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An evaluation system of the setting up of predictive maintenance programmes

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  • Carnero, MaCarmen

Abstract

Predictive Maintenance can provide an increase in safety, quality and availability in industrial plants. However, the setting up of a Predictive Maintenance Programme is a strategic decision that until now has lacked analysis of questions related to its setting up, management and control. In this paper, an evaluation system is proposed that carries out the decision making in relation to the feasibility of the setting up. The evaluation system uses a combination of tools belonging to operational research such as: Analytic Hierarchy Process, decision rules and Bayesian tools. This system is a help tool available to the managers of Predictive Maintenance Programmes which can both increase the number of Predictive Maintenance Programmes set up and avoid the failure of these programmes. The Evaluation System has been tested in a petrochemical plant and in a food industry.

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  • Carnero, MaCarmen, 2006. "An evaluation system of the setting up of predictive maintenance programmes," Reliability Engineering and System Safety, Elsevier, vol. 91(8), pages 945-963.
    • Handle: RePEc:eee:reensy:v:91:y:2006:i:8:p:945-963
    DOI: 10.1016/j.ress.2005.09.003
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    1. Swanson, Laura, 2003. "An information-processing model of maintenance management," International Journal of Production Economics, Elsevier, vol. 83(1), pages 45-64, January.
    2. Kevin Doyle, E., 2004. "On the application of stochastic models in nuclear power plant maintenance," European Journal of Operational Research, Elsevier, vol. 154(3), pages 673-690, May.
    3. Bana e Costa, Carlos A. & Ensslin, Leonardo & Correa, Emerson C. & Vansnick, Jean-Claude, 1999. "Decision Support Systems in action: Integrated application in a multicriteria decision aid process," European Journal of Operational Research, Elsevier, vol. 113(2), pages 315-335, March.
    4. Qiping Shen & Kak-Keung Lo & Qian Wang, 1998. "Priority setting in maintenance management: a modified multi-attribute approach using analytic hierarchy process," Construction Management and Economics, Taylor & Francis Journals, vol. 16(6), pages 693-702.
    5. Barbera, Fran & Schneider, Helmut & Watson, Ed, 1999. "A condition based maintenance model for a two-unit series system," European Journal of Operational Research, Elsevier, vol. 116(2), pages 281-290, July.
    6. Swanson, Laura, 2001. "Linking maintenance strategies to performance," International Journal of Production Economics, Elsevier, vol. 70(3), pages 237-244, April.
    7. Pedregal, Diego J. & Carmen Carnero, Ma, 2006. "State space models for condition monitoring: a case study," Reliability Engineering and System Safety, Elsevier, vol. 91(2), pages 171-180.
    8. Al-Najjar, Basim & Alsyouf, Imad, 2004. "Enhancing a company's profitability and competitiveness using integrated vibration-based maintenance: A case study," European Journal of Operational Research, Elsevier, vol. 157(3), pages 643-657, September.
    9. Bana e Costa, Carlos A. & Chagas, Manuel P., 2004. "A career choice problem: An example of how to use MACBETH to build a quantitative value model based on qualitative value judgments," European Journal of Operational Research, Elsevier, vol. 153(2), pages 323-331, March.
    10. Jonsson, Patrik, 1999. "Company-wide integration of strategic maintenance: An empirical analysis," International Journal of Production Economics, Elsevier, vol. 60(1), pages 155-164, April.
    11. Christer, A. H. & Wang, W. & Sharp, J. M., 1997. "A state space condition monitoring model for furnace erosion prediction and replacement," European Journal of Operational Research, Elsevier, vol. 101(1), pages 1-14, August.
    12. Waeyenbergh, Geert & Pintelon, Liliane, 2004. "Maintenance concept development: A case study," International Journal of Production Economics, Elsevier, vol. 89(3), pages 395-405, June.
    13. Waeyenbergh, Geert & Pintelon, Liliane, 2002. "A framework for maintenance concept development," International Journal of Production Economics, Elsevier, vol. 77(3), pages 299-313, June.
    14. Chu, Chengbin & Proth, Jean-Marie & Wolff, Philippe, 1998. "Predictive maintenance: The one-unit replacement model," International Journal of Production Economics, Elsevier, vol. 54(3), pages 285-295, May.
    15. Karydas, D.M. & Gifun, J.F., 2006. "A method for the efficient prioritization of infrastructure renewal projects," Reliability Engineering and System Safety, Elsevier, vol. 91(1), pages 84-99.
    16. Ossadnik, Wolfgang & Lange, Oliver, 1999. "AHP-based evaluation of AHP-Software," European Journal of Operational Research, Elsevier, vol. 118(3), pages 578-588, November.
    17. Mohanty, R. P. & Deshmukh, S. G., 1998. "Advanced manufacturing technology selection:A strategic model for learning and evaluation," International Journal of Production Economics, Elsevier, vol. 55(3), pages 295-307, August.
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    3. João Antunes Rodrigues & José Torres Farinha & Mateus Mendes & Ricardo J. G. Mateus & António J. Marques Cardoso, 2022. "Comparison of Different Features and Neural Networks for Predicting Industrial Paper Press Condition," Energies, MDPI, vol. 15(17), pages 1-16, August.
    4. Abrahamsen, Eirik Bjorheim & Milazzo, Maria Francesca & Selvik, Jon T. & Asche, Frank & Abrahamsen, HÃ¥kon Bjorheim, 2020. "Prioritising investments in safety measures in the chemical industry by using the Analytic Hierarchy Process," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
    5. Pascual, R. & Del Castillo, G. & Louit, D. & Knights, P., 2009. "Business-oriented prioritization: A novel graphical technique," Reliability Engineering and System Safety, Elsevier, vol. 94(8), pages 1308-1313.
    6. Ferreira, Rodrigo J.P. & de Almeida, Adiel Teixeira & Cavalcante, Cristiano A.V., 2009. "A multi-criteria decision model to determine inspection intervals of condition monitoring based on delay time analysis," Reliability Engineering and System Safety, Elsevier, vol. 94(5), pages 905-912.
    7. Traore, M. & Chammas, A. & Duviella, E., 2015. "Supervision and prognosis architecture based on dynamical classification method for the predictive maintenance of dynamical evolving systems," Reliability Engineering and System Safety, Elsevier, vol. 136(C), pages 120-131.
    8. Balduíno César Mateus & Mateus Mendes & José Torres Farinha & Rui Assis & António Marques Cardoso, 2021. "Comparing LSTM and GRU Models to Predict the Condition of a Pulp Paper Press," Energies, MDPI, vol. 14(21), pages 1-21, October.

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