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Modeling Spare Parts Demands Forecast under Two-Dimensional Preventive Maintenance Policy

Author

Listed:
  • Qiwei Hu
  • Yongsheng Bai
  • Jianmin Zhao
  • Wenbin Cao

Abstract

In maintenance practice, there is such a situation where the spare parts replacement should be carried out at the scheduling time of calendar or usage for whichever comes first. The issue of two-dimensional preventive maintenance usually was not addressed by traditional methods, and at present, few studies were focused on this very topic. Based on these considerations, this paper presented the two-dimensional preventive policy where replacements of spare parts are based on both calendar time and usage time. A novel model was developed to forecast spare parts demands under two-dimensional preventive maintenance policy, and a discrete algorithm was presented for solving the mathematical model. A case study was given to demonstrate its applicability and validity, and it was showed that the presented model can be used to forecast spare parts demands as well as to optimize spare parts and preventive maintenance jointly.

Suggested Citation

  • Qiwei Hu & Yongsheng Bai & Jianmin Zhao & Wenbin Cao, 2015. "Modeling Spare Parts Demands Forecast under Two-Dimensional Preventive Maintenance Policy," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-9, February.
    • Handle: RePEc:hin:jnlmpe:728241
    DOI: 10.1155/2015/728241
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    Cited by:

    1. Peng, Shizhe & Jiang, Wei & Huang, Wenpo & Luo, Qinglin, 2024. "The impact of gamma usage processes on preventive maintenance policies under two-dimensional warranty," Reliability Engineering and System Safety, Elsevier, vol. 242(C).
    2. Iyad Alawaysheh & Imad Alsyouf & Zain El-Abideen Tahboub & Hossam S. Almahasneh, 2020. "Selecting maintenance practices based on environmental criteria: a comparative analysis of theory and practice in the public transport sector in UAE/DUBAI," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 11(6), pages 1133-1155, December.
    3. Orlando Durán & Paulo Afonso & Víctor Jiménez & Katty Carvajal, 2023. "Cost of Ownership of Spare Parts under Uncertainty: Integrating Reliability and Costs," Mathematics, MDPI, vol. 11(15), pages 1-23, July.
    4. Ernesto Armando Pacheco-Velázquez & Manuel Robles-Cárdenas & Saúl Juárez Ordóñez & Abelardo Ernesto Damy Solís & Leopoldo Eduardo Cárdenas-Barrón, 2023. "A Heuristic Model for Spare Parts Stocking Based on Markov Chains," Mathematics, MDPI, vol. 11(16), pages 1-21, August.
    5. Calvin Stephen & Biswajit Basu & Aonghus McNabola, 2024. "Detection of Cavitation in a Centrifugal Pump-as-Turbine Using Time-Domain-Based Analysis of Vibration Signals," Energies, MDPI, vol. 17(11), pages 1-18, May.

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