Browse > Article
http://dx.doi.org/10.11627/jksie.2022.45.4.187

Optimization of the Selective Maintenance under Plural Systems Considering Shortage of Spare Parts and Cannibalization  

Jangwon Lee (Department of Defense Science, Korea National Defense University)
Suhwan Kim (Department of Defense Science, Korea National Defense University)
Publication Information
Journal of Korean Society of Industrial and Systems Engineering / v.45, no.4, 2022 , pp. 187-198 More about this Journal
Abstract
This paper addresses the maintenance optimization problem in multi-component systems in which parts are connected in series, carrying out several missions interspersed with scheduled finite breaks. Due to limited time or resources, maintenance actions can be only carried out on a limited set of components. The decision maker then has to decide which components to maintain to ensure a pre-specified performance level during next mission. Most of the existing models in the literature usually assume only one system and enough spare parts. However, there are situations in which maintenance is required for multiple systems of the same type. To overcome this restrictive assumption, this study optimizes the maintenance problem considering the lack of repair parts and cannibalism for many identical systems. This study presents two optimization models with different objectives to solve the problem and analyzes the results so that the decision maker can decide. The results of this study are expected to be used for the maintenance of multiple systems of the same type, such as swarm drones.
Keywords
Selective maintenance; Reliability; Preventive maintenance; Optimization;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Khatab, A., Aghezzaf, E.H., Djelloul, I., and Sari, Z., Selective maintenance optimization for systems operating missions and scheduled breaks with stochastic durations, Journal of Manufacturing Systems, Vol. 43. pp. 168-177.    DOI
2 Khatab, A. and Ait-Kadi, D., Selective maintenance policy for multi-mission multistate series-parallel systems, In 4th International conference on advances in mechanical engineering and mechanics (ICAMEM2008), 2008, Tunisia. 
3 Khatab, A., Ait-Kadi, D., and Nourelfath, M., Heuristic-based methods for solving the selective maintenance problem for series-parallel systems, In International conference on industrial engineering and systems management, 2007, Beijing, China. 
4 Khatab, A., Dahane, M., and Ait-Kadi, D., Genetic algorithm for selective maintenance optimization of multi-mission oriented systems, In Annual European safety and reliability (ESREL) conference, 2013, Amsterdam, Netherlands. 
5 Khatab, A., Diallo, C., Venkatadri, U., Liu, Z., and Aghezzaf, E.H., Optimization of the joint selective maintenance and repairperson assignment problem under imperfect maintenance, Computers & Industrial Engineering, 2018, Vol. 125, pp. 413-422.    DOI
6 Lin, D., Zuo, M.J., and Yam, R.C., General sequential imperfect preventive maintenance models, International Journal of Reliability Quality and Safety Engineering, 2000, Vol. 7, No. 3, pp. 253-266.    DOI
7 Liu, Y., Chen, Y., and Jiang, T., On sequence planning for selective maintenance of multi-state systems under stochastic maintenance durations, European Journal of Operational Research, 2018, Vol. 268, pp. 113-127.    DOI
8 Liu, Y. and Huang, H.-Z., Optimal selective maintenance strategy for multi-state systems under imperfect maintenance, IEEE Transactions on Reliability, 2010, Vol. 59, No. 2, pp. 356-367.    DOI
9 Lust, T., Roux, O., and Riane, F., Exact and heuristic methods for the selective maintenance problem, European Journal of Operational Research, 2009, Vol. 197, pp. 1166-1177.    DOI
10 Maaroufi, G., Chelbi, A., and Rezg, N., Optimal selective renewal for systems subject to propoagated failures with global effect and failure isolation phenomena, Reliability Engineering and System Safety, 2013, Vol. 114, pp. 61-70.    DOI
11 Maillart, L.M., Cassady, C.R., Rainwater, C., and Schneider, K., Selective maintenance decision-making over extended planning horizons, IEEE Transactions on Reliability, 2009, Vol. 58, No. 3, pp. 462-469.    DOI
12 Malik, M., Reliable preventive maintenance scheduling, AIIE Transactions, 1979, Vol. 11, No. 3, pp. 221-228.    DOI
13 Panday, M., Zuo, M.J., Moghaddass, R., and Tiwari, M.K., Selective maintenance for binary systems under imperfect repair, Reliability Engineering and System Safety, 2013, Vol. 113, pp. 42-51.    DOI
14 Pandey, M., Zuo, M.J., and Moghaddass, R., Selective maintenance modeling for multistate system with multistate components under imperfect maintenance, IIE Transcations, 2016, Vol. 45, pp. 1221-1234.    DOI
15 Rajagopalan, R. and Cassady, C.R., An improved selective maintenance solution approach, Journal of Quality in Maintenance Engineering, 2006, Vol. 12, No. 2, 172-185.    DOI
16 Zhao, J. and Zeng, J.C., Maintenance strategy for stochastic selective maintenance of a two-state system, International Journal of Wireless and Mobile Computing, 2016, Vol. 11, No. 4, pp. 302-308.    DOI
17 Rice, W.F., Cassady, C.R., and Nachlas, J., Optimal maintenance plans under limited maintenance time, In Proceedings of industrial engineering conference, 1998, Banff, BC, Canada. 
