Journal of Systems Engineering and Electronics ›› 2021, Vol. 32 ›› Issue (5): 1167-1179.doi: 10.23919/JSEE.2021.000100
• SYSTEMS ENGINEERING • Previous Articles Next Articles
Mengying HAN1,2,3(), Jianhua YANG1,2,*(), Xiao ZHAO1,2()
JARDINE A K S, LIN D M, BANJEVIC D A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mechanical Systems and Signal Processing, 2006, 20 (7): 1483- 1510.
|2||ALASWAD S, XIANG Y S A review on condition-based maintenance optimization models for stochastically deteriorating system. Reliability Engineering & System Safety, 2017, 157, 54- 63.|
DE JONGE B D, SCARF P A A review on maintenance optimization. European Journal of Operational Research, 2020, 285 (3): 805- 824.
GHOFRANI F, HE Q, GOVERDE R M P, et al Recent applications of big data analytics in railway transportation systems: a survey. Transportation Research Part C: Emerging Technologies, 2018, 90, 226- 246.
ZOU G, BANISOLEIMAN K, GONZALEZ A, et al Probabilistic investigations into the value of information: a comparison of condition-based and time-based maintenance strategies. Ocean Engineering, 2019, 188, 106181.
|6||CARVALHO T P, SOARES F A, VITA R, et al A systematic literature review of machine learning methods applied to predictive maintenance. Computers & Industrial Engineering, 2019, 137, 106024.|
|7||CHOLETTE M E, YU H Y, BORGHESANI P, et al Degradation modeling and condition-based maintenance of boiler heat exchangers using Gamma processes. Reliability Engineering & System Safety, 2019, 183, 184- 196.|
|8||WEI G Z, ZHAO X J, HE S G, et al Reliability modeling with condition-based maintenance for binary-state deteriorating systems considering zoned shock effects. Computers & Industrial Engineering, 2019, 130, 282- 297.|
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.
NAKAGAWA T, OSAKI S Optimum replacement policies with delay. Journal of Applied Probability, 1974, 11 (1): 102- 110.
|11||OSAKI S, YAMADA S Age replacement with lead time. IEEE Trans. on Reliability, 1976, 25 (5): 344- 345.|
|12||ARMSTRONG M J, ATKINS D R A note on joint optimization of maintenance and inventory. IIE Transactions, 1998, 30 (2): 143- 149.|
PARK Y T, SUN J Optimum ordering policy for preventive age replacement. Journal of Systems Science and Systems Engineering, 2009, 18 (3): 283- 291.
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.
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.
SHEU S H, CHANG C C, CHIEN Y H Optimal age-replacement time with minimal repair based on cumulative repair-cost limit for a system subject to shocks. Annals of Operations Research, 2011, 186 (1): 317- 329.
ELWANY A H, GEBRAEEL N Z Sensor-driven prognostic models for equipment replacement and spare parts inventory. IIE Transactions, 2008, 40 (7): 629- 639.
|18||RAUSCH M, LIAO H L. Joint production and spare part inventory control strategy driven by condition based maintenance. IEEE Trans. on Reliability, 2010, 59(3): 507−516.|
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.
WANG L, CHU J, MAO W J A condition-based replacement and spare provisioning policy for deteriorating systems with uncertain deterioration to failure. European Journal of Operational Research, 2009, 194 (1): 184- 205.
ZHANG X H, ZENG J C Joint optimization of condition-based opportunistic maintenance and spare parts provisioning policy in multiunit systems. European Journal of Operational Research, 2017, 262 (2): 479- 498.
|22||FARHAD Z H, SCARF P, SYNTETOS A Joint optimisation of inspection maintenance and spare parts provisioning: a comparative study of inventory policies using simulation and survey data. Reliability Engineering & System Safety, 2017, 168, 306- 316.|
|23||ZHU S, VAN JAARSVELD W, DEKKER R Spare parts inventory control based on maintenance planning. Reliability Engineering & System Safety, 2020, 193, 106600.|
|24||WANG W B A joint spare part and maintenance inspection optimisation model using the Delay-Time concept. Reliability Engineering & System Safety, 2011, 96 (11): 1535- 1541.|
WANG W B A stochastic model for joint spare parts inventory and planned maintenance optimisation. European Journal of Operational Research, 2012, 216 (1): 127- 139.
