Analysis of a production line subject to degradation and preventive maintenance
•We develop an analytical method to analyze a two-machine line with a buffer of finite capacity.•The multi-state machines are subjected to condition-based preventive maintenance.•We analyze the trade-off between preventive maintenance and buffer.•We evaluate the impact of preventive maintenance stra...
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| Published in | Reliability engineering & system safety Vol. 230; p. 108906 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
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Elsevier Ltd
01.02.2023
Elsevier BV |
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| Abstract | •We develop an analytical method to analyze a two-machine line with a buffer of finite capacity.•The multi-state machines are subjected to condition-based preventive maintenance.•We analyze the trade-off between preventive maintenance and buffer.•We evaluate the impact of preventive maintenance strategies.•It is important to consider all degradation costs when optimizing maintenance.
This paper considers a continuous flow manufacturing system with two machines subjected to condition-based preventive maintenance, and separated by an intermediate buffer of finite capacity. Each machine can degrade into several discrete states characterized by different degradation levels and performance parameters, ranging from perfect functioning to complete failure. Unlike the existing literature, the proposed approach considers various side effect costs, including the cost related to quality deterioration. A methodology is developed to describe the degradation stochastic process, and to analyze the complex trade-off between the condition-based preventive maintenance and the buffer capacity. The obtained results show the importance of considering quality-related and other possible costs when selecting preventive maintenance policy to optimize the performance of the manufacturing system. It is also shown that the selection of preventive maintenance actions should be considered from the view of the whole system, rather than individual machines. The optimal solution depends on the different degradation levels of the upstream and downstream machines. |
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| AbstractList | •We develop an analytical method to analyze a two-machine line with a buffer of finite capacity.•The multi-state machines are subjected to condition-based preventive maintenance.•We analyze the trade-off between preventive maintenance and buffer.•We evaluate the impact of preventive maintenance strategies.•It is important to consider all degradation costs when optimizing maintenance.
This paper considers a continuous flow manufacturing system with two machines subjected to condition-based preventive maintenance, and separated by an intermediate buffer of finite capacity. Each machine can degrade into several discrete states characterized by different degradation levels and performance parameters, ranging from perfect functioning to complete failure. Unlike the existing literature, the proposed approach considers various side effect costs, including the cost related to quality deterioration. A methodology is developed to describe the degradation stochastic process, and to analyze the complex trade-off between the condition-based preventive maintenance and the buffer capacity. The obtained results show the importance of considering quality-related and other possible costs when selecting preventive maintenance policy to optimize the performance of the manufacturing system. It is also shown that the selection of preventive maintenance actions should be considered from the view of the whole system, rather than individual machines. The optimal solution depends on the different degradation levels of the upstream and downstream machines. This paper considers a continuous flow manufacturing system with two machines subjected to condition-based preventive maintenance, and separated by an intermediate buffer of finite capacity. Each machine can degrade into several discrete states characterized by different degradation levels and performance parameters, ranging from perfect functioning to complete failure. Unlike the existing literature, the proposed approach considers various side effect costs, including the cost related to quality deterioration. A methodology is developed to describe the degradation stochastic process, and to analyze the complex trade-off between the condition-based preventive maintenance and the buffer capacity. The obtained results show the importance of considering quality-related and other possible costs when selecting preventive maintenance policy to optimize the performance of the manufacturing system. It is also shown that the selection of preventive maintenance actions should be considered from the view of the whole system, rather than individual machines. The optimal solution depends on the different degradation levels of the upstream and downstream machines. |
| ArticleNumber | 108906 |
| Author | Nourelfath, Mustapha Nahas, Nabil Wei, Shuaichong |
| Author_xml | – sequence: 1 givenname: Shuaichong orcidid: 0000-0003-1004-1992 surname: Wei fullname: Wei, Shuaichong email: shuaichong.wei.1@ulaval.ca organization: Department of Mechanical Engineering, Faculty of Science and Engineering, Laval University, Quebec, Canada – sequence: 2 givenname: Mustapha surname: Nourelfath fullname: Nourelfath, Mustapha email: mustapha.nourelfath@gmc.ulaval.ca organization: Department of Mechanical Engineering, Faculty of Science and Engineering, Laval University, Quebec, Canada – sequence: 3 givenname: Nabil surname: Nahas fullname: Nahas, Nabil email: nabil.nahas@umoncton.ca organization: Department of Administration, University of Moncton, Canada |
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| Snippet | •We develop an analytical method to analyze a two-machine line with a buffer of finite capacity.•The multi-state machines are subjected to condition-based... This paper considers a continuous flow manufacturing system with two machines subjected to condition-based preventive maintenance, and separated by an... |
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| SubjectTerms | Buffers Continuous flow Degradation Finite capacity Maintenance Manufacturing Multi-state system Optimisation Optimization Performance evaluation Preventive maintenance Production lines Reliability engineering Stochastic processes |
| Title | Analysis of a production line subject to degradation and preventive maintenance |
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