Journal of Systems Engineering and Electronics ›› 2022, Vol. 33 ›› Issue (5): 1268-1280.doi: 10.23919/JSEE.2022.000120
• RELIABILITY • Previous Articles
Weining MA1, Fei ZHAO1,2,3,*(), Xin LI3, Qiwei HU1, Bingcong SHANG2,3
Received:
2021-04-07
Online:
2022-10-27
Published:
2022-10-27
Contact:
Fei ZHAO
E-mail:zhaofeiaeu@163.com
About author:
Supported by:
Weining MA, Fei ZHAO, Xin LI, Qiwei HU, Bingcong SHANG. Joint optimization of inspection-based and age-based preventive maintenance and spare ordering policies for single-unit systems[J]. Journal of Systems Engineering and Electronics, 2022, 33(5): 1268-1280.
Table 1
Renewal events of the proposed policy"
Renewal scenario | Whether | | Availability of the ordered spare | Decision- making | |
A failure renewal | No | — | — | ER | |
Yes | Yes | No | DR | ||
Yes | IR | ||||
No | No | DR | |||
Yes | IR | ||||
An age-replacement renewal at | The system is in the state | No | — | — | ER |
Yes | No | No | DR | ||
Yes | IR | ||||
The system is in the state | No | — | — | ER | |
Yes | Yes | No | DR | ||
Yes | IR | ||||
No | No | DR | |||
Yes | IR | ||||
The system is in the state | No | — | — | ER | |
Yes | Yes | No | DR | ||
Yes | IR | ||||
No | No | DR | |||
Yes | IR | ||||
An inspection renewal after the number of IPM reaches the pre-specified threshold | No | — | — | ER | |
Yes | Yes | No | DR | ||
Yes | IR | ||||
No | No | DR | |||
Yes | IR |
1 | AHMAD R, KAMARUDDIN S An overview of time-based and condition-based maintenance in industrial application. Computers & Industrial Engineering, 2012, 63 (1): 135- 149. |
2 |
CAVALCANTE C A, LOPES R S, SCARF P A A general inspection and opportunistic replacement policy for one-component systems of variable quality. European Journal of Operational Research, 2018, 266 (3): 911- 919.
doi: 10.1016/j.ejor.2017.10.032 |
3 | JIANG R Performance evaluation of seven optimization models of age replacement policy. Reliability Engineering & System Safety, 2018, 180, 302- 311. |
4 |
WANG L, HU H J, WANG Y Q, et al The availability model and parameters estimation method for the delay time model with imperfect maintenance at inspection. Applied Mathematical Modelling, 2011, 35 (6): 2855- 2863.
doi: 10.1016/j.apm.2010.11.070 |
5 |
AHMADI R Optimal maintenance scheduling for a complex manufacturing system subject to deterioration. Annals of Operations Research, 2014, 217 (1): 1- 29.
doi: 10.1007/s10479-014-1543-4 |
6 | DO P, VOISIN A, LEVRAT E, et al A proactive condition-based maintenance strategy with both perfect and imperfect maintenance actions. Reliability Engineering & System Safety, 2015, 133, 22- 32. |
7 |
YANG L, YE Z S, LEE C G, et al A two-phase preventive maintenance policy considering imperfect repair and postponed replacement. European Journal of Operational Research, 2019, 274 (3): 966- 977.
doi: 10.1016/j.ejor.2018.10.049 |
8 |
MALIK M A K Reliable preventive maintenance scheduling. AIIE Transactions, 1979, 11 (3): 221- 228.
doi: 10.1080/05695557908974463 |
9 |
PHAM H, WANG H Imperfect maintenance. European Journal of Operational Research, 1996, 94 (3): 425- 438.
doi: 10.1016/S0377-2217(96)00099-9 |
10 | BISWAS A, SARKAR J Availability of a system maintained through several imperfect repairs before a replacement or a perfect repair. Statistics & Probability Letters, 2000, 50 (2): 105- 114. |
11 |
BISWAS A, SARKAR J, SARKAR S Availability of a periodically inspected system, maintained under an imperfect-repair policy. IEEE Trans. on Reliability, 2003, 52 (3): 311- 318.
doi: 10.1109/TR.2003.818716 |
12 | WEIDE J, PANDEY M D Stochastic analysis of shock process and modeling of condition-based maintenance. Reliability Engineering & System Safety, 2011, 96 (6): 619- 626. |
13 | WEIDE J, PANDEY M D, NOORTWIJK J Discounted cost model for condition-based maintenance optimization. Reliability Engineering & System Safety, 2010, 95 (3): 236- 246. |
14 |
OSAKI S, YAMADA S Age replacement with lead time. IEEE Trans. on Reliability, 1976, R-25 (5): 344- 345.
doi: 10.1109/TR.1976.5220037 |
15 |
SHEU S H, GRIFFITH W S Optimal age-replacement policy with age-dependent minimal-repair and random-leadtime. IEEE Trans. on Reliability, 2001, 50 (3): 302- 309.
doi: 10.1109/24.974128 |
16 |
SHEU S H, CHIEN Y H Optimal age-replacement policy of a system subject to shocks with random lead-time. European Journal of Operational Research, 2004, 159 (1): 132- 144.
doi: 10.1016/S0377-2217(03)00409-0 |
17 | SHEU S H, ZHANG Z G, CHIEN Y H, et al Age replacement policy with lead-time for a system subject to non-homogeneous pure birth shocks. Applied Mathematical Modelling, 2013, 37 (14/15): 7717- 7725. |
18 |
CHIEN Y H, CHANG C C, SHEU S H Optimal age-replacement model with age-dependent type of failure and random lead time based on a cumulative repair-cost limit policy. Annals of Operations Research, 2010, 181 (1): 723- 744.
