Evolution of Technical Systems Maintenance Approaches Review and a Case Study

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Intelligent Systems in Production Engineering and Maintenance (ISPEM 2018)

Abstract

The importance of technical objects maintenance issues takes on particular significance in the area of increasing competition an increasingly higher demands in the area of quality, reliability and productivity of performed system’s functions and tasks. The main objectives of maintenance have evolved for the last fifty years. Thus, the article is aimed at the investigation of maintenance approaches evolution. The authors focus on the presentation of basic literature review covering the main maintenance approaches, from Maintenance 1.0 to Maintenance 4.0. First, the authors provide the reader with the main definitions connected with this research area and present few classifications of maintenance strategies with their historical background. The presented state of art was based on a review of available literature sources in the form of non-serial publications, scientific journals publications and conference proceedings. As a result, an overview of the literature includes the issues published in different times of the last forty years, and investigates the most well-known maintenance problems. Later, a simple case study on transportation company’s maintenance management issues is provided.

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References

  1. Abramczyk, A.: Market research: maintenance strategies in small and medium enterprises. Inżynieria i Utrzymanie Ruchu, vol. 2 (2017). (in Polish)

    Google Scholar 

  2. Ahmad, R., Kamaruddin, S.: An overview of time-based and condition-based maintenance in industrial application. Comput. Ind. Eng. 63, 135–149 (2012)

    Article  Google Scholar 

  3. Alaswad, S., **ang, Y.: A review on condition-based maintenance optimization models for stochastically deteriorating system. Reliab. Eng. Syst. Saf. 157, 54–63 (2017)

    Article  Google Scholar 

  4. Alrabghi, A., Tiwari, A.: State of the art in simulation-based optimisation for maintenance systems. Comput. Ind. Eng. 82, 167–182 (2015)

    Article  Google Scholar 

  5. Arunaj, N.S., Maiti, J.: Risk-based maintenance – techniques and applications. J. Hazard. Mater. 142, 653–661 (2007)

    Article  Google Scholar 

  6. Aven, T.: Risk assessment and risk management: review of recent advances on their foundation. Eur. J. Oper. Res. 253(1), 1–13 (2016)

    Article  MathSciNet  Google Scholar 

  7. Aven, T.: Risk analysis and management. Basic concepts and principles. Reliab. Risk Anal. Theor. Appl. 2, 57–73 (2009)

    Google Scholar 

  8. Aven, T., Zio, E.: Foundational issues in risk assessment and risk management. Risk Anal. Int. J. 34(7), 1164–1172 (2014)

    Article  Google Scholar 

  9. Bacchetti, A., Saccani, N.: Spare parts classification and demand forecasting for stock control: investigating the gap between research and practice. Omega 40, 722–737 (2012)

    Article  Google Scholar 

  10. Bhargava, C., Banga, V.R., Singh, Y.: Failure prediction and health prognosis of electronic components: a review. In: Proceedings of 2014 RAECS, UIET Panjab University Chandigarh, 06–08 March 2014

    Google Scholar 

  11. Bijvank, M., Vis, I.F.A.: Lost-sales inventory theory: a review. Eur. J. Oper. Res. 215, 1–13 (2011)

    Article  MathSciNet  Google Scholar 

  12. Blischke, W.R., Prabhakar Murthy, D.N.: Reliability: Modelling, Prediction and Optimization. Willey, New York (2000)

    Book  Google Scholar 

  13. Budai, G., Dekker, R., Nicolai, R.P.: A review of planning models for maintenance and production. Econometric Institute, Erasmus School of Economics, Erasmus University (2006)

    Google Scholar 

  14. Bukowski, L., Jaźwiński, J., Majewska, K.: Maintenance of technical systems oriented to reliability – a concept of modified RCM. In: Proceedings of XXXV Winter School on Reliability – Problems of Systems Dependability. Publishing House of Institute for Sustainable Technologies, Radom (2007). (in Polish)

    Google Scholar 

  15. Chelbi, A., Ait-Kadi, D.: Inspection strategies for randomly failing systems. In: Ben-Daya, M., Duffuaa, S.O., Raouf, A., Knezevic, J., Ait-Kadi, D. (eds.) Handbook of Maintenance Management and Engineering. Springer, London (2009)

