| Citation: | WANG Haipeng, DUAN Fuhai, MA Junet al. Selective maintenance model and its solving algorithm for complex system[J]. Journal of Beijing University of Aeronautics and Astronautics, 2020, 46(12): 2264-2273. doi: 10.13700/j.bh.1001-5965.2019.0619(in Chinese)
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Considering no maintenance, minimal maintenance, replacement maintenance and multiple intermediate maintenance levels, a selective maintenance model for the complex system is proposed based on Particle Swarm Optimization (PSO) algorithm and multiple repairpersons. In the imperfect maintenance model, effective age, maintenance cost and pre-maintenance state of components are introduced, which is more in line with the engineering practice. A system components maintenance tasks assignment algorithm, to solve the problem of how to assign multiple maintenance tasks to multiple repairpersons in order to minimize the maintenance time, is also proposed. Furthermore, the proposed algorithm is introduced into the PSO algorithm to solve the selective maintenance model, which is given for complex system considering multiple repairpersons and imperfect maintenance. The results of case analysis show that the proposed model and the corresponding algorithm are effective, and can provide feasible maintenance decision-making schemes for complex system.
| [1] |
史跃东, 徐一帆, 金家善.装备复杂系统多状态可靠性分析与评估技术[M].北京:科学出版社, 2017.
SHI Y D, XU Y F, JIN J S.Multi-state reliability analysis and evaluation technology for complex equipment[M].Beijing:Science Press, 2017(in Chinese).
|
| [2] |
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: 1-3.
|
| [3] |
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.
|
| [4] |
PANDEY M, ZUO M J, MOGHADDASS R.Selective maintenance for binary systems using age-based imperfect repair model[C]//Proceedings of 2012 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering.Piscataway: IEEE Press, 2012: 385-389.
|
| [5] |
PANDEY M, ZUO M J, MOGHADDASS R, et al.Selective maintenance for binary systems under imperfect repair[J].Reliability Engineering and System Safety, 2013, 113:42-51.
|
| [6] |
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).
|
| [7] |
CAO W B, JIA X S, LIU Y, et al.Selective maintenance optimization for fuzzy multi-state systems[J].Journal of Intelligent & Fuzzy Systems, 2018, 34(1):105-121.
|
| [8] |
DJELLOUL I, KHATAB A, AGHEZZAF E H, et al.Optimal selective maintenance policy for series-parallel systems operating missions of random durations[C]//Proceeding of the 45th International Conference on Computers and Industrial Engineering, 2015: 1-8.
|
| [9] |
LIU Y, CHEN Y, JIANG T.On sequence planning for selective maintenance of multi-state systems under stochastic maintenance durations[J].European Journal of Operational Research, 2018, 268(1):113-127.
|
| [10] |
DAO C D, ZUO M J.Selective maintenance for multi-state series systems with s-dependent components[J].IEEE Transactions on Reliability, 2016, 65(2):525-539.
|
| [11] |
DIALLO C, KHATAB A, VENKATADRI U, et al.A joint selective maintenance and multiple repair-person assignment problem[C]//Proceedings of the 7th International Conference on Industrial Engineering and Systems Management, 2017: 317-322.
|
| [12] |
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.
|
| [13] |
DIALLO C, VENKATADRI U, AGHEZZAF E H, 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.
|
| [14] |
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 Defence Industry Press, 2007(in Chinese).
|
| [15] |
JIANG X H, DUAN F H, TIAN H, et al.Optimization of reliability centered predictive maintenance scheme for inertial navigation system[J].Reliability Engineering and System Safety, 2015, 140:208-217.
|
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