882
Views
16
CrossRef citations to date
0
Altmetric
Quality and Reliability Engineering

Optimal maintenance policies for multi-level preventive maintenance with complex effects

, &
Pages 999-1011 | Received 13 Mar 2018, Accepted 27 Sep 2018, Published online: 02 Apr 2019

References

  • Alagoz, O., Maillart, L.M., Schaefer, A.J. and Roberts, M.S. (2004) The optimal timing of living-donor liver transplantation. Management Science, 50(10), 1420–1430.
  • Alaswad, S. and Xiang, Y. (2017) A review on condition-based maintenance optimization models for stochastically deteriorating system. Reliability Engineering & System Safety, 157, 54–63.
  • Barone, G., Frangopol, D.M. and Soliman, M. (2013) Optimization of life-cycle maintenance of deteriorating bridges with respect to expected annual system failure rate and expected cumulative cost. Journal of Structural Engineering, 140(2), 04013043 (1–13).
  • Brown, M. and Proschan, F. (1983) Imperfect repair. Journal of Applied Probability, 20(4), 851–859.
  • Chen, N., Ye, Z.-S., Xiang, Y. and Zhang, L. (2015) Condition-based maintenance using the inverse Gaussian degradation model. European Journal of Operational Research, 243(1), 190–199.
  • Cho, D.I. and Parlar, M. (1991) A survey of maintenance models for multi-unit systems. European Journal of Operational Research, 51(1), 1–23.
  • Dekker, R. (1996) Applications of maintenance optimization models: A review and analysis. Reliability Engineering & System Safety, 51(3), 229–240.
  • Dijoux, Y. and Idee, E. (2013) Classes of virtual age models adapted to systems with a burn-in period. IEEE Transactions on Reliability, 62(4), 754–763.
  • Ding, F. and Tian, Z. (2012) Opportunistic maintenance for wind farms considering multi-level imperfect maintenance thresholds. Renewable Energy, 45, 175–182.
  • Elwany, A.H., Gebraeel, N.Z. and Maillart, L.M. (2011) Structured replacement policies for components with complex degradation processes and dedicated sensors. Operations Research, 59(3), 684–695.
  • Fan, H., Hu, C., Chen, M. and Zhou, D. (2011) Cooperative predictive maintenance of repairable systems with dependent failure modes and resource constraint. IEEE Transactions on Reliability, 60(1), 144–157.
  • Florida Department of Transportation (FDOT) Office. (2015) 2015 Flexible Pavement Condition Survey Handbook. Pavement Material System of the State Materials Office, Gaineville, FL.
  • Frangopol, D.M., Kong, J.S. and Gharaibeh, E.S. (2001) Reliability-based life-cycle management of highway bridges. Journal of Computing in Civil Engineering, 15(1), 27–34.
  • Herrmann, A.W. (2013) ASCE 2013 report card for America's Infrastructure. in IABSE Symposium Report. International Association for Bridge and Structural Engineering, , 99(33), 9–10.
  • Heutink, A., van Beek, A., van Noortwijk, J., Klatter, H. and Barendregt., A. (2004) Environment-friendly maintenance of protective paint systems at lowest costs, presented at the XXVII FATIPEC Congress, 19–21 April 2004, Aix-en-Provence, France.
  • Jardine, A.K., Lin, D. and Banjevic, D. (2006) A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mechanical Systems and Signal Processing, 20(7), 1483–1510.
  • Johnson, P.A. (2000) Best Practices Handbook on Asphalt Pavement Maintenance, Minnesota Technology Transfer/LTAP Program, Center for Transportation Studies, Minneapolis, MN.
  • Kijima, M. (1989) Some results for repairable systems with general repair. Journal of Applied Probability, 26(1), 89–102.
  • Kijima, M. and Nakagawa, T. (1991) A cumulative damage shock model with imperfect preventive maintenance. Naval Research Logistics, 38(2), 145–156.
  • Kim, S., Frangopol, D.M. and Soliman, M. (2013) Generalized probabilistic framework for optimum inspection and maintenance planning. Journal of Structural Engineering, 139(3), 435–447.
  • Kong, J.S. and Frangopol, D.M. (2003) Life-cycle reliability-based maintenance cost optimization of deteriorating structures with emphasis on bridges. Journal of Structural Engineering, 129(6), 818–828.
  • Kurt, M. and Kharoufeh, J.P. (2010a) Monotone optimal replacement policies for a Markovian deteriorating system in a controllable environment. Operations Research Letters, 38(4), 273–279.
  • Kurt, M. and Kharoufeh, J.P. (2010b) Optimally maintaining a Markovian deteriorating system with limited imperfect repairs. European Journal of Operational Research, 205(2), 368–380.
  • Liu, M. and Frangopol, D.M. (2004) Optimal bridge maintenance planning based on probabilistic performance prediction. Engineering Structures, 26(7), 991–1002.
  • Liu, M. and Frangopol, D.M. (2005) Multiobjective maintenance planning optimization for deteriorating bridges considering condition, safety, and life-cycle cost. Journal of Structural Engineering, 131(5), 833–842.
  • Malik, M.A.K. (1979) Reliable preventive maintenance scheduling. AIIE Transactions, 11(3), 221–228.
  • McCall, J.J. (1965) Maintenance policies for stochastically failing equipment: A survey. Management Science, 11(5), 493–524.
  • Mercier, S. and Castro, I. (2018) Stochastic comparisons of imperfect maintenance models for a gamma deteriorating system. European Journal of Operational Research, 273(1), 237–248.
  • Nakagawa, T. (1979a) Imperfect preventive-maintenance. IEEE Transactions on Reliability, 28(5), 402–402.
