Lyapunov优化
路由器
能源管理
李雅普诺夫函数
能量(信号处理)
储能
数学优化
计算机科学
能量平衡
智能电网
控制理论(社会学)
工程类
Lyapunov重新设计
数学
计算机网络
电气工程
非线性系统
控制(管理)
量子力学
生物
统计
物理
人工智能
功率(物理)
生态学
作者
Penghua Li,Wanxing Sheng,Qing Duan,Zhen Li,Zhu Cunhao,Xinyu Zhang
标识
DOI:10.1109/tsg.2020.2968747
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.
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