Adaptive range composite differential evolution for fast optimal reactive power dispatch

• Main Authors: Niu, Ming, Xu, Ning Zhou, Dong, He Nan, Ge, Yang Yang, Liu, Yi Tao, Ngin, Hoon Tong
• Other Authors: Experimental Power Grid Centre
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Control Parameter Adaptation; Differential Evolution
• Online Access: https://hdl.handle.net/10356/146655
• Institution: Nanyang Technological University

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.