Dynamic dispatching and preventive maintenance for parallel machines with dispatching-dependent deterioration

Wu, Cheng-Hung; Yao, Yi-Chun; Dauzère‐Pérès, Stéphane; Yu, Cheng-Juei

doi:10.1016/j.cor.2019.104779

Cited by 11 publications

(1 citation statement)

References 30 publications

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“…Pandey et al 9 and Hadidi et al 10 considered the integration of system maintenance and production scheduling, established a comprehensive model of single machine scheduling and maintenance. Wu et al 11 and Lee and Cehn 12 used the same type of parallel machine as the research object, and optimized the maximum completion time as the goal to establish an integrated model of parallel scheduling and maintenance. Several studies 13–17 have established an integrated model of production scheduling and maintenance for job shop, flow shops, and flexible job shops.…”

Section: Introductionmentioning

confidence: 99%

Joint decision of condition-based maintenance and production scheduling for multi-component systems

Zhang

Gan

Hou

2021

Proceedings of the Institution of Mechanical Engineers, Part B:

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In this study, system maintenance and production scheduling are jointly decided to solve the problems of resource idleness and time cost increase due to system maintenance in the processing of production scheduling. Based on the previous research on the integration of scheduling and maintenance of single machine and multi machine, considering the deterioration and economic dependence of each component in the system, a joint strategy of multi component condition-based maintenance combined with production scheduling is formulated. All the maintenance combinations and probability calculation formulas in the production scheduling process are developed using the deterioration state space partition method, and the probability density function and its numerical solution method are derived. A joint decision model is established to minimize the total weighted expected completion time. Finally, taking the KS5 adjustable multi axis tapping machine as an example, numerical experiments were conducted to verify the correctness of the proposed strategy and the established model.

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