Reliability Modeling for Multistate System with Preventive Maintenance under Customer Demand
The performance level of a multistate system (MSS) can vary among different values rather than only two states (perfect functioning and complete failure). To improve the reliability of MSSs, a maintenance strategy has been adopted to satisfy customer demand, and reliability modeling of MSS with prev...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
|
| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2020/3165230 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832550961201020928 |
|---|---|
| author | Jinlei Qin Zheng Li |
| author_facet | Jinlei Qin Zheng Li |
| author_sort | Jinlei Qin |
| collection | DOAJ |
| description | The performance level of a multistate system (MSS) can vary among different values rather than only two states (perfect functioning and complete failure). To improve the reliability of MSSs, a maintenance strategy has been adopted to satisfy customer demand, and reliability modeling of MSS with preventive maintenance and customer demand is proposed. According to the regular degradation and random failure at each state, based on the Markov random process, the proposed MSS with preventive maintenance can be modeled to satisfy the customer demand in a specific state. This model can also be adapted to compute other reliability indices. Based on this model, the effect of different preventive maintenance actions on the reliability indices can be analyzed and further compared. Two numerical examples have been illustrated to show the validity of the proposed model. The reliability model presented in this study can be used to assess the type of MSS and help reliability engineers to compare different maintenance actions quantitatively and make optimal decisions. |
| format | Article |
| id | doaj-art-33dbfe65e9ea45c982ca2bcf1c1d4b5e |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-33dbfe65e9ea45c982ca2bcf1c1d4b5e2025-02-03T06:05:16ZengWileyComplexity1076-27871099-05262020-01-01202010.1155/2020/31652303165230Reliability Modeling for Multistate System with Preventive Maintenance under Customer DemandJinlei Qin0Zheng Li1Department of Computer, North China Electric Power University, Baoding, ChinaDepartment of Computer, North China Electric Power University, Baoding, ChinaThe performance level of a multistate system (MSS) can vary among different values rather than only two states (perfect functioning and complete failure). To improve the reliability of MSSs, a maintenance strategy has been adopted to satisfy customer demand, and reliability modeling of MSS with preventive maintenance and customer demand is proposed. According to the regular degradation and random failure at each state, based on the Markov random process, the proposed MSS with preventive maintenance can be modeled to satisfy the customer demand in a specific state. This model can also be adapted to compute other reliability indices. Based on this model, the effect of different preventive maintenance actions on the reliability indices can be analyzed and further compared. Two numerical examples have been illustrated to show the validity of the proposed model. The reliability model presented in this study can be used to assess the type of MSS and help reliability engineers to compare different maintenance actions quantitatively and make optimal decisions.http://dx.doi.org/10.1155/2020/3165230 |
| spellingShingle | Jinlei Qin Zheng Li Reliability Modeling for Multistate System with Preventive Maintenance under Customer Demand Complexity |
| title | Reliability Modeling for Multistate System with Preventive Maintenance under Customer Demand |
| title_full | Reliability Modeling for Multistate System with Preventive Maintenance under Customer Demand |
| title_fullStr | Reliability Modeling for Multistate System with Preventive Maintenance under Customer Demand |
| title_full_unstemmed | Reliability Modeling for Multistate System with Preventive Maintenance under Customer Demand |
| title_short | Reliability Modeling for Multistate System with Preventive Maintenance under Customer Demand |
| title_sort | reliability modeling for multistate system with preventive maintenance under customer demand |
| url | http://dx.doi.org/10.1155/2020/3165230 |
| work_keys_str_mv | AT jinleiqin reliabilitymodelingformultistatesystemwithpreventivemaintenanceundercustomerdemand AT zhengli reliabilitymodelingformultistatesystemwithpreventivemaintenanceundercustomerdemand |