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Using a novel hierarchical coloured Petri net to model and optimise fleet spare inventory, cannibalisation and preventive maintenance

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  • Sheng, Jingyu
  • Prescott, Darren

Abstract

Spare part availability is crucial to restoring inoperative platforms to the working state. Platforms failing during operation undergo corrective maintenance to replace failed components with spares. To reduce the frequency of this unplanned, corrective maintenance, platforms are inspected periodically and degraded components preventively replaced. Maintenance delays occur when spares are unavailable but cannibalisation can reduce these delays by allowing working components to be removed from inoperative platforms and used to restore other inoperative platforms. Fleets can be deployed across multiple bases that are served by one or more depots. Failed components that cannot be repaired at a base are sent to a depot for repair, along with associated requests for spares, which are satisfied by depot inventories.

Suggested Citation

  • Sheng, Jingyu & Prescott, Darren, 2019. "Using a novel hierarchical coloured Petri net to model and optimise fleet spare inventory, cannibalisation and preventive maintenance," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    • Handle: RePEc:eee:reensy:v:191:y:2019:i:c:s0951832018303399
    DOI: 10.1016/j.ress.2019.106579
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    References listed on IDEAS

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    1. Lau, Hoong Chuin & Song, Huawei & See, Chuen Teck & Cheng, Siew Yen, 2006. "Evaluation of time-varying availability in multi-echelon spare parts systems with passivation," European Journal of Operational Research, Elsevier, vol. 170(1), pages 91-105, April.
    2. Sheng, Jingyu & Prescott, Darren, 2017. "A hierarchical coloured Petri net model of fleet maintenance with cannibalisation," Reliability Engineering and System Safety, Elsevier, vol. 168(C), pages 290-305.
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    4. Chew, S.P. & Dunnett, S.J. & Andrews, J.D., 2008. "Phased mission modelling of systems with maintenance-free operating periods using simulated Petri nets," Reliability Engineering and System Safety, Elsevier, vol. 93(7), pages 980-994.
    5. Craig C. Sherbrooke, 1986. "VARI-METRIC : Improved Approximations for Multi-Indenture, Multi-Echelon Availability Models," Operations Research, INFORMS, vol. 34(2), pages 311-319, April.
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    Cited by:

    1. Chiachío, Manuel & Saleh, Ali & Naybour, Susannah & Chiachío, Juan & Andrews, John, 2022. "Reduction of Petri net maintenance modeling complexity via Approximate Bayesian Computation," Reliability Engineering and System Safety, Elsevier, vol. 222(C).
    2. Zhang, Qin & Liu, Yu & Xiahou, Tangfan & Huang, Hong-Zhong, 2023. "A heuristic maintenance scheduling framework for a military aircraft fleet under limited maintenance capacities," Reliability Engineering and System Safety, Elsevier, vol. 235(C).

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