Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks

doi:10.1109/TCNS.2019.2921284

CSpace > 系统科学研究所

	Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks
	Yang, Tao 1; Wu, Di 2; Fang, Huazhen 3; Ren, Wei 4; Wang, Hong 5; Hong, Yiguang6 ; Johansson, Karl Henrik 7
	2019-09-01
发表期刊	IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
ISSN	2325-5870
卷号	6 期号:3 页码:1124-1134
摘要	In this paper, we consider the optimal coordination problem for distributed energy resources (DERs), including distributed generators and energy storages. We first propose an algorithm based on the push-sum and gradient method to solve the optimal DER coordination problem in a distributed manner. In the proposed algorithm, each DER only maintains a set of variables and updates them through information exchange with a few neighboring DERs over a time-varying directed communication network. We show that the proposed distributed algorithm with appropriately chosen diminishing step sizes solves the optimal DER coordination problem if the time-varying directed communication network is uniformly jointly strongly connected. Moreover, in order to improve the convergence speed and to reduce the communication burden, we propose an accelerated distributed algorithm with a fixed step size. We show that the new proposed algorithm exponentially solves the optimal DER coordination problem if the cost functions satisfy an additional assumption and the selected step size is less than a certain critical value. Both proposed distributed algorithms are validated and evaluated using the IEEE 39-bus system.
关键词	Distributed coordination energy storage (ES) multiagent systems multistep optimization push-sum and gradient method smart grid
DOI	10.1109/TCNS.2019.2921284
语种	英语
资助项目	Ralph E. Powe Junior Faculty Enhancement Award for the Oak Ridge Associated Universities ; National Science Foundation[CMMI-1763093] ; National Science Foundation[ECCS-1611423] ; National Natural Science Foundation of China[61733018] ; National Natural Science Foundation of China[61573344] ; Knut and Alice Wallenberg Foundation ; Swedish Research Council ; U.S. Department of Energy[DE-AC05-00OR22725] ; Department of Energy
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Information Systems
WOS记录号	WOS:000487200900019
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/35706
专题	系统科学研究所
通讯作者	Wu, Di
作者单位	1.Univ North Texas, Dept Elect Engn, Denton, TX 76203 USA 2.Pacific Northwest Natl Lab, Richland, WA 99352 USA 3.Univ Kansas, Dept Mech Engn, Lawrence, KS 66045 USA 4.Univ Calif Riverside, Dept Elect Engn, Riverside, CA 92521 USA 5.Oak Ridge Natl Lab, Oak Ridge, TN 37932 USA 6.Chinese Acad Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 7.KTH Royal Inst Technol, ACCESS Linnaeus Ctr, Sch Elect Engn, S-10044 Stockholm, Sweden
推荐引用方式 GB/T 7714	Yang, Tao,Wu, Di,Fang, Huazhen,et al. Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks[J]. IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS,2019,6(3):1124-1134.
APA	Yang, Tao.,Wu, Di.,Fang, Huazhen.,Ren, Wei.,Wang, Hong.,...&Johansson, Karl Henrik.(2019).Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks.IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS,6(3),1124-1134.
MLA	Yang, Tao,et al."Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks".IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS 6.3(2019):1124-1134.