Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation System
A joint policy of quality control, condition-based maintenance and spare ordering is proposed for a degradation system subject to the delay time concept. First, considering the fact that product quality is largely dependent on system state, a two-stage inspection policy is proposed, in which the sys...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Shanghai Jiao Tong University
2024-03-01
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| Series: | Shanghai Jiaotong Daxue xuebao |
| Subjects: | |
| Online Access: | https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-3-361.shtml |
| _version_ | 1797237729686192128 |
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| author | HAN Mengying, MA Shugang, YANG Jianhua, LI Wei, MA Zhichao |
| author_facet | HAN Mengying, MA Shugang, YANG Jianhua, LI Wei, MA Zhichao |
| author_sort | HAN Mengying, MA Shugang, YANG Jianhua, LI Wei, MA Zhichao |
| collection | DOAJ |
| description | A joint policy of quality control, condition-based maintenance and spare ordering is proposed for a degradation system subject to the delay time concept. First, considering the fact that product quality is largely dependent on system state, a two-stage inspection policy is proposed, in which the system state is detected during the initial deterioration process, but the product quality is checked after the defective state is found by an inspection. Then, based on the condition inspection information, quality information and failure information, the corresponding maintenance activity is chosen. Combining the state of the spare part when the system replacement is required, all possible events during an inspection interval are discussed and then a mathematical model of average cost rate is established. Afterwards, a simulation-based optimization approach coupling discrete event simulation and response surface methodology is devised to obtain a near optimal joint policy. Finally, a numerical example is provided to demonstrate the effectiveness and applicability of the proposed policy by comparing it with the comparative policy. |
| first_indexed | 2024-04-24T17:24:23Z |
| format | Article |
| id | doaj.art-0ac1109446074e719387456a316425fc |
| institution | Directory Open Access Journal |
| issn | 1006-2467 |
| language | zho |
| last_indexed | 2024-04-24T17:24:23Z |
| publishDate | 2024-03-01 |
| publisher | Editorial Office of Journal of Shanghai Jiao Tong University |
| record_format | Article |
| series | Shanghai Jiaotong Daxue xuebao |
| spelling | doaj.art-0ac1109446074e719387456a316425fc2024-03-28T07:32:43ZzhoEditorial Office of Journal of Shanghai Jiao Tong UniversityShanghai Jiaotong Daxue xuebao1006-24672024-03-0158336137010.16183/j.cnki.jsjtu.2022.356Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation SystemHAN Mengying, MA Shugang, YANG Jianhua, LI Wei, MA Zhichao01. School of Business, Hebei University of Economics and Business, Shijiazhuang 050061, China;2. School of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China;3. Beijing Institute of Low Carbon Operations Strategy for Enterprises, Beijing 100083, China;4. School of Management Engineering and Business, Hebei University of Engineering, Handan 056038, Hebei, ChinaA joint policy of quality control, condition-based maintenance and spare ordering is proposed for a degradation system subject to the delay time concept. First, considering the fact that product quality is largely dependent on system state, a two-stage inspection policy is proposed, in which the system state is detected during the initial deterioration process, but the product quality is checked after the defective state is found by an inspection. Then, based on the condition inspection information, quality information and failure information, the corresponding maintenance activity is chosen. Combining the state of the spare part when the system replacement is required, all possible events during an inspection interval are discussed and then a mathematical model of average cost rate is established. Afterwards, a simulation-based optimization approach coupling discrete event simulation and response surface methodology is devised to obtain a near optimal joint policy. Finally, a numerical example is provided to demonstrate the effectiveness and applicability of the proposed policy by comparing it with the comparative policy.https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-3-361.shtmlquality controlcondition-based maintenancespare orderingdelay timesimulation-based optimization |
| spellingShingle | HAN Mengying, MA Shugang, YANG Jianhua, LI Wei, MA Zhichao Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation System Shanghai Jiaotong Daxue xuebao quality control condition-based maintenance spare ordering delay time simulation-based optimization |
| title | Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation System |
| title_full | Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation System |
| title_fullStr | Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation System |
| title_full_unstemmed | Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation System |
| title_short | Joint Policy Optimization of Quality Control, Condition-Based Maintenance and Spare Ordering for a Degradation System |
| title_sort | joint policy optimization of quality control condition based maintenance and spare ordering for a degradation system |
| topic | quality control condition-based maintenance spare ordering delay time simulation-based optimization |
| url | https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-3-361.shtml |
| work_keys_str_mv | AT hanmengyingmashugangyangjianhualiweimazhichao jointpolicyoptimizationofqualitycontrolconditionbasedmaintenanceandspareorderingforadegradationsystem |