PREVENTIVE MAINTENANCE IN UNRELATED PARALLEL MACHINE SCHEDULING WITH DETERIORATION EFFECT AND SETUP TIMES

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FAKHRZAD MOHAMMAD BAGHER; RAJAEI BEHNAM

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Paper Information

Journal: JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES Year:2017 | Volume:15 | Issue:45 Page(s): 1-43

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Information Journal Paper

Title

PREVENTIVE MAINTENANCE IN UNRELATED PARALLEL MACHINE SCHEDULING WITH DETERIORATION EFFECT AND SETUP TIMES

Author(s)

FAKHRZAD MOHAMMAD BAGHER | RAJAEI BEHNAM | Issue Writer Certificate

Keywords

SEQUENCINGQ1

UNRELATED PARALLEL MACHINESQ1

PREVENTIVE MAINTENANCEQ1

RATE-MODIFYING ACTIVITYQ1

DETERIORATION EFFECTQ1

Abstract

In this paper, the problem of job scheduling and PREVENTIVE MAINTENANCE activities is investigated simultaneously in an unrelated parallel machine’s environment with machine deterioration. Due to the existence of deterioration phenomenon and its effect on the job scheduling, the aim of this paper is to find the ideal time, the optimum number of maintenance activities and the sequence of the jobs, for minimizing the sum of job's completion times. PREVENTIVE MAINTENANCE activities may be needed because of tool wears or machine deterioration in a job scheduling horizon.Here, two different deterioration time function and tool wear are studied, in which the machines are reverted to the original condition after any PREVENTIVE MAINTENANCE activity. The duration of each activity is considered as a function of its starting time and its position on the sequence of job scheduling. A mathematical model is proposed and due to its complexity, a simulated annealing Mehta-heuristic algorithm is used for solving the model.Finally, numerical examples are given and sensitivity analysis with various parameters is applied to evaluate the performance of the proposed method.

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APA: Copy

FAKHRZAD, MOHAMMAD BAGHER, & RAJAEI, BEHNAM. (2017). PREVENTIVE MAINTENANCE IN UNRELATED PARALLEL MACHINE SCHEDULING WITH DETERIORATION EFFECT AND SETUP TIMES. JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES, 15(45 ), 1-43. SID. https://sid.ir/paper/213270/en

Vancouver: Copy

FAKHRZAD MOHAMMAD BAGHER, RAJAEI BEHNAM. PREVENTIVE MAINTENANCE IN UNRELATED PARALLEL MACHINE SCHEDULING WITH DETERIORATION EFFECT AND SETUP TIMES. JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES[Internet]. 2017;15(45 ):1-43. Available from: https://sid.ir/paper/213270/en

IEEE: Copy

MOHAMMAD BAGHER FAKHRZAD, and BEHNAM RAJAEI, “PREVENTIVE MAINTENANCE IN UNRELATED PARALLEL MACHINE SCHEDULING WITH DETERIORATION EFFECT AND SETUP TIMES,” JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES, vol. 15, no. 45 , pp. 1–43, 2017, [Online]. Available: https://sid.ir/paper/213270/en

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