OICC Press Majlesi Journal of Electrical Engineering 2345-3796 8 4 2024 02 21 Optimal Multi-Objective Reconfiguration in distribution systems using the Novel Intelligent Water Drops approach EN Hajar Bagheri Tolabi Department of Engineering, Khorramabad Branch, Islamic Azad University, Khorramabad, Iran Mohd Hasan Ali Department of Electrical and Computer Engineering, University of Memphis, United States Journal Article 2024 02 21 This paper presents a new method for optimal multi-objective reconfiguration of distribution system based on the novel Intelligent Water Drops (IWD) algorithm in order to mitigation of losses, improving the voltage profile and equalizing the feeder load balancing. The proposed method is validated at nominal load by implementing on a 33 bus test system. The obtained results prove the proposed technique is more accurate than other well known methods such as Genetic Algorithm, Particle Swarm Optimization, and Harmony Search algorithm meanwhile it has an efficient convergence property in compared with other intelligent search algorithms.