Two-Stage orders sequencing system for mixed-model assembly

Modern Technologies in Industrial Engineering 2015

Zemczak, M.^1 ; Skolud, B.^2 ; Krenczyk, D.^2

University of Bielsko-Biala, Faculty of Mechanical Engineering and Informatics, Department of Production Engineering, Willowa 2, Bielsko-Biala

43-309, Poland^1

Silesian University of Technology, Faculty of Mechanical Engineering, Institute of Engineering Processes Automation and Integrated Manufacturing Systems, Konarskiego 18A, Gliwice

44-100, Poland^2

关键词: Automotive markets;    Car sequencing problem;    Computer environments;    Customized products;    Mixed-model production;    Satisfactory solutions;    Sequencing problems;    Sequencing systems;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/95/1/012130/pdf
DOI  :  10.1088/1757-899X/95/1/012130

来源: IOP

【 摘 要 】

In the paper, the authors focus on the NP-hard problem of orders sequencing, formulated similarly to Car Sequencing Problem (CSP). The object of the research is the assembly line in an automotive industry company, on which few different models of products, each in a certain number of versions, are assembled on the shared resources, set in a line. Such production type is usually determined as a mixed-model production, and arose from the necessity of manufacturing customized products on the basis of very specific orders from single clients. The producers are nowadays obliged to provide each client the possibility to determine a huge amount of the features of the product they are willing to buy, as the competition in the automotive market is large. Due to the previously mentioned nature of the problem (NP-hard), in the given time period only satisfactory solutions are sought, as the optimal solution method has not yet been found. Most of the researchers that implemented inaccurate methods (e.g. evolutionary algorithms) to solving sequencing problems dropped the research after testing phase, as they were not able to obtain reproducible results, and met problems while determining the quality of the received solutions. Therefore a new approach to solving the problem, presented in this paper as a sequencing system is being developed. The sequencing system consists of a set of determined rules, implemented into computer environment. The system itself works in two stages. First of them is connected with the determination of a place in the storage buffer to which certain production orders should be sent. In the second stage of functioning, precise sets of sequences are determined and evaluated for certain parts of the storage buffer under certain criteria..