    MATH  Google Scholar 

  16. Chelbi, A., Ait-Kadi, D., Aloui, H.: Optimal inspection and preventive maintenance policy for systems with self-announcing and non-self-announcing failures. J. Qual. Maint. Eng. 14(1), 34–45 (2008)

    Article  Google Scholar 

  17. Cho, I.D., Parlar, M.: A survey of maintenance models for multi-unit systems. Eur. J. Oper. Res. 51(1), 1–23 (1991)

    Article  Google Scholar 

  18. Chowdhury, C.: A systematic survey of the maintenance models. Period. Polytech. Mech. Eng. 32(3–4), 253–274 (1988)

    Google Scholar 

  19. Cunningham, A., Wang, W., Zio, E., Allanson, D., Wall, A., Wang, J.: Application of delay-time analysis via Monte Carlo simulation. J. Mar. Eng. Technol. 10(3), 57–72 (2011)

    Google Scholar 

  20. De Almeida, A.T., Cavalcante, C.A.V., Alencar, M.H., Ferreira, R.J.P., De Almeida-Filho, A.T., Garcez, T.V.: Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis. Springer, Cham (2015)

    Book  Google Scholar 

  21. Desai, A., Mital, A.: Design for maintenance: basic concepts and review of literature. Int. J. Prod. Dev. 3(1), 77–121 (2006)

    Article  Google Scholar 

  22. Dhillon, B.: Life Cycle Costing: Techniques, Models and Applications. Routledge (2013)

    Google Scholar 

  23. Ding, S.-H., Kamaruddin, S.: Maintenance policy optimization – literature review and directions. Int. J. Adv. Manuf. Technol. 76(5–8), 1263–1283 (2015)

    Article  Google Scholar 

  24. Duffuaa, S., Raouf, A.: Planning and control of Maintenance Systems. Modelling and Analysis. Springer, Cham (2015)

    Google Scholar 

  25. Emovon, I., Norman, R.A., Murphy, A.J.: An integration of multi-criteria decision making techniques with a delay time model for determination of inspection intervals for marine machinery systems. Appl. Ocean Res. 59, 65–82 (2016)

    Article  Google Scholar 

  26. Endrenyi, J., Aboresheid, S., Allan, R.N., Anders, G.J., Asgarpoor, S., Billinton, R., Chowdhury, N., Dialynas, E.N., Fipper, M., Fletcher, R.H., Grigg, C., Mccalley, J., Meliopoulos, S., Mielnik, T.C., Nitu, P., Rau, N., Reppen, N.D., Salvaderi, L., Schneider, A., Singh, Ch.: The present status of maintenance strategies and the impact of maintenance on reliability. IEEE Trans. Power Syst. 16(4), 638–646 (2001)

    Article  Google Scholar 

  27. Eruguz, A.S., Tan, T., Van Houtum, G.-J.: A survey of maintenance and service logistics management: classification and research agenda from a maritime sector perspective. Comput. Oper. Res. (2017). https://doi.org/10.1016/j.cor.2017.03.003

  28. Feliks, J., Majewska, K.: Proactive maintenance as an aid for logistic of exploitation. In: Proceedings of Total Logistics Management, TLM 2006 Conference, Zakopane (2006). (in Polish)

    Google Scholar 

  29. Gandhare, B.S., Akarte, M.: Maintenance strategy selection. In: Ninth AIMS International Conference on Management, pp. 1330–1336, 1–4 January 2012

    Google Scholar 

  30. Goel, G.D., Murari, K.: Two-unit cold-standby redundant system subject to random checking, corrective maintenance and system replacement with repairable and non-repairable types of failures. Microelectron. Reliab. 30(4), 661–665 (1990)

    Article  Google Scholar 

  31. Gorjian, N., Ma, L., Mittynty, M., Yarlagadda, P., Sun, Y.: A review on degradation models in reliability analysis. In: Proceedings of the 4th World Congress on Engineering Asset Management, Athens, 28–30 September 2009

    Google Scholar 

  32. Guizzi, G., Gallo, M., Zoppoli, P.: Condition based maintenance: simulation and optimization. In: Proceedings of ICOSSSE 2009: Proceedings of the 8th WSEAS International Conference on System Science and Simulation in Engineering, 17–19 October 2009, Genoa, pp. 319–325 (2009)

