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A hybrid maintenance policy for a deteriorating unit in the presence of three forms of variability

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  • Esposito, Nicola
  • Mele, Agostino
  • Castanier, Bruno
  • GIORGIO, Massimiliano

Abstract

In this paper, a hybrid condition-/age-based maintenance policy is proposed for deteriorating units whose observed degradation paths are affected by temporal variability, unit to unit variability, and measurement error. The hidden degradation process is described by using a gamma model with random effect. The measurement error is modeled as a non-Gaussian random variable. Units are assumed to fail when their degradation level exceeds a given threshold.

Suggested Citation

  • Esposito, Nicola & Mele, Agostino & Castanier, Bruno & GIORGIO, Massimiliano, 2023. "A hybrid maintenance policy for a deteriorating unit in the presence of three forms of variability," Reliability Engineering and System Safety, Elsevier, vol. 237(C).
    • Handle: RePEc:eee:reensy:v:237:y:2023:i:c:s095183202300234x
    DOI: 10.1016/j.ress.2023.109320
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    References listed on IDEAS

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