Intelligent Scheduling Method Oriented to Multi-varieties and Small-batch Production Mode

被引:3
|
作者
Zhou, Danchen [1 ]
Zeng, Liang [1 ]
机构
[1] China Acad Engn Phys, Inst Machinery Mfg Technol, Mianyang 621900, Sichuan, Peoples R China
关键词
multi-varieties and small-batch production; intelligent scheduling; combination constraint; priority scheduling; machine load balance; working center; genetic annealing algorithm;
D O I
10.4028/www.scientific.net/AMM.263-266.1269
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In terms of characteristics of scheduling problem in multi-varieties and small-batch production mode, three additional constraint conditions including combination constraint, priority scheduling and machine load balance are supplemented based on classical Job-shop scheduling model in order to reflect the actual scheduling activities better. An improved genetic annealing algorithm is proposed aiming at the above model, and the requirement of supplemented constraint conditions is satisfied by means of improving the decoding process of chromosomes. The key technologies of algorithm are discussed in detail. The feasibility and validity of the proposed model and algorithm is demonstrated through simulated computation.
引用
收藏
页码:1269 / 1274
页数:6
相关论文
共 50 条
  • [1] Modular Design of NC Program in Multi-varieties and Small-batch Production Mode
    Liu, Hong
    Fan, Yong Qiang
    Zhang, Cheng
    Luo, Li Li
    [J]. 2016 INTERNATIONAL CONFERENCE ON ELECTRONIC, INFORMATION AND COMPUTER ENGINEERING, 2016, 44
  • [2] Research on Flexible Production Line Layout Simulation for Multi-varieties and Small-batch Electronic Products
    Zhang, Enwu
    Zhang, Xiaodong
    Zhao, Dongfang
    Wang, Yiqi
    [J]. INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL AUTOMATION (ICITIA 2015), 2015, : 408 - 413
  • [3] An improved intelligent optimization algorithm for small-batch order production scheduling
    Zhang, Xiaohuan
    Wang, Zhen
    Zhang, Dan
    Xu, Tao
    Jiang, Hui
    [J]. SCIENTIFIC REPORTS, 2024, 14 (01):
  • [4] The Multi-Varieties Small-Batch Gas Monitor Flexible Digital Job Shop Design and Integration Technology Research
    Wang, Kun
    Zhang, Fei
    Wang, Weihao
    Qian, Yiwu
    [J]. 3RD INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES IN DESIGN, MECHANICAL AND AERONAUTICAL ENGINEERING (ATDMAE 2019), 2019, 616
  • [5] A Data Based Production Planning Method for Multi-variety and Small-batch Production
    Li, Qiyi
    Wang, Lei
    Shi, Lun
    Wang, Chiping
    [J]. 2017 IEEE 2ND INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA), 2017, : 425 - 430
  • [6] Multi-specification and small-batch production scheduling for semiconductor assembly and test manufacturing enterprise
    Hu, Yaoguang
    Ke, Jiawei
    Yan, Jiawei
    Wen, Jingqian
    [J]. PROCEEDINGS OF THE 2015 10TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, 2015, : 907 - 912
  • [7] Multi-dimensional Data Model and Version Control Method for Small-batch Production
    Wen, Jingqian
    Li, Qing
    Wang, Yuan
    [J]. HISTORY OF MECHANICAL TECHNOLOGY AND MECHANICAL DESIGN 2012, 2012, 163 : 180 - 185
  • [8] VALUE ANALYSIS IN SMALL-BATCH PRODUCTION
    BARKER, AJ
    [J]. MACHINERY AND PRODUCTION ENGINEERING, 1971, 118 (3051): : 682 - &
  • [9] BATCHMATIC - KEY TO SMALL-BATCH PRODUCTION
    不详
    [J]. MACHINE TOOL REVIEW, 1972, 60 (354): : 125 - 127
  • [10] Production Lines for Small-Batch Manufacturing.
    Bosrup, Lennart
    Soderberg, Goran
    [J]. Institutet for Verkstadsteknisk Forskning, IVF Resultat, 1975, (75608):