Research on optimization method of motor manufacturing layout based on genetic algorithm

Abstract

Abstract The current layout of the motor manufacturing workshop lacks flexibility, which leads to large logistics flow between some operation units, long logistics transportation path and large area occupied by semi-finished products inventory. Now, the motor manufacturing workshop matching mathematical model with the minimum material handling amount and the maximum tightness between each operating unit is established, and the mathematical model of motor manufacturing workshop layout optimization is solved by Matlab. In the solution step of the algorithm, the preliminary optimal layout of the motor workshop obtained by the system setting and arrangement method is combined with the randomly selected individuals to generate the initial population. Through a series of genetic operations and continuous iterative process, the final optimal layout scheme is obtained. Finally, it is verified that the improved genetic algorithm has certain research significance and application prospect for the layout optimization of motor manufacturing workshop.