Collaborative Optimal Scheduling Method for Production and Energy Consumption in Discrete Manufacturing Process

Authors

Wenjie Chen, Engineering Research Center of Internet of Things Technology Applications Ministry of Education, Jiangnan University, Wuxi 214122, China;
Wang Yan, Engineering Research Center of Internet of Things Technology Applications Ministry of Education, Jiangnan University, Wuxi 214122, China;

Abstract

Abstract: The collaborative optimization of manufacturing process and energy consumption is one of the hot research issues in intelligent optimization manufacturing. To solve the scheduling optimization problem of discrete manufacturing process, a coordinated scheduling optimization of production and energy consumption with the shortest processing time and lowest energy consumption is established. The model proposes an improved differential evolution algorithm based on adaptive mutation and crossover probability factor to solve the optimal scheduling problem. By establishing the operation-based coding method, the application of continuous algorithm in discrete optimization scheduling problem is realized by using ascending ordering rules. The effectiveness of the proposed algorithm is verified by simulation, and the performances of particle swarm optimization algorithm, genetic algorithm and the improved algorithm are compared. The results show that the target solution obtained by this algorithm is significantly better than the other two algorithms, which verifies the superiority of the algorithm.

Recommended Citation

Chen, Wenjie and Yan, Wang (2019) "Collaborative Optimal Scheduling Method for Production and Energy Consumption in Discrete Manufacturing Process," Journal of System Simulation: Vol. 30: Iss. 11, Article 38.
DOI: 10.16182/j.issn1004731x.joss.201811038
Available at: https://dc-china-simulation.researchcommons.org/journal/vol30/iss11/38

First Page

4367

Revised Date

2018-07-01

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.201811038

Last Page

4375

CLC

TP278

Recommended Citation

Chen Wenjie, Wang Yan. Collaborative Optimal Scheduling Method for Production and Energy Consumption in Discrete Manufacturing Process[J]. Journal of System Simulation, 2018, 30(11): 4367-4375.

DOI

10.16182/j.issn1004731x.joss.201811038