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Selective maintenance decision for equipment under multi-mission setting considering multiple resource constraints
Received date: 2022-04-26
Revised date: 2022-05-26
Accepted date: 2022-06-21
Online published: 2022-06-24
Supported by
Postgraduate Funing Project of PLA(JY2020B085)
In the battlefield environment， the mission interval is limited. The quick restoration of equipment combat power and improvement of mission reliability is an important issue in equipment maintenance decision-making. Taking equipment continuously performing multiple missions as the background， and comprehensively considering factors such as mission reliability requirement， availability requirement and the skill levels of maintenance personnel， we establish an equipment selective maintenance decision-making model with the optimization goal of minimizing the sum of the multi-mission interval time， and use the genetic algorithm to obtain the solution. Combined with a numerical example， the influences of factors such as mission reliability requirement， availability requirement and the skill levels of maintenance personnel on the optimization results are analyzed. The results show that the established model and the solution algorithm are effective， which can provide theoretical guidance and technical support for equipment maintenance decision-making in the battlefield environment.
Weining MA , Qiwei HU , Xisheng JIA . Selective maintenance decision for equipment under multi-mission setting considering multiple resource constraints[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2025 , 46(2) : 227327 -227327 . DOI: 10.7527/S1000-6893.2022.27327
| 1 | 殷双斌， 周林， 赵蒙， 等. 基于维修效果的退化装备更换维修决策研究［J］. 军事运筹与系统工程， 2021， 35（3）： 36-42. |
| YIN S B， ZHOU L， ZHAO M， et al. Research on maintenance decision of degraded equipment replacement based on maintenance effect［J］. Military Operations Research and Systems Engineering， 2021， 35（3）： 36-42 （in Chinese）. | |
| 2 | 王少华， 张仕新， 李勇， 等. 不完全维修条件下复杂系统的选择性维修决策方法研究［J］. 兵工学报， 2018， 39（6）： 1215-1224. |
| WANG S H， ZHANG S X， LI Y， et al. Research on selective maintenance decision-making method of complex system considering imperfect maintenance［J］. Acta Armamentarii， 2018， 39（6）： 1215-1224 （in Chinese）. | |
| 3 | RICE W F， CASSADY C R， NACHLAS J A. Optimal maintenance plans under limited maintenance time［C］∥Proceedings of the Seventh Industrial Engineering Research Conference， 1998. |
| 4 | DOYEN L， GAUDOIN O. Classes of imperfect repair models based on reduction of failure intensity or virtual age［J］. Reliability Engineering & System Safety， 2004， 84（1）： 45-56. |
| 5 | 王海朋， 段富海， 马骏. 复杂系统的选择性维修模型和求解算法［J］. 北京航空航天大学学报， 2020， 46（12）： 2264-2273. |
| WANG H P， DUAN F H， MA J. Selective maintenance model and its solving algorithm for complex system［J］. Journal of Beijing University of Aeronautics and Astronautics， 2020， 46（12）： 2264-2273 （in Chinese）. | |
| 6 | LIU Y， HUANG H Z. Optimal selective maintenance strategy for multi-state systems under imperfect maintenance［J］. IEEE Transactions on Reliability， 2010， 59（2）： 356-367. |
| 7 | PANDEY M， ZUO M J， MOGHADDASS R. Selective maintenance modeling for a multistate system with multistate components under imperfect maintenance［J］. IIE Transactions， 2013， 45（11）： 1221-1234. |
| 8 | 曹文斌， 贾希胜， 胡起伟. 共因失效条件下多状态系统选择性维修优化［J］. 航空学报， 2018， 39（2）： 221556. |
| CAO W B， JIA X S， HU Q W. Selective maintenance optimization for multi-state systems subject to common cause failures［J］. Acta Aeronautica et Astronautica Sinica， 2018， 39（2）： 221556 （in Chinese）. | |
