Delivery and Management (FREEDM) System: The Energy Internet [J].
Huang, Alex Q. ;
Crow, Mariesa L. ;
Heydt, Gerald Thomas ;
Zheng, Jim P. ;
Dale, Steiner J. .
PROCEEDINGS OF THE IEEE, 2011, 99 (01) :133-148
[10]  
HubNet Project, MULT EN SYST THEM EP