Distributed accelerated descent algorithm for energy resource coordination in multi-agent integrated energy systems

doi:10.1049/gtd2.12142

CSpace

	Distributed accelerated descent algorithm for energy resource coordination in multi-agent integrated energy systems
	Kou, Yu 1; Wang, Yinghui 2,3; Bie, Zhaohong 1; Wang, Xu 1; Ding, Tao 1
	2021-02-28
发表期刊	IET GENERATION TRANSMISSION & DISTRIBUTION
ISSN	1751-8687
页码	13
摘要	Composed of multiple integrated energy systems (IESs) belonging to different stakeholders, multi-agent IESs (MA-IESs) are widely concerned because of data privacy protect. As the basis of planning design and reliability evaluation for MA-IESs, distributed energy resource coordination (DERC) problem is studied in this paper. First, a DERC model for MA-IESs is established, which considers energy conversion process specifically. Meanwhile, a novel distributed accelerated descent (DAD) algorithm is proposed to realize fully distributed solving. Different from most of the existing researches that investigate the DERC with box constraints, the presented algorithm is able to solve the DERC with general convex constraints. Moreover, the backward operators in the method improve the convergence rate to the best of distributed first-order optimization algorithm with fixed step size, O(1/T). Furthermore, the presented approach is initialization robustness when the load fluctuations suddenly happened in MA-IESs. The convergence property, computing, and communication complexity are strictly proved. Finally, the effectiveness of DERC model and DAD algorithm are demonstrated by some modified case studies.
DOI	10.1049/gtd2.12142
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation ofChina[U1965103] ; NationalKey Research andDevelopment Program of China[2016YFB0901900]
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000624541100001
出版者	INST ENGINEERING TECHNOLOGY-IET
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/58300
专题	中国科学院数学与系统科学研究院
通讯作者	Bie, Zhaohong
作者单位	1.Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Kou, Yu,Wang, Yinghui,Bie, Zhaohong,et al. Distributed accelerated descent algorithm for energy resource coordination in multi-agent integrated energy systems[J]. IET GENERATION TRANSMISSION & DISTRIBUTION,2021:13.
APA	Kou, Yu,Wang, Yinghui,Bie, Zhaohong,Wang, Xu,&Ding, Tao.(2021).Distributed accelerated descent algorithm for energy resource coordination in multi-agent integrated energy systems.IET GENERATION TRANSMISSION & DISTRIBUTION,13.
MLA	Kou, Yu,et al."Distributed accelerated descent algorithm for energy resource coordination in multi-agent integrated energy systems".IET GENERATION TRANSMISSION & DISTRIBUTION (2021):13.