doi: 10.1007/s10479-009-0679-0 |
19 |
CHIEN Y H, SHEU S H, CHANG C C Optimal age-replacement time with minimal repair based on cumulative repair cost limit and random lead time. International Journal of Systems Science, 2009, 40 (7): 703- 715.
doi: 10.1080/00207720902953144 |
20 |
ARMSTRONG M J, ATKINS D R Joint optimization of maintenance and inventory policies for a simple system. IIE Transactions, 1996, 28 (5): 415- 424.
doi: 10.1080/07408179608966288 |
21 |
WANG L, CHU J, MAO W J A condition-based order-replacement policy for a single-unit system. Applied Mathematical Modelling, 2008, 32 (11): 2274- 2289.
doi: 10.1016/j.apm.2007.07.016 |
22 |
ZHOU W, WANG D F, SHENG J Y, et al Collaborative optimization of maintenance and spare ordering of continuously degrading systems. Journal of Systems Engineering and Electronics, 2012, 23 (1): 63- 70.
doi: 10.1109/JSEE.2012.00009 |
23 | ALASWAD S, XIANG Y A review on condition-based maintenance optimization models for stochastically deteriorating system. Reliability Engineering & System Safety, 2017, 157, 54- 63. |
24 |
BLOCH-MERCIER S A preventive maintenance policy with sequential checking procedure for a Markov deteriorating system. European Journal of Operational Research, 2002, 142 (3): 548- 576.
doi: 10.1016/S0377-2217(01)00310-1 |
25 | KANG K C, SUBRAMANIAM V Integrated control policy of production and preventive maintenance for a deteriorating manufacturing system. Computers & Industrial Engineering, 2018, 118, 266- 277. |
26 | MOGHADDASS R, ERTEKIN E Joint optimization of ordering and maintenance with condition monitoring data. Annals of Operations Research, 2018, 263 (1/2): 271- 310. |
27 | WANG W B An inspection model based on a three-stage failure process. Reliability Engineering & System Safety, 2011, 96 (7): 838- 848. |
28 | BERRADE M D, SCARF P A, CAVALCANTE C A V A study of postponed replacement in a delay time model. Reliability Engineering & System Safety, 2017, 168, 70- 79. |
29 | YANG L, MA X B, ZHAO Y A condition-based maintenance model for a three-state system subject to degradation and environmental shocks. Computers & Industrial Engineering, 2017, 105, 210- 222. |
30 |
TAGHIPOUR S, AZIMPOOR S Joint optimization of jobs sequence and inspection policy for a single system with two-stage failure process. IEEE Trans. on Reliability, 2018, 67 (1): 156- 169.
doi: 10.1109/TR.2017.2775958 |
31 |
CHRISTER A H, WANG W, CHOI K, et al The robustness of the semi-Markov and delay time single-component inspection models to the markov assumption. IMA Journal of Management Mathematics, 2001, 12 (1): 75- 88.
doi: 10.1093/imaman/12.1.75 |
32 | WANG W B An overview of the recent advances in delay-time-based maintenance modelling. Reliability Engineering & System Safety, 2012, 106 (5): 165- 178. |
33 |
WANG W, SCARF P A, SMITH M A J On the application of a model of condition-based maintenance. Journal of the Operational Research Society, 2000, 51 (11): 1218- 1227.
doi: 10.1057/palgrave.jors.2601042 |
34 | WANG W B, ZHAO F, PENG R A preventive maintenance model with a two-level inspection policy based on a three-stage failure process. Reliability Engineering & System Safety, 2014, 121 (1): 207- 220. |
35 | WANG H Y, WANG W B, PENG R A two-phase inspection model for a single component system with three-stage degradation. Reliability Engineering & System Safety, 2017, 158, 31- 40. |
36 | WANG W B A joint spare part and maintenance inspection optimization model using the delay-time concept. Reliability Engineering & System Safety, 2011, 96 (11): 1535- 1541. |
37 | WANG W B, SYNTETOS A A Spare parts demand: linking forecasting to equipment maintenance. Transportation Research Part E: Logistics & Transportation Review, 2011, 47 (6): 1194- 1209. |
38 |
WANG W B A stochastic model for joint spare parts inventory and planned maintenance optimization. European Journal of Operational Research, 2012, 216 (1): 127- 139.
doi: 10.1016/j.ejor.2011.07.031 |
39 | SHI C H, XIE F F, ZHAO F, et al A joint inspection-based preventive maintenance and spare ordering optimization policy using a three-stage failure process. Complexity, 2017, 2017, 1- 19. |
40 | ZHAO F, LIU X J, PENG R, et al Joint optimization of inspection and spare ordering policy with multi-level defect information. Computers & Industrial Engineering, 2020, 139, 106205. |
41 |
YEH R H, CHANG W L, LO H C Optimal threshold values of age and two-phase maintenance policy for leased equipments using age reduction method. Annals of Operations Research, 2010, 181 (1): 171- 183.
doi: 10.1007/s10479-010-0713-2 |
42 |
CAI J, LI X, CHEN X Joint optimization of maintenance inspection and spare provisioning for aircraft deteriorating parts. Journal of Systems Engineering and Electronics, 2017, 28 (6): 1133- 1140.
doi: 10.21629/JSEE.2017.06.11 |
43 | ROSS S M Introduction to probability models. London: Academic Press, 2015. |
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