An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating System
Condition-based maintenance is an effective method for deciding when to maintain deteriorating system. In this paper, a non-periodic maintenance model with adaptive inspection intervals is proposed by the consideration of system stability and deterioration. Different maintenance plans and monitoring...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2018-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8474963/ |
| _version_ | 1818415227673247744 |
|---|---|
| author | Cong Zhang Haiping Zhu Jun Wu Yiwei Cheng Yuhao Deng Cheng Liu |
| author_facet | Cong Zhang Haiping Zhu Jun Wu Yiwei Cheng Yuhao Deng Cheng Liu |
| author_sort | Cong Zhang |
| collection | DOAJ |
| description | Condition-based maintenance is an effective method for deciding when to maintain deteriorating system. In this paper, a non-periodic maintenance model with adaptive inspection intervals is proposed by the consideration of system stability and deterioration. Different maintenance plans and monitoring strategies are adopted in distinct stages of life cycle of the deteriorating system to reduce costs, which is a complex multiple optimization parameter problem. And particle swarm optimization algorithm combining heuristic rules is designed to solve this multi-objective problem. Finally, a numerical example is implemented to illustrate the effectiveness and rationality of the proposed model. The comparison between the proposed model and other maintenance models illustrates the economy of the proposed model and the importance of considering system stability. Sensitivity analysis is also performed to investigate the effect of seven cost factors. |
| first_indexed | 2024-12-14T11:31:39Z |
| format | Article |
| id | doaj.art-3e53fed7899c41b1982923c70425f6a9 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-14T11:31:39Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-3e53fed7899c41b1982923c70425f6a92022-12-21T23:03:15ZengIEEEIEEE Access2169-35362018-01-016551495516110.1109/ACCESS.2018.28723488474963An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating SystemCong Zhang0Haiping Zhu1Jun Wu2https://orcid.org/0000-0002-8657-5475Yiwei Cheng3Yuhao Deng4Cheng Liu5State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, ChinaSchool of Naval Architecture and Ocean Engineering, Huazhong University of Science and Technology, Wuhan, ChinaSchool of Naval Architecture and Ocean Engineering, Huazhong University of Science and Technology, Wuhan, ChinaState Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, ChinaState Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Aeronautics and Astronautics, Stanford University, Stanford, CA, USACondition-based maintenance is an effective method for deciding when to maintain deteriorating system. In this paper, a non-periodic maintenance model with adaptive inspection intervals is proposed by the consideration of system stability and deterioration. Different maintenance plans and monitoring strategies are adopted in distinct stages of life cycle of the deteriorating system to reduce costs, which is a complex multiple optimization parameter problem. And particle swarm optimization algorithm combining heuristic rules is designed to solve this multi-objective problem. Finally, a numerical example is implemented to illustrate the effectiveness and rationality of the proposed model. The comparison between the proposed model and other maintenance models illustrates the economy of the proposed model and the importance of considering system stability. Sensitivity analysis is also performed to investigate the effect of seven cost factors.https://ieeexplore.ieee.org/document/8474963/Condition based maintenancedeteriorating systemimperfect inspectionreliabilitysystem stability |
| spellingShingle | Cong Zhang Haiping Zhu Jun Wu Yiwei Cheng Yuhao Deng Cheng Liu An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating System IEEE Access Condition based maintenance deteriorating system imperfect inspection reliability system stability |
| title | An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating System |
| title_full | An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating System |
| title_fullStr | An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating System |
| title_full_unstemmed | An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating System |
| title_short | An Economical Optimization Model of Non-Periodic Maintenance Decision for Deteriorating System |
| title_sort | economical optimization model of non periodic maintenance decision for deteriorating system |
| topic | Condition based maintenance deteriorating system imperfect inspection reliability system stability |
| url | https://ieeexplore.ieee.org/document/8474963/ |
| work_keys_str_mv | AT congzhang aneconomicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT haipingzhu aneconomicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT junwu aneconomicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT yiweicheng aneconomicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT yuhaodeng aneconomicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT chengliu aneconomicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT congzhang economicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT haipingzhu economicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT junwu economicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT yiweicheng economicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT yuhaodeng economicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem AT chengliu economicaloptimizationmodelofnonperiodicmaintenancedecisionfordeterioratingsystem |