PRODUCTION SCHEDULING OPTIMIZATION OF FLEXIBLE MANUFACTURING SYSTEM FOR GREEN MANUFACTURING

被引:3
|
作者
Xu, Panpan [1 ]
Wang, Jinfeng [2 ]
机构
[1] Shanghai Maritime Univ, Sch Econ & Management, Shanghai, Peoples R China
[2] Shanghai Maritime Univ, Inst FTZ Supply Chain, Shanghai, Peoples R China
关键词
Intelligence; Green Manufacturing; FMS; Production Scheduling; SIMULATION; SEQUENCE; ENERGY; MODEL;
D O I
10.23055/ijietap.2023.30.6.9085
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The manufacturing industry is the economic pillar of the country, which can provide a large number of jobs and alleviate the employment pressure. In the manufacturing industry, the scheduling problem is the core problem of manufacturing intelligence and automation. Scheduling plays an extremely important role in the productivity as well as reliability of largescale complex production systems. Therefore, a production scheduling method based on a genetic algorithm is proposed, which first uses a genetic algorithm to achieve scheduling optimization. Then, the minimizing carbon emission method is introduced to achieve green manufacturing. Finally, the production scheduling system (PSS) of flexible manufacturing form is constructed. The experimental results show that the proposed production scheduling method has a better scheduling optimization effect. The resource utilization rate reaches 0.884, and the workpiece processing time is reduced to 0.32s. The carbon emission cost is significantly lower than that of the traditional production scheduling system. The results show that using genetic algorithms to optimize the production scheduling of flexible manufacturing systems is feasible. It can improve production efficiency while reducing carbon emissions. The model proposed in this study can be a good solution to practical problems in industrial production intelligence.
引用
收藏
页码:1382 / 1394
页数:13
相关论文
共 50 条
  • [1] Data Mining for the Optimization of Production Scheduling in Flexible Manufacturing System
    Cao, Yan
    Xu, Xu
    Sun, Fengru
    2008 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2, 2008, : 252 - +
  • [2] PRODUCTION SCHEDULING IN A FLEXIBLE MANUFACTURING SYSTEM WITH SETUPS
    GHOSH, S
    GAIMON, C
    IIE TRANSACTIONS, 1993, 25 (05) : 21 - 35
  • [3] Optimization of operation and changeover time for production planning and scheduling in a flexible manufacturing system
    Das, Kanchan
    Baki, M. F.
    Li, Xiangyong
    COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 56 (01) : 283 - 293
  • [4] ROUTING FLEXIBILITY AND PRODUCTION SCHEDULING IN A FLEXIBLE MANUFACTURING SYSTEM
    GHOSH, S
    GAIMON, C
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 60 (03) : 344 - 364
  • [5] Multiobjective scheduling optimization of bearing production workshop for green manufacturing
    Wang, Yansen
    Feng, Lijie
    Wang, Jinfeng
    Liu, Peng
    Zhao, Huadong
    Journal of Southeast University (English Edition), 2022, 38 (04) : 350 - 362
  • [6] Production scheduling/rescheduling in flexible manufacturing
    Jain, AK
    Elmaraghy, HA
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1997, 35 (01) : 281 - 309
  • [7] SCHEDULING OPTIMIZATION OF FLEXIBLE MANUFACTURING SYSTEM USING GENETIC ALGORITHMS
    Cristea, Ciprian
    ACTA TECHNICA NAPOCENSIS SERIES-APPLIED MATHEMATICS MECHANICS AND ENGINEERING, 2013, 56 (01): : 95 - 98
  • [8] Optimization Scheduling for Flexible Manufacturing System using Petri net
    Tung Pham Truong
    Phuoc Pham Dang
    Binh Luu Duc
    PROCEEDINGS OF 2018 4TH INTERNATIONAL CONFERENCE ON GREEN TECHNOLOGY AND SUSTAINABLE DEVELOPMENT (GTSD), 2018, : 763 - 770
  • [9] A hierarchic approach to production planning and scheduling of a flexible manufacturing system
    Persi, P
    Ukovich, W
    Pesenti, R
    Nicolich, M
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 1999, 15 (05) : 373 - 385
  • [10] Production scheduling in a Flexible Manufacturing System under random demand
    Sharafali, M
    Co, HC
    Goh, M
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 158 (01) : 89 - 102