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A New Metaheuristic optimization Algorithms for Brushless Direct Current Wheel Motor Design Problem

Computers, Materials & Continua 2021年第5期67卷 2227-2242页

作者： M.Premkumar R.Sowmya Pradeep Jangir Kottakkaran Sooppy Nisar Mujahed Aldhaifallah Department of Electrical and Electronics Engineering GMR Institute of TechnologyRajam532127India Department of Electrical and Electronics Engineering National Institute of TechnologyTiruchirappalli620015India Rajasthan Rajya Vidyut Prasaran Nigam Sikar305001India Department of Mathematics College of Arts and SciencesPrince Sattam bin Abdulaziz UniversityWadi Aldawaser11991Saudi Arabia Systems Engineering Department King Fahd University of Petroleum&MineralsDhahranSaudi Arabia

The Equilibrium Optimizer(EO),Grey Wolf Optimizer(GWO),and Whale Optimizer(WO)algorithms are being recently developed for engineering optimization *** this paper,the EO,GWO,and WO algorithms are applied individually for a brushless direct current(BLDC)design optimization *** EO algorithm is inspired by the models utilized to find the system’s dynamic state and equilibrium *** GWO and WO algorithms are inspired by the hunting behavior of the wolf and the whale,*** primary purpose of any optimization technique is to find the optimal configuration by maximizing motor efficiency and/or minimizing the total ***,two objective functions are being used to achieve these *** first refers to a design with high power output and *** second is a constraint imposed by the reality that the motor is built into the wheel of the vehicle and,therefore,a lightweight is *** EO,GWO,and WOA algorithms are then utilized to optimize the BLDC motor’s design variables to minimize the motor’s total mass or maximize the motor efficiency by simultaneously satisfying the six inequality *** simulation is carried out using MATLAB simulation software,and the simulation results prove the dominance of the proposed *** paper also suggests an efficient method from the proposed three methods for the BLDC motor design optimization problem.

关键词： BLDC motor constrained equilibrium optimizer singleobjective optimization

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