Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids
He, Xing1,2; Ho, Daniel W. C.3; Huang, Tingwen4; Yu, Junzhi2; Abu-Rub, Haitham5; Li, Chaojie6
2018-09-01
发表期刊IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
卷号48期号:9页码:1482-1492
文章类型Article
摘要This paper proposes two second-order continuous-time algorithms to solve the economic power dispatch problem in smart grids. The collective aim is to minimize a sum of generation cost function subject to the power demand and individual generator constraints. First, in the framework of nonsmooth analysis and algebraic graph theory, one distributed second-order algorithm is developed and guaranteed to find an optimal solution. As a result, the power demand constraints can be kept all the time under appropriate initial condition. The second algorithm is under a centralized framework, and the optimal solution is robust in the sense that different initial power conditions do not change the convergence of the optimal solution. Finally, simulation results based on Live-unit system, IEEE 30-bus system, and IEEE 300-bus system show the effectiveness and performance of the proposed continuous-time algorithms. The examples also show that the convergence rate of second-order algorithm is faster than that of first-order distributed algorithm.
关键词Economic Dispatch Second-order Continuous-time Algorithm Smart Grid
WOS标题词Science & Technology ; Technology
DOI10.1109/TSMC.2017.2672205
关键词[WOS]RECURRENT NEURAL-NETWORK ; VARIATIONAL-INEQUALITIES ; OPTIMIZATION PROBLEMS ; PROGRAMMING-PROBLEMS ; CONVEX-OPTIMIZATION ; CONSENSUS ; SYSTEMS ; COMMUNICATION ; COORDINATION ; COMMITMENT
收录类别SCI
语种英语
项目资助者Natural Science Foundation of China(61403313 ; Fundamental Research Funds for the Central Universities(XDJK2016B017) ; China Post-Doctoral Science Foundation(2016M600144) ; Research Grants Council of Hong Kong(CityU 11204514 ; NPRP from the Qatar National Research Fund (Qatar Foundation)(NPRP 9 166-1-031) ; 61633011 ; 11300415) ; 61633020)
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号WOS:000442360400006
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/21860
专题复杂系统管理与控制国家重点实验室_先进机器人
作者单位1.Southwest Univ, Chongqing Key Lab Nonlinear Circuits & Intelligen, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China
2.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Inst Automat, Beijing 100190, Peoples R China
3.City Univ Hong Kong, Dept Math, Hong Kong, Hong Kong, Peoples R China
4.Texas A&M Univ Qatar, Doha 23874, Qatar
5.Texas A&M Univ Qatar, Dept Elect & Comp Engn, Doha 23874, Qatar
6.RMIT Univ, Sch Elect & Comp Engn, Melbourne, Vic 3001, Australia
推荐引用方式
GB/T 7714
He, Xing,Ho, Daniel W. C.,Huang, Tingwen,et al. Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2018,48(9):1482-1492.
APA He, Xing,Ho, Daniel W. C.,Huang, Tingwen,Yu, Junzhi,Abu-Rub, Haitham,&Li, Chaojie.(2018).Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,48(9),1482-1492.
MLA He, Xing,et al."Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 48.9(2018):1482-1492.
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