    Google Scholar 

  33. Gulati, R., Kahn, J., Baldwin, R.: The professional’s guide to maintenance and reliability terminology. Reliabilityweb.com (2010)

    Google Scholar 

  34. Gupta, P.P., Kumar, A.: Cost analysis of a three-state parallel redundant complex system. Microelectron. Reliab. 25(6), 1021–1027 (1985)

    Article  Google Scholar 

  35. Guo, H., Szidarovszky, F., Gerokostopoulos, A., Niu, P.: On determining optimal inspection interval for minimizing maintenance cost. In: Proceedings of 2015 Annual Reliability and Maintainability Symposium (RAMS), pp. 1–7. IEEE (2015)

    Google Scholar 

  36. Gupta, P.P., Sharma, R.K.: Cost analysis of a three-state repairable redundant complex system under various modes of failures. Microelectron. Reliab. 26(1), 69–73 (1986)

    Article  Google Scholar 

  37. Hashemian, H.M., Bean, W.C.: State-of-the-art predictive maintenance techniques. IEEE Trans. Instrum. Meas. 60(10), 3480–3492 (2011)

    Article  Google Scholar 

  38. Jones, R.B.: Risk-based Management: A Reliability Centered Approach. Gulf Publishing, New York (1995)

    Google Scholar 

  39. Kennedy, W.J., Wayne, P.J., Fredendall, L.D.: An overview of recent literature on spare parts inventories. Int. J. Prod. Econ. 76, 201–215 (2002)

    Article  Google Scholar 

  40. Khan, F., Rathnayaka, S., Ahmed, S.: Methods and models in process safety and risk management: past, present and future. Process Saf. Environ. Prot. 98, 116–147 (2015)

    Article  Google Scholar 

  41. Koochaki, J., Bokhorst, J.A.C., Wortmann, H., Klingenberg, W.: Condition based maintenance in the context of opportunistic maintenance. Int. J. Prod. Res. 50(23), 6918–6929 (2012)

    Article  Google Scholar 

  42. Kumar, U., Galar, D., Parida, A., Stenstrom, Ch., Berges, L.: Maintenance performance metrics: a state-of-the-art review. J. Qual. Maint. Eng. 19(3), 233–277 (2013)

    Article  Google Scholar 

  43. Legutko, S.: Development trends in machines operation maintenance. Eksploatacja i Niezawodnosc – Maintenance and Reliability 2(42), 8–16 (2009)

    Google Scholar 

  44. Ling, D.: Railway renewal and maintenance cost estimating. Ph.D. thesis, Cranfield University (2005)

    Google Scholar 

  45. Lu, L., Jiang, J.: Analysis of on-line maintenance strategies for k-out-of-n standby safety systems. Reliab. Eng. Syst. Saf. 92, 144–155 (2007)

    Article  Google Scholar 

  46. Mil-Std-3034: Military Standard: Reliability-Centered Maintenance (RCM) process. Department of Defense, Washington D.C. (2011)

    Google Scholar 

  47. Mil-Std-721c: Military Standard: definitions of terms for reliability and maintainability. Department of Defense, Washington D.C. (1981)

    Google Scholar 

  48. Mishra, R.P., Anand, G., Kodali, R.: Strengths, weaknesses, opportunities, and threats analysis for frameworks of world-class maintenance. Proc. Inst. Mech. Eng. Part B J. Eng. Manuf. 221(7), 1193–1208 (2007)

    Article  Google Scholar 

  49. Młyńczak, M.: Preventive maintenance supported by dependability. In: Proceedings of PIRE 2005 Conference. Problemy i innowacje w remontach energetycznych. OBR Gospodarki Remontowej Energetyki, Wroclaw (2005). (in Polish)

    Google Scholar 

  50. Młyńczak, M., Nowakowski, T., Werbińska-Wojciechowska, S.: Technical systems maintenance models classification. In: Siergiejczyk, M. (ed.) Maintenance Problems of Technical Systems, pp. 59–77. Warsaw University of Technology Publishing House, Warsaw (2014). (in Polish)

    Google Scholar 

  51. Mobley, R.K.: Predictive maintenance. In: Mobley, R.K. (ed.) Maintenance Engineering Handbook. McGraw-Hill Professional, New York (2014)