| 9 | LISNIANSKI A， LEVITIN G. Multi-state system reliability［M］. Singapore： World Scientific， 2003. |
| 10 | VU H C， DO P， BARROS A， et al. Maintenance grouping strategy for multi-component systems with dynamic contexts［J］. Reliability Engineering & System Safety， 2014， 132： 233-249. |
| 11 | MAAROUFI G， CHELBI A， REZG N. Optimal selective renewal policy for systems subject to propagated failures with global effect and failure isolation phenomena［J］. Reliability Engineering & System Safety， 2013， 114： 61-70. |
| 12 | FAN M F， ZENG Z G， ZIO E， et al. Modeling dependent competing failure processes with degradation-shock dependence［J］. Reliability Engineering & System Safety， 2017， 165： 422-430. |
| 13 | MA W N， LI H， YANG Z Y， et al. Maintenance optimization for two-component series systems with degradation dependence［J］. IEEE Access， 2021， 9： 48174-48184. |
| 14 | GUPTA N， ALI I， BARI A. Fuzzy goal programming approach in selective maintenance reliability model［J］. Pakistan Journal of Statistics and Operation Research， 2013， 9（3）： 321. |
| 15 | ALI I， SUHAIB HASAN S. Bi-criteria optimization technique in stochastic system maintenance allocation problem［J］. American Journal of Operations Research， 2013， 3（1）： 17-29. |
| 16 | KHATAB A， DIALLO C， VENKATADRI U， et al. Optimization of the joint selective maintenance and repairperson assignment problem under imperfect maintenance［J］. Computers & Industrial Engineering， 2018， 125： 413-422. |
| 17 | DIALLO C， KHATAB A， VENKATADRI U， et al. A joint selective maintenance and multiple repairperson assignment problem［C］∥Proceedings of the 7th International Conference on Industrial Engineering and Systems Management， 2017. |
| 18 | DIALLO C， VENKATADRI U， KHATAB A， et al. Optimal joint selective imperfect maintenance and multiple repairpersons assignment strategy for complex multicomponent systems［J］. International Journal of Production Research， 2019， 57（13）： 4098-4117. |
| 19 | CHAABANE K， KHATAB A， DIALLO C， et al. Integrated imperfect multimission selective maintenance and repairpersons assignment problem［J］. Reliability Engineering & System Safety， 2020， 199： 106895. |
| 20 | JIANG T， LIU Y. Selective maintenance strategy for systems executing multiple consecutive missions with uncertainty［J］. Reliability Engineering & System Safety， 2020， 193： 106632. |
| 21 | 刘宇. 多状态复杂系统可靠性建模及维修决策［D］. 成都： 电子科技大学， 2010. |
| LIU Y. Reliability modeling and maintenance decision of multi-state complex system［D］. Chengdu： University of Electronic Science and Technology of China， 2010 （in Chinese）. | |
| 22 | 王少华， 张仕新， 李勇， 等. 有限任务间隔时间内的装备选择性维修决策研究［J］. 系统工程与电子技术， 2018， 40（11）： 2611-2616. |
| WANG S H， ZHANG S X， LI Y， et al. Research on selective maintenance decision-making of equipment given finite mission time intervals［J］. Systems Engineering and Electronics， 2018， 40（11）： 2611-2616 （in Chinese）. | |
| 23 | 贾希胜. 以可靠性为中心的维修决策模型［M］. 北京： 国防工业出版社， 2007. |
| JIA X S. The decision models for reliability centered maintenance［M］. Beijing： National Defense Industry Press， 2007 （in Chinese）. | |
| 24 | LEVITIN G. Genetic algorithms in reliability engineering［J］. Reliability Engineering & System Safety， 2006， 91（9）： 975-976. |
| 25 | LEVITIN G， LISNIANSKI A. Optimization of imperfect preventive maintenance for multi-state systems［J］. Reliability Engineering & System Safety， 2000， 67（2）： 193-203. |
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