|26||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.|
|27||ZHAO F, XIE F F, SHI C H, et al A joint inspection-based preventive maintenance and spare ordering optimization policy using a three-stage failure process. Complexity, 2017, 2017, 8319485.|
|28||DRIESSEN J P C, PENG H, VAN HOUTUM G J Maintenance optimization under non-constant probabilities of imperfect inspections. Reliability Engineering & System Safety, 2017, 165, 115- 123.|
|29||BOUSLAH B, GHARBI, A, PELLERIN R Integrated production, sampling quality control and maintenance of deteriorating production systems with AOQL constraint. Omega, 2016, 61 (4): 110- 126.|
HOSSAIN A, ZIMMER W Comparison of estimation methods for Weibull parameters: complete and censored samples. Journal of Statistical Computation and Simulation, 2003, 73 (2): 145- 53.
|31||ROSS S M. Introduction to probability models. New York: Elsevier, 2014.|
|||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.|
|||Jingfeng LI, Yunxiang CHEN, Zhongyi CAI, Zezhou WANG. A dynamic condition-based maintenance optimization model for mission-oriented system based on inverse Gaussian degradation process [J]. Journal of Systems Engineering and Electronics, 2022, 33(2): 474-488.|
|||Qingan QIU, Lirong CUI. Reliability modelling based on dependent two-stage virtual age processes [J]. Journal of Systems Engineering and Electronics, 2021, 32(3): 711-721.|
|||Junliang LI, Yueliang CHEN, Yong ZHANG, Zhuzhu ZHANG, Weijie FAN. Availability modelling for periodically inspected systems under mixed maintenance policies [J]. Journal of Systems Engineering and Electronics, 2021, 32(3): 722-730.|
|||Chuang CHEN, Ningyun LU, Bin JIANG, Yin XING. Condition-based maintenance optimization for continuously monitored degrading systems under imperfect maintenance actions [J]. Journal of Systems Engineering and Electronics, 2020, 31(4): 841-851.|
|||Xin LI, Jing CAI, Hongfu ZUO, Ruochen LIU, Xi CHEN, Jiachen GUO. Joint optimization of sampling interval and control for condition-based maintenance using availability maximization criterion [J]. Journal of Systems Engineering and Electronics, 2018, 29(1): 203-215.|
|||Jing Cai, Xin Li, and Xi Chen. Joint optimization of maintenance inspection and spare provisioning for aircraft deteriorating parts#br# [J]. Journal of Systems Engineering and Electronics, 2017, 28(6): 1133-1140.|
|||Dae-Kyung Kim, Jae-Hak Lim, and Dong Ho Park. Optimization of post-warranty sequential inspection for second-hand products [J]. Systems Engineering and Electronics, 2017, 28(4): 793-.|
|||Huaiyuan Li, Hongfu Zuo, Kun Liang, Juan Xu, Jing Cai, and Junqiang Liu. Optimizing combination of aircraft maintenance tasks by adaptive genetic algorithm based on cluster search [J]. Systems Engineering and Electronics, 2016, 27(1): 140-.|
|||Junbao Geng, Michael Azarian, and Michael Pecht. Opportunistic maintenance for multi-component systems considering structural dependence and economic dependence [J]. Systems Engineering and Electronics, 2015, 26(3): 493-501.|
|||Yutian Mao, Lihua Dou, Hao Fang, and Jie Chen. Flocking of multi-robot systems with connectivity maintenance on directed graphs [J]. Journal of Systems Engineering and Electronics, 2014, 25(3): 470-482.|
|||Zhijun Cheng, Zheng Yang, and Bo Guo. Optimal opportunistic maintenance model of multi-unit systems [J]. Journal of Systems Engineering and Electronics, 2013, 24(5): 811-817.|
|||Wei Zhou, Dongfeng Wang, Jingyu Sheng, and Bo Guo. Collaborative optimization of maintenance and spare ordering of continuously degrading systems [J]. Journal of Systems Engineering and Electronics, 2012, 23(1): 63-70.|
|||Lin Tan, Chiming Guo, Zhijun Cheng, and Bo Guo. Optimal maintenance decisions for gamma deteriorating systems [J]. Journal of Systems Engineering and Electronics, 2011, 22(5): 788-793.|
|||Zhaodong Huang, Wenbing Chang, Yiyong Xiao, Yuchun Xu, and Rui Liu. Human resources allocation for aircraft maintenance with predefined sequence [J]. Journal of Systems Engineering and Electronics, 2010, 21(6): 1008-1013.|