    Google Scholar 

  52. Mobley, R.K.: Maintenance engineer’s toolbox. In: Mobley, R.K. (ed.) Maintenance Engineering Handbook. McGraw-Hill Professional, New York (2014)

    Google Scholar 

  53. Mobley, R.K.: Simplified failure modes and effects analysis. In: Mobley, R.K. (ed.) Maintenance Engineering Handbook. McGraw-Hill Professional, New York (2014)

    Google Scholar 

  54. Murthy, D.N.P.: Product reliability and warranty: an overview and future research. Produção 17(3), 426–434 (2007)

    Google Scholar 

  55. Murthy, D.N.P.: Product warranty and reliability. Ann. Oper. Res. 143, 133–146 (2006)

    Article  Google Scholar 

  56. Nowakowski, T.: Methodology for reliability prediction of mechanical objects. Research Work of the Institute of Machine Designing and Operation. Wroclaw University of Technology, Wroclaw (1999). (in Polish)

    Google Scholar 

  57. Nowakowski, T., Werbińska, S.: On problems of multi-component system maintenance modelling. Int. J. Autom. Comput. 6(4), 364–378 (2009)

    Article  Google Scholar 

  58. Pariazar, M., Shahrabi, J., Zaeri, M.S., Parhizi, S.H.: A combined approach for maintenance strategy selection. J. Appl. Sci. 8(23), 4321–4329 (2008)

    Article  Google Scholar 

  59. Parida, A., Kumar, U., Diego, D., Stenstrom, C.H.: Performance measurement and management for maintenance: a literature review. J. Qual. Maint. Eng. 21(1), 2–33 (2015)

    Article  Google Scholar 

  60. Phanden, R.K., Jain, A., Verma, R.: Review on integration of process planning and scheduling. In: DAAAM International Scientific Book, Chapter 49, pp. 593–618 (2011)

    Google Scholar 

  61. PN-EN 13306: 2010 Maintenance – Maintenance Terminology. European Committee for Standardization, Brussels (2010)

    Google Scholar 

  62. PN-EN 60300-3-11: 2010 Dependability Management, Application Guide - Reliability Centred Maintenance. PKN, Warsaw (2010)

    Google Scholar 

  63. PN-IEC 60300-3-10: 2006 Dependability Management, Application Guide – Maintainability. PKN, Warsaw (2010)

    Google Scholar 

  64. Prajapati, A., Bechtel, J., Ganesan, S.: Condition based maintenance: a survey. J. Qual. Maint. Eng. 18(4), 384–400 (2012)

    Article  Google Scholar 

  65. Predictive Maintenance 4.0: Predict the unpredictable. Report of PwC Belgium (2017). https://www.pwc.be/en/news-publications/publications/2017/predictive-maintenance-4-0.html. Accessed 21 Feb 2018

  66. Rahman, A., Chattopadhay, G.: Review of long-term warranty policies. Asia Pac. J. Oper. Res. 23(4), 453–472 (2006)

    Article  Google Scholar 

  67. Samat, H.A., Kamaruddin, S., Azid, I.A.: Maintenance performance measurement: a review. Pertanika J. Sci. Technol. 19(2), 199–211 (2011)

    Google Scholar 

  68. Sankararaman, S.: Significance, interpretation, and quantification of uncertainty in prognostics and remaining useful life prediction. Mech. Syst. Signal Process. 52–53, 228–247 (2015)

    Article  Google Scholar 

  69. Sarkar, A., Behera, D.K., Kumar, S.: Maintenance policies of single and multi-unit systems in the past and present. Int. J. Curr. Eng. Technol. 2(1), 196–205 (2012)

    Google Scholar 

  70. Scarf, P.A.: A framework for condition monitoring and condition based maintenance. Qual. Technol. Quant. Manag. 4(2), 301–312 (2007)

    Article  MathSciNet  Google Scholar 

  71. Selcuk, S.: Predictive maintenance, its implementation and latest trends. Proc. Inst. Mech. Eng. Part B J. Eng. Manuf. (2016). https://doi.org/10.1177/0954405415601640

  72. Selviaridis, K., Wynstra, F.: Performance-based service contracting: a literature review and future research directions. Int. J. Prod. Res. 53(12), 3505–3540 (2015)

    Article  Google Scholar 

  73. Shenoy, D., Bhadury, B.: Maintenance Resource Management: Adapting Materials Requirements Planning MRP. CRC Press, London (2003)

