Back to Search Start Over

Adaptive Range Composite Differential Evolution for Fast Optimal Reactive Power Dispatch

Authors :
Ming Niu
Ning Zhou Xu
He Nan Dong
Yang Yang Ge
Yi Tao Liu
Hoon Tong Ngin
Source :
IEEE Access, Vol 9, Pp 20117-20126 (2021)
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

This paper proposes a novel adaptive range composite differential evolution (ARCoDE) algorithm to efficiently and accurately solve optimal reactive power dispatch (ORPD) problem. Because of a novel adaptive range strategy for control parameters, the proposed ARCoDE possesses superior exploration and exploitation capabilities that can efficiently handle the ORPD problem involving complicated constraints and discrete and continuous variables. This has been demonstrated in case studies using the IEEE optimal power flow testbeds considering complex wind and demand scenarios. The superior performance of ARCoDE has been further validated through comparisons with several award-winning algorithms in 2014 IEEE Competition on “Application of Modern Heuristic Optimization Algorithms for Solving Optimal Power Flow Problems”, given limited iterations of in evolutionary optimization process.

Details

Language :
English
ISSN :
21693536
Volume :
9
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.9cf5c82d2f29416d8fa58b60876993f8
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2021.3053640