18 Schneider, K. and Cassady, C.R., Evaluation and comparison of alternative fleetlevel selective maintenance models, Reliability Engineering and System Safety, 2015, Vol. 134, pp. 178-187.    DOI
19 Sharma, J. and Venkateswaran, K.V., redundancy optimization in general systems, IEEE Transactions on Reliability, 1971, Vol. 20, pp. 256-259.    DOI
20 Zhu, H., Liu, F., Shao, X., Liu, Q., and Deng, Y., A cost-based selective maintenance decision-making method for machining line, Quality and Reliability Engineering International, 2011, Vol. 27, pp. 191-201.   DOI
21 Aggrawal, K.K., Redundancy optimization in general systems, IEEE Transactions on Reliability, 1976, Vol. 25, pp. 330-332.    DOI
22 Cassady, C.R., Pohl, E.A., and Murdock, W.P., Selective maintenance modeling forindustrial systems, Journal of Quality in Maintenance Engineering, 2001, Vol. 7, No. 2, pp. 104-117.    DOI
23 Chen, C., Meng, M.H., and Zuo, M.J., Selective maintenance optimization for multi-state systems, In Proc of the IEEE Canadian Conference on Electrical and Computer Engineering, 1999, Edmonton, Canada. 
24 Dao, C.D. and Zuo, M.J., Optimal selective maintenance for multi-state systems in variable loading conditions, Reliability Engineering & System Safety, 2017, Vol. 166, pp. 171-180.    DOI
25 GAMS official site, https://www.gams.com/latest/docs/S_BARON.html#BARON_INTRODUCTION. 
26 Dao, C.D. and Zuo, M.J., Selective maintenance for multi-state series systems with s-dependent components, IEEE Transactions on Reliability, 2016, Vol. 65, No. 2, pp. 525-539.    DOI
27 Diallo, C., Venkatadri, U., Khatab, A., and Liu, Z., Optimal selective maintenance decisions for large serial k-out-of-n: G systems under imperfect maintenance, Reliability Engineering & System Safety, 2018, Vol. 175, pp. 234-245.    DOI
28 Duan, C., Deng, C., Gharaei, A., Wu, J., and Wang, B., Selective maintenance scheduling under stochastic maintenance quality with multiple maintenance actions, International Journal of Production Research, 2018, Vol. 56, No. 23, 7160-7178.    DOI
29 Gopal, K., Aggrawal, K.K., and Gupta, J.S., An improved algorithm for reliability optimization, IEEE Transactions on Reliability, 1978, Vol. 27, pp. 325-328.    DOI
30 Khatab, A. and Aghezzaf, E.H., Selective maintenance optimization when quality ofimperfect maintenance actions are stochastic, Reliability Engineering & System Safety, 2016, Vol. 150, pp. 182-189.    DOI
31 Khatab, A., Aghezzaf, E.H., Djelloul, I., and Sari, Z., Selective maintenance optimization for series-parallel systems alternating missions and scheduled breaks with stochastic durations, International Journal of Production Research, Vol. 55, No. 10, pp. 3008-3024.