Maintenance optimization in failure-prone systems under imperfect preventive maintenance

In the majority of the existing preventive optimization models only costs related to maintenance actions are accounted for, while breakdown and operational costs are usually ignored. Liao et al. (J Intell Manuf 21(6):875–884, 2010) proposed a preventive maintenance model to deal with this shortcoming. In the present paper, we revisit and discuss the results provided in Liao et al. (2010) and point out some inconsistencies in the maintenance optimization model proposed therein. Accordingly, we develop a new maintenance optimization model and discuss some of its main cost components. Furthermore, optimality conditions are also formally investigated and a solution method is provided. Numerical experiments are conducted to illustrate the validity of the proposed approach and results are compared with those provided in the original paper by Liao et al. (2010).

[1]  Gwo-Liang Liao,et al.  Joint production and maintenance strategy for economic production quantity model with imperfect production processes , 2013, J. Intell. Manuf..

[2]  Toshio Nakagawa,et al.  A summary of maintenance policies for a finite interval , 2009, Reliab. Eng. Syst. Saf..

[3]  Min Xie,et al.  Degradation-based maintenance decision using stochastic filtering for systems under imperfect maintenance , 2015, Eur. J. Oper. Res..

[4]  I. Gertsbakh Reliability Theory with Applications to Preventive Maintenance , 2000 .

[5]  Toshio Nakagawa Advanced Reliability Models and Maintenance Policies , 2008 .

[6]  Mohammed Dahane,et al.  Outsourcing optimization in two-echelon supply chain network under integrated production-maintenance constraints , 2019, J. Intell. Manuf..

[7]  Ming J. Zuo,et al.  Sequential imperfect preventive maintenance models with two categories of failure modes , 2001 .

[8]  Ming J. Zuo,et al.  General sequential imperfect preventive maintenance models , 2000 .

[9]  H. Zied,et al.  Joint optimisation of maintenance and production policies with subcontracting and product returns , 2014 .

[10]  Hoang Pham,et al.  Reliability and Optimal Maintenance , 2006 .

[11]  Hong-Zhong Huang,et al.  A Data-Driven Approach to Selecting Imperfect Maintenance Models , 2012, IEEE Transactions on Reliability.

[12]  Sami El-Ferik,et al.  Age-based hybrid model for imperfect preventive maintenance , 2006 .

[13]  Mazhar Ali Khan Malik,et al.  Reliable Preventive Maintenance Scheduling , 1979 .

[14]  T. Nakagawa Sequential imperfect preventive maintenance policies , 1988 .

[15]  A. K. S. Jardine,et al.  Maintenance, Replacement, and Reliability , 2021 .

[16]  Min Xie,et al.  An Ameliorated Improvement Factor Model for Imperfect Maintenance and Its Goodness of Fit , 2017, Technometrics.

[17]  Abdelhakim Khatab,et al.  Optimizing upgrade and imperfect preventive maintenance in failure-prone second-hand systems , 2017 .

[18]  T. Nakagawa Periodic and sequential preventive maintenance policies , 1986 .

[19]  Abdelhakim Khatab,et al.  Hybrid hazard rate model for imperfect preventive maintenance of systems subject to random deterioration , 2015, J. Intell. Manuf..

[20]  Abdelhakim Khatab,et al.  Optimizing production and imperfect preventive maintenance planning's integration in failure-prone manufacturing systems , 2016, Reliab. Eng. Syst. Saf..

[21]  Lifeng Xi,et al.  Preventive maintenance scheduling for repairable system with deterioration , 2010, J. Intell. Manuf..