Consensus-Based Distributed Economic Dispatch Control Method in Power Systems

doi:10.1109/TSG.2017.2756041

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	Consensus-Based Distributed Economic Dispatch Control Method in Power Systems
	Li, Qiao 1; Gao, David Wenzhong 1; Zhang, Huaguang 2; Wu, Ziping 1,3; Wang, Fei-Yue4,5
发表期刊	IEEE TRANSACTIONS ON SMART GRID
ISSN	1949-3053
	2019
卷号	10 期号:1 页码:941-954
通讯作者	Gao, David Wenzhong(wezhong.gao@du.edu)
摘要	This paper introduces a new consensus-based control scheme for distributed power systems to solve the distributed economic dispatch (DED) problem. With the development of renewable energy, smart grid, and microgrid, more and more distributed generators will be connected to power systems. Thus the distributed control schemes become more and more important for power systems to control and manage the distributed equipment. Therefore, some consensus-based methods arc published previously to solve the DED problem. But the challenge to apply the consensus-based method is to meet the power balance constraint without the centralized facility, since the value of power mismatch is hard to be obtained for a distributed control system. To solve the problem, this paper proposes the method to combine the frequency control methods with the consensus protocol from graph theory to develop the DED control method, so that the real power between the load and the generation can be balanced during the economic dispatch. With this method, a totally distributed optimal control scheme is obtained. The PI frequency controller and neural network frequency controller are employed to develop the DED control method. Then the communication failure problem is considered in this paper. The robust DED control method is proposed to improve the robustness of this distributed control method, allowing the system to stay at the optimal dispatching even if the communication is failed. In addition, the model of transmission line losses is incorporated in the DED problem to reduce the line losses. Finally, several case studies are given in this paper to verify the proposed method.
关键词	Consensus protocol economic dispatch graph theory distributed network neural network
DOI	10.1109/TSG.2017.2756041
关键词[WOS]	ALGORITHM ; MANAGEMENT ; NETWORK
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61428301] ; National Natural Science Foundation of China[61433004] ; National Natural Science Foundation of China[61627809] ; National Natural Science Foundation of China[61428301] ; National Natural Science Foundation of China[61433004] ; National Natural Science Foundation of China[61627809]
项目资助者	National Natural Science Foundation of China
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000455180900086
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：106[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/25346
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
通讯作者	Gao, David Wenzhong
作者单位	1.Univ Denver, Dept Elect & Comp Engn, Denver, CO 80210 USA 2.Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China 3.Univ Illinois, Informat Trust Inst, Champaign, IL 61801 USA 4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 5.Natl Univ Def Technol, Res Ctr Computat Expt & Parallel Syst, Changsha 410073, Hunan, Peoples R China
推荐引用方式 GB/T 7714	Li, Qiao,Gao, David Wenzhong,Zhang, Huaguang,et al. Consensus-Based Distributed Economic Dispatch Control Method in Power Systems[J]. IEEE TRANSACTIONS ON SMART GRID,2019,10(1):941-954.
APA	Li, Qiao,Gao, David Wenzhong,Zhang, Huaguang,Wu, Ziping,&Wang, Fei-Yue.(2019).Consensus-Based Distributed Economic Dispatch Control Method in Power Systems.IEEE TRANSACTIONS ON SMART GRID,10(1),941-954.
MLA	Li, Qiao,et al."Consensus-Based Distributed Economic Dispatch Control Method in Power Systems".IEEE TRANSACTIONS ON SMART GRID 10.1(2019):941-954.