### 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 language | English |
---|---|

Article number | 7872505 |

Pages (from-to) | 1482-1492 |

Number of pages | 11 |

Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems |

Volume | 48 |

Issue number | 9 |

DOIs | |

Publication status | Published - 1 Sep 2018 |

### Fingerprint

### 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

*IEEE Transactions on Systems, Man, and Cybernetics: Systems*,

*48*(9), 1482-1492. [7872505]. https://doi.org/10.1109/TSMC.2017.2672205

**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.

Research output: Contribution to journal › Article

*IEEE Transactions on Systems, Man, and Cybernetics: Systems*, vol. 48, no. 9, 7872505, pp. 1482-1492. https://doi.org/10.1109/TSMC.2017.2672205

}

TY - JOUR

T1 - Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids

AU - He, Xing

AU - Ho, Daniel W.C.

AU - Huang, Tingwen

AU - Yu, Junzhi

AU - Abu-Rub, Haitham

AU - Li, Chaojie

PY - 2018/9/1

Y1 - 2018/9/1

N2 - 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.

AB - 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.

KW - Economic dispatch

KW - second-order continuous-time algorithm

KW - smart grid

UR - http://www.scopus.com/inward/record.url?scp=85050824945&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85050824945&partnerID=8YFLogxK

U2 - 10.1109/TSMC.2017.2672205

DO - 10.1109/TSMC.2017.2672205

M3 - Article

AN - SCOPUS:85050824945

VL - 48

SP - 1482

EP - 1492

JO - IEEE Transactions on Systems, Man, and Cybernetics: Systems

JF - IEEE Transactions on Systems, Man, and Cybernetics: Systems

SN - 2168-2216

IS - 9

M1 - 7872505

ER -