  • Nakagawa, T. (1979b) Optimum policies when preventive maintenance is imperfect. IEEE Transactions on Reliability, 28(4), 331–332.
  • Neves, L.C. and Frangopol, D.M. (2005) Condition, safety and cost profiles for deteriorating structures with emphasis on bridges. Reliability Engineering & System Safety, 89(2), 185–198.
  • Neves, L.A., Frangopol, D.M. and Cruz, P.J. (2006) Probabilistic lifetime-oriented multiobjective optimization of bridge maintenance: Single maintenance type. Journal of Structural Engineering, 132(6), 991–1005.
  • Neves, L.A., Frangopol, D.M. and Petcherdchoo, A. (2006) Probabilistic lifetime-oriented multiobjective optimization of bridge maintenance: Combination of maintenance types. Journal of Structural Engineering, 132(11), 1821–1834.
  • Nguyen, D.T., Dijoux, Y. and Fouladirad, M. (2017) Analytical properties of an imperfect repair model and application in preventive maintenance scheduling. European Journal of Operational Research, 256(2), 439–453.
  • Okasha, N.M. and Frangopol, D.M. (2010) Novel approach for multicriteria optimization of life-cycle preventive and essential maintenance of deteriorating structures. Journal of Structural Engineering, 136(8), 1009–1022.
  • Ouyang, Y. and Madanat, S. (2004) Optimal scheduling of rehabilitation activities for multiple pavement facilities: Exact and approximate solutions. Transportation Research Part A: Policy and Practice, 38(5), 347–365.
  • Peng, Y., Dong, M. and Zuo, M.J. (2010) Current status of machine prognostics in condition-based maintenance: A review. The International Journal of Advanced Manufacturing Technology, 50(1), 297–313.
  • Pham, H. and Wang, H. (1996) Imperfect maintenance. European Journal of Operational Research, 94(3), 425–438.
  • Pierskalla, W.P. and Voelker, J.A. (1976) A survey of maintenance models: the control and surveillance of deteriorating systems. Naval Research Logistics, 23(3), 353–388.
  • Puterman, M.L. (2014) Markov Decision Processes: Discrete Stochastic Dynamic Programming, John Wiley & Sons, New York, NY.
  • Ramírez, P.A.P. and Utne, I.B. (2013) Decision support for life extension of technical systems through virtual age modelling. Reliability Engineering & System Safety, 115, 55–69.
  • Robelin, C.A. and Madanat, S.M. (2006) Dynamic programming based maintenance and replacement optimization for bridge decks using history-dependent deterioration models, In Applications of Advanced Technology in Transportation – Proceedings of the ninth international conference on applications of advanced technology in transportation, Chicago, IL (pp. 13–18).
  • Robelin, C.-A. and Madanat, S.M. (2007) History-dependent bridge deck maintenance and replacement optimization with Markov decision processes. Journal of Infrastructure Systems, 13(3): 195–201.
  • Sayers, M.W., Gillespie, T.D. and Paterson, W.D.O. (1986) Guidelines for Conducting and Calibrating Road Roughness Measurements. The World Bank, Washington, D.C.
  • Scarf, P.A. (1997) On the application of mathematical models in maintenance. European Journal of Operational Research, 99, 493–506.
  • Shafiee, M. and Chukova, S. (2013) Maintenance models in warranty: A literature review. European Journal of Operational Research, 229(3), 561–572.
  • Shaked, M. and Shanthikumar, J.G. (2007) Stochastic Orders, Springer Science & Business Media, New York, NY.
  • Sherif, Y. and Smith, M. (1981) Optimal maintenance models for systems subject to failure–a review. Naval Research Logistics, 28(1), 47–74.
  • Spinato, F., Tavner, P.J., van Bussel, G. and Koutoulakos, E. (2009) Reliability of wind turbine subassemblies. IET Renewable Power Generation, 3(4), 387–401.
  • Thomas, O.S.A.A. (2011) Stochastic Preservation Model for Transportation Infrastructure. PhD diss., Florida State University, Tallahassee, Florida. Retrieved from http://purl.flvc.org/fsu/fd/FSU_migr_etd-1564
  • Wang, H. (2002) A survey of maintenance policies of deteriorating systems. European Journal of Operational Research, 139(3), 469–489.
  • Wang, Y. and Pham, H. (2011) A multi-objective optimization of imperfect preventive maintenance policy for dependent competing risk systems with hidden failure. IEEE Transactions on Reliability, 60(4), 770–781.
  • Xia, T., Xi, L., Zhou, X. and Du, S. (2012) Modeling and optimizing maintenance schedule for energy systems subject to degradation. Computers & Industrial Engineering, 63(3), 607–614.
  • Xiang, Y., Coit, D.W. and Feng, Q. (2014) Accelerated burn-in and condition-based maintenance for n-subpopulations subject to stochastic degradation. IIE Transactions, 46(10), 1093–1106.
  • Zhang, M., Gaudoin, O. and Xie, M. (2015) Degradation-based maintenance decision using stochastic filtering for systems under imperfect maintenance. European Journal of Operational Research, 245(2), 531–541.
  • Zhang, M. and Xie, M. (2017) An ameliorated improvement factor model for imperfect maintenance and its goodness of fit. Technometrics, 59(2), 237–246.
  • Zhu, Q., Peng, H. and van Houtum, G.-J. (2015) A condition-based maintenance policy for multi-component systems with a high maintenance setup cost. OR Spectrum, 37(4), 1007–1035.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.