Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids

Xing He, Daniel W.C. Ho, Tingwen Huang, Junzhi Yu, Haitham Abu-Rub, Chaojie Li

Research output: Contribution to journalArticle

38 Citations (Scopus)

Abstract

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 five-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.

Original languageEnglish
Article number7872505
Pages (from-to)1482-1492
Number of pages11
JournalIEEE Transactions on Systems, Man, and Cybernetics: Systems
Volume48
Issue number9
DOIs
Publication statusPublished - 1 Sep 2018

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Economics
Graph theory
Parallel algorithms
Cost functions

Keywords

  • Economic dispatch
  • second-order continuous-time algorithm
  • smart grid

ASJC Scopus subject areas

  • Software
  • Control and Systems Engineering
  • Human-Computer Interaction
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids. / He, Xing; Ho, Daniel W.C.; Huang, Tingwen; Yu, Junzhi; Abu-Rub, Haitham; Li, Chaojie.

In: IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 48, No. 9, 7872505, 01.09.2018, p. 1482-1492.

Research output: Contribution to journalArticle

He, Xing ; Ho, Daniel W.C. ; Huang, Tingwen ; Yu, Junzhi ; Abu-Rub, Haitham ; Li, Chaojie. / Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids. In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 2018 ; Vol. 48, No. 9. pp. 1482-1492.
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