Abstract
Manufacturing machines usually work under piecewise constant operating condition (PCOC) and are subject to imperfect preventive maintenance (PM). In this paper, an extended imperfect maintenance (IM) model for a machine working under PCOC is developed by combining an age-based hybrid IM model and an accelerated failure time model (AFTM). Maximum likelihood method is provided for estimating the model parameters. A dynamic cost-effective PM policy based on a short-term production plan is proposed for a common situation where the production plan is updated dynamically and only the current operating condition (OC) is confirmed. A numerical example is conducted to demonstrate the use of the proposed policy in practice.
Original language | English (US) |
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Pages (from-to) | 105-115 |
Number of pages | 11 |
Journal | Reliability Engineering and System Safety |
Volume | 168 |
DOIs | |
State | Published - Dec 2017 |
Keywords
- Accelerated failure time model
- Imperfect maintenance
- Operating condition
- Preventive maintenance policy
ASJC Scopus subject areas
- Safety, Risk, Reliability and Quality
- Industrial and Manufacturing Engineering