Maintenance Optimization for Two-Component Series Systems With Degradation Dependence

Maintenance Optimization for Two-Component Series Systems With Degradation Dependence

This paper proposes a model of maintenance optimization for a system consisting of two dependent components in long-term operation, where both components are subject to dependent degradation. Gamma process is used to model the degradation, and Frank Copula is applied to describe the degradation depe...

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Main Authors: Wei-Ning Ma, Hua Li, Zhi-Yuan Yang, Qi-Wei Hu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Two-component system
maintenance optimization
degradation dependence
availability
Online Access:https://ieeexplore.ieee.org/document/9364979/
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spelling doaj-131735ea26bd4bf7abc6caadca9833be2021-04-05T17:39:22ZengIEEEIEEE Access2169-35362021-01-019481744818410.1109/ACCESS.2021.30625679364979Maintenance Optimization for Two-Component Series Systems With Degradation DependenceWei-Ning Ma0Hua Li1Zhi-Yuan Yang2Qi-Wei Hu3https://orcid.org/0000-0002-4248-7094Department of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University, Shijiazhuang, ChinaShijiazhuang Campus, Center of Teaching and Researching Support, Army Engineering University, Shijiazhuang, ChinaShijiazhuang Campus, Center of Teaching and Researching Support, Army Engineering University, Shijiazhuang, ChinaDepartment of Equipment Command and Management, Shijiazhuang Campus, Army Engineering University, Shijiazhuang, ChinaThis paper proposes a model of maintenance optimization for a system consisting of two dependent components in long-term operation, where both components are subject to dependent degradation. Gamma process is used to model the degradation, and Frank Copula is applied to describe the degradation dependence between the two components. We then consider degradation dependence to optimize maintenance strategy for the system to maximize its availability. The improved Artificial Bee Colony (ABC) algorithm is used to jointly determine inspection interval, opportunistic and preventive maintenance thresholds of the system. Finally, an example is provided to validate the proposed model.https://ieeexplore.ieee.org/document/9364979/Two-component systemmaintenance optimizationdegradation dependenceavailability
collection DOAJ
language English
format Article
sources DOAJ
author Wei-Ning Ma
Hua Li
Zhi-Yuan Yang
Qi-Wei Hu
spellingShingle Wei-Ning Ma
Hua Li
Zhi-Yuan Yang
Qi-Wei Hu
Maintenance Optimization for Two-Component Series Systems With Degradation Dependence
IEEE Access
Two-component system
maintenance optimization
degradation dependence
availability
author_facet Wei-Ning Ma
Hua Li
Zhi-Yuan Yang
Qi-Wei Hu
author_sort Wei-Ning Ma
title Maintenance Optimization for Two-Component Series Systems With Degradation Dependence
title_short Maintenance Optimization for Two-Component Series Systems With Degradation Dependence
title_full Maintenance Optimization for Two-Component Series Systems With Degradation Dependence
title_fullStr Maintenance Optimization for Two-Component Series Systems With Degradation Dependence
title_full_unstemmed Maintenance Optimization for Two-Component Series Systems With Degradation Dependence
title_sort maintenance optimization for two-component series systems with degradation dependence
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description This paper proposes a model of maintenance optimization for a system consisting of two dependent components in long-term operation, where both components are subject to dependent degradation. Gamma process is used to model the degradation, and Frank Copula is applied to describe the degradation dependence between the two components. We then consider degradation dependence to optimize maintenance strategy for the system to maximize its availability. The improved Artificial Bee Colony (ABC) algorithm is used to jointly determine inspection interval, opportunistic and preventive maintenance thresholds of the system. Finally, an example is provided to validate the proposed model.
topic Two-component system
maintenance optimization
degradation dependence
availability
url https://ieeexplore.ieee.org/document/9364979/
work_keys_str_mv AT weiningma maintenanceoptimizationfortwocomponentseriessystemswithdegradationdependence
AT huali maintenanceoptimizationfortwocomponentseriessystemswithdegradationdependence
AT zhiyuanyang maintenanceoptimizationfortwocomponentseriessystemswithdegradationdependence
AT qiweihu maintenanceoptimizationfortwocomponentseriessystemswithdegradationdependence
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