Modern Manufacturing Engineering ›› 2024, Vol. 524 ›› Issue (5): 31-38.doi: 10.16731/j.cnki.1671-3133.2024.05.005

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Design of distributed resource scheduling algorithm for household appliance intelligent production line based on genetic algorithm

ZHANG Yinchen, ZUO Pengqi, WANG Yifei, LIN Nan, XIE Run, JIN Lijun   

  1. School of Electronic and Information Engineering, Tongji University, Shanghai 201804, China
  • Received:2023-05-22 Online:2024-05-18 Published:2024-05-30

Abstract: At present, the intelligent production line of household appliances has many problems, such as multi-task operation conflict, long response time of scheduling control and low utilization rate of manufacturing resources. In order to realize the rational resource scheduling of household appliance intelligent production line, based on multi-objective optimization and distributed resource scheduling theory, a distributed resource scheduling model of household appliance intelligent production line was established, and a distributed resource scheduling algorithm based on genetic algorithm was proposed. The simulation results show that compared with the traditional production line scheduling method, the maximum completion time of the proposed distributed resource scheduling algorithm is reduced by 5.76 %, and the fitness of the solution is increased by 8 %, which verifies the feasibility and efficiency of the algorithm.

Key words: distributed resource scheduling, multi-objective optimization, flexible scheduling, genetic algorithm

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