• DocumentCode
    916464
  • Title

    A Case Study on Integrated Production Planning and Scheduling in a Three-Stage Manufacturing System

  • Author

    Yan, Hong-Sen ; Zhang, Xiao-Dong

  • Author_Institution
    Res. Inst. of Autom., Southeast Univ., Nanjing
  • Volume
    4
  • Issue
    1
  • fYear
    2007
  • Firstpage
    86
  • Lastpage
    92
  • Abstract
    This paper presents an integrated optimization model of production planning and scheduling for a three-stage manufacturing system, which is composed of a forward chain of three kinds of workshops: a job shop, a parallel flow shop consisting of parallel production lines, and a single machine shop. As the products at the second stage are assembled from the parts produced in its upstream workshop, a complicated production process is involved. On the basis of the analysis of the batch production, a dynamic batch splitting and amalgamating algorithm is proposed. Then, a heuristic algorithm based on a genetic algorithm (known as the integrated optimization algorithm) is proposed for solving the problem. Note to Practitioners-This paper presents a method for integrated production planning and scheduling in a three-stage manufacturing system consisting of a forward chain of three kinds of workshops, which is common in such enterprises as producers of automobiles and household electric appliances, as in the case of an autobody plant usually with the stamping workshop, the welding and assembling workshop, and the painting workshop. Herein, the production planning and scheduling problems are simultaneously addressed in the way that a feasible production plan can be obtained and the inventory reduced. A batch splitting and amalgamating algorithm is proposed for balancing the production time of the production lines. And a case study of the integrated planning and scheduling problem in a real autobody plant verifies the effectiveness of our method
  • Keywords
    batch production systems; flow shop scheduling; genetic algorithms; job shop scheduling; production planning; single machine scheduling; batch production; dynamic batch amalgamating algorithm; dynamic batch splitting algorithm; genetic algorithm; heuristic algorithm; job shop; parallel flow shop; parallel production lines; production planning; production scheduling; single machine shop; three-stage manufacturing system; Algorithm design and analysis; Assembly; Batch production systems; Flow production systems; Job production systems; Job shop scheduling; Machine shops; Manufacturing systems; Production planning; Single machine scheduling; Batch splitting; integrated optimization; multistage manufacturing system; production planning; scheduling;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2006.872107
  • Filename
    4049778