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Information Journal Paper

Title

MACHINE RELIABILITY IN A DYNAMIC CELLULAR MANUFACTURING SYSTEM: A COMPREHENSIVE APPROACH TO A CELL LAYOUT PROBLEM

Pages

  175-196

Abstract

 The fundamental function of a CELLULAR MANUFACTURING SYSTEM (CMS) is based on the definition and recognition of a type of similarity among parts that should be produced in a planning period. CELL FORMATION (CF) and CELL LAYOUT design are two important steps in implementation of the CMS. This paper represents a new nonlinear mathematical programming model for dynamic CELL FORMATION that employs the rectilinear distance notion to determine the layout in the continuous space. In the proposed model, machines are considered unreliable with a stochastic time between failures. The objective function calculates the costs of inter- and intra-cell movements of parts and the cost due to the existence of exceptional elements (EEs), cell reconfigurations, and machine breakdowns. Due to the problem’s complexity, the presented mathematical model is categorized in NP-hardness; thus, a genetic algorithm (GA) is used for solving this problem. Several crossover and mutation strategies are adjusted for GA and parameters are calibrated based on Taguchi experimental design method. The great efficiency of the proposed GA is then demonstrated by drawing a comparison between particle swarm optimization (PSO) and the optimum solution via GAMS considering several small/medium- and large-sized problems.

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    APA: Copy

    Golmohammadi, Amir Mohammad, Honarvar, Mahboobeh, HOSSEINI NASAB, HASAN, & TAVAKKOLI MOGHADDAM, REZA. (2018). MACHINE RELIABILITY IN A DYNAMIC CELLULAR MANUFACTURING SYSTEM: A COMPREHENSIVE APPROACH TO A CELL LAYOUT PROBLEM. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), 29(2), 175-196. SID. https://sid.ir/paper/714259/en

    Vancouver: Copy

    Golmohammadi Amir Mohammad, Honarvar Mahboobeh, HOSSEINI NASAB HASAN, TAVAKKOLI MOGHADDAM REZA. MACHINE RELIABILITY IN A DYNAMIC CELLULAR MANUFACTURING SYSTEM: A COMPREHENSIVE APPROACH TO A CELL LAYOUT PROBLEM. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH)[Internet]. 2018;29(2):175-196. Available from: https://sid.ir/paper/714259/en

    IEEE: Copy

    Amir Mohammad Golmohammadi, Mahboobeh Honarvar, HASAN HOSSEINI NASAB, and REZA TAVAKKOLI MOGHADDAM, “MACHINE RELIABILITY IN A DYNAMIC CELLULAR MANUFACTURING SYSTEM: A COMPREHENSIVE APPROACH TO A CELL LAYOUT PROBLEM,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), vol. 29, no. 2, pp. 175–196, 2018, [Online]. Available: https://sid.ir/paper/714259/en

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