    Google Scholar 

  74. Shin, H.-H., Jun, H.-B.: On condition based maintenance policy. J. Comput. Des. Eng. 2, 119–127 (2015)

    Google Scholar 

  75. Si, X.-S., Wang, W., Hu, C.-H., Zhou, D.-H.: Remaining useful life estimation – a review on the statistical data driven approaches. Eur. J. Oper. Res. 213, 1–14 (2011)

    Article  MathSciNet  Google Scholar 

  76. Simon, R.M.: Cannibalization policies for multicomponent systems. SIAM J. Appl. Math. 19(4), 700–711 (1970)

    Article  MathSciNet  Google Scholar 

  77. Swanson, L.: Linking maintenance strategies to performance. Int. J. Prod. Econ. 70, 237–244 (2001)

    Article  Google Scholar 

  78. Tang, T.: Failure finding interval optimization for periodically inspected repairable systems. Ph.D. thesis, University of Toronto (2012)

    Google Scholar 

  79. Valdez-Flores, C., Feldman, R.: A survey of preventive maintenance models for stochastically deteriorating single-unit systems. Naval Res. Logist. 36, 419–446 (1989)

    Article  MathSciNet  Google Scholar 

  80. Van Horenbeek, A., Bure, J., Cattrysse, D., Pintelon, L., Vansteenwegen, P.: Joint maintenance and inventory optimization systems: a review. Int. J. Prod. Econ. 143, 499–508 (2013)

    Article  Google Scholar 

  81. Varoneckas, A., Mackute-Varoneckiene, A., Rilavicius, T.: A review of predictive maintenance systems in Industry 4.0. Int. J. Des. Anal. Tools Integr. Circuits Syst. 6(1), 68 (2017)

    Google Scholar 

  82. Veldman, J., Wortmann, H., Klingenberg, W.: Typology of condition based maintenance. J. Qual. Maint. Eng. 17(2), 183–202 (2011)

    Article  Google Scholar 

  83. Wang, H.: A survey of maintenance policies of deteriorating systems. Eur. J. Oper. Res. 139(3), 469–489 (2002)

    Article  Google Scholar 

  84. Wang, W.: A joint spare part and maintenance inspection optimisation model using the delay-time concept. Reliab. Eng. Syst. Saf. 96, 1535–1541 (2011)

    Article  Google Scholar 

  85. Wang, W., Carr, J., Chow, T.W.S.: A two-level inspection model with technological insertions. IEEE Trans. Reliab. 61(2), 479–490 (2012)

    Article  Google Scholar 

  86. Weber, P., Medina-Oliva, G., Simon, C., Iung, B.: Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas. Eng. Appl. Artif. Intell. 25, 671–682 (2012)

    Article  Google Scholar 

  87. www2.deloitte.com/insights/us/en/focus/industry-4-0/using-predictive-technologies-for-asset-maintenance.html. Accessed 01 June 2018

  88. Werbińska-Wojciechowska, S.: Technical system maintenance. Delay-time-based modelling (in rev., Springer)

    Google Scholar 

  89. Wilson, R.M.: Design for maintenance. Electric Traction Systems, Course on IET Professional Development, 3–7 November 2008, pp. 363–385 (2008). https://doi.org/10.1049/ic:20080524

  90. www.reliableplant.com/Read/29962/internet-of-things. Accessed 01 June 2018

  91. Wu, S.: Warranty data analysis: a review. Qual. Reliab. Eng. Int. 28, 795–805 (2012)

    Article  Google Scholar 

  92. Zaitseva, E.N., Levashenko, V.G.: Design of dynamic reliability indices. In: Proceedings 32nd IEEE International Symposium on Multiple-Valued Logic, ISMVL 2002, 15–18 May 2002. https://doi.org/10.1109/ismvl.2002.1011082

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Nowakowski, T., Tubis, A., Werbińska-Wojciechowska, S. (2019). Evolution of Technical Systems Maintenance Approaches Review and a Case Study. In: Burduk, A., Chlebus, E., Nowakowski, T., Tubis, A. (eds) Intelligent Systems in Production Engineering and Maintenance. ISPEM 2018. Advances in Intelligent Systems and Computing, vol 835. Springer, Cham. https://doi.org/10.1007/978-3-319-97490-3_16

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