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
Link To Document :
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