An Analytic Hierarchy Process Based Model for the Selection of Decision Categories in Maintenance Systems

• Autorzy: Stefano Ierace , Sergio Cavalieri
• Języki publikacji: EN

Abstrakty

EN

This paper presents a model, based on Analytic Hierarchy Process, to support a maintenance manager with a suitable tool for focusing on the most relevant choices which need to be prioritized. The paper provides an insight on how structural and infra-structural decision elements, traditionally conceived for assessing the manufacturing strategy of a company, could be adopted as criteria for configuring a maintenance system. A model based on Analytic Hierarchy Process has been developed and tested in two industrial case studies in order to demonstrate how it can guide a maintenance manager in keeping the strategic decisions coherently with the overall company's manufacturing strategy. Main beneficiaries are mainly maintenance managers who have to tackle relevant strategic decisions in managing their maintenance systems. Given the increasing role of maintenance within the operations strategy of a company, the heterogeneity of actors involved, with the relevant risk of assuming conflicting decisions, it is of utmost importance to lever on adequate and shared decision support systems rather than relying on a mere empirical knowledge. The model proposed in this paper, based on the Analytic Hierarchy Process, fills this gap since it provides a structured support in the decision making process by comparing and prioritising the relevant strategic decisions pertaining to the configuration of a maintenance system(original abstract)

Słowa kluczowe

EN

Analytic Hierarchy Process (AHP)

PL

Analityczny proces hierarchiczny

• Czasopismo: Management and Production Engineering Review
• Rocznik: 2013
• Tom: 4
• Numer: nr 2
• Strony: 37--49

Twórcy

autor

Stefano Ierace

• University of Bergamo, CELS - Department of Engineering, Italy

autor

Sergio Cavalieri

• niversity of Bergamo, CELS - Department of Engineering, Italy

Bibliografia

• Blanchard S.B., An enhanced approach for implementing total productive maintenance in the manufacturing environment, Journal of Quality in Maintenance Engineering, 3, 2, 69-80, 1997.
• Mechefske C.K., Wang Z., Using fuzzy linguistic to select optimum maintenance and condition monitoring strategies, Mechanical Systems and Signal Processing, 17, 2, 305-316, 2003.
• Pinjala S.K., Pintelon L., Vereecke A., An empirical investigation on the relationship between business and maintenance strategies, International Journal Production Economics, 104, 214-229, 2006.
• Duffuaa S., Raouf A., Dixon Campbell J., Sistemas de mantenimiento. Planeación y control, Limusa, M´exico, 2000.
• Pintelon L., Gelders L., VanPuyvelde F., Maintenance Management, second ed. Belgium, Leuven, 2000.
• Bevilacqua M., Braglia M., The analytic hierarchy process applied to maintenance strategy selection, Reliability Engineering and System Safety, 70, 71- 83, 2000.
• Waeyenbergh G., Pintelon L., A framework for maintenance concept development, International Journal of Production Economics, 77, 299-313, 2002.
• Al-Najjar B., Alsyouf I., Selecting the most efficient maintenance approach using fuzzy multiple criteria decision making, International Journal of Production Economics, 84, 85-100, 2003.
• Wang L., Chu J.,Wu J., Selection of optimum maintenance strategies based on a fuzzy analytic hierarchy process, International journal of Production Economics, 107, 151-163, 2007.
• Swanson L., Linking maintenance strategies to performance, International Journal of Production Economics, 70, 237-244, 2001.
• British Standard, British Standard Glossary of Maintenance Management Terms in Terotechnology, British Standard Institution, London, 1984.
• Campos M.L., Crespo M´arquez A., Review, Classification and Comparative Analysis of Maintenance Management Models, In: Proceedings of 9th IFAC Workshop on Intelligent Manufacturing Systems, October 9-10, 2008, Szczecin, Poland, pp. 339-344, 2008.
• Pintelon L., Van Wassenhove L., A maintenance management tool, Omega, 18, 1, 59-70, 1990.
• Pintelon L., Gelders L.F., Maintenance Management Decision Making, European Journal of Operational Research, 58, 301-317, 1992.
• Cholasuke C., Bhardwa R., Antony J., The status of maintenance management in UK manufacturing organisations: results from a pilot survey, Journal of Quality in Maintenance Engineering, 10, 1, 2004.
• Tam A., Price J., Beveridge A., A maintenance optimisation framework in application to optimise power station boiler pressure parts maintenance, Journal of Quality in Maintenance Engineering, 13, 4, 364-384, 2007.
• Vanneste S.G., Van Wassenhove L.N., An integrated and structured approach to improve maintenance, European Journal of Operational Research, 82, 2, 241-257, 1995.
• Soderholm P., Holmgren M., Klefsj¨o B., A process view of maintenance and its stakeholders, Journal of Quality in Maintenance Engineering, 13, 1, 19-32, 2007.
• Crespo M´arquez A., The Maintenance Management Framework. Models and Methods for Complex Systems Maintenance, Springer, United Kingdom, 2007.
• Ierace S., Cavalieri S., Maintenance Strategy Selection: a comparison between Fuzzy Logic and Analytic Hierarchy Process, In: Proceedings of 9th IFAC Workshop on Intelligent Manufacturing Systems, October 9-10, 2008, Szczecin, Poland, pp. 327-332.
• Swanson L., An empirical study on the relationship between production technology and maintenance management, International Journal of Production Economics, 53, 191-207, 1997.
• Prasad Mishra R., Anand D., Kodali R., Development of a framework for world-class maintenance systems, Journal of Advanced Manufacturing Systems, 5, 2, 141-165, 2006.
• Riis J., Luxhoj J., Uffe T., A situational maintenance model, International Journal of Quality and Reliability Management, 14, 4, 349-366, 1997.
• Wireman T., World Class Maintenance Management, Industrial Press, New York, 1990.
• Hassanain M.A., Froese T.M., Vanier D.J., Development of a maintenance management model based on IAI standards, Artificial Intelligence in Engineering, 15, 1, 177-193, 2001.
• Tsang A., Strategic dimensions of maintenance management, Journal of Quality in Maintenance Engineering, 8, 1, 7-39, 2002.
• Murthy D.N.P., Atrens A., Eccleston J.A., Strategic maintenance management, Journal of Quality in Maintenance Engineering, 8, 4, 287-305, 2002.
• Abudayyeh O., Khan T., Yehia S., Randolph D., The design and implementation of a maintenance information model for rural municipalities, Advances in Engineering Software, 36, 8, 540-548, 2005.
• Pramod V.R., Devadasan S.R., Muthu S., Jagathyraj V.P., Dhakshina Moorthy G., Integrating TPM and QFD for improving quality in maintenance engineering, Journal of Quality in Maintenance Engineering, 12, 2, 1355-2511, 2006.
• Kelly A., Maintenance and the industrial organization in Strategic Maintenance Planning, Butterworth-Heinemann, United Kingdom, 2006.
• Sharma R.K., Kumar D., Kumar P., FLM to select suitable maintenance strategy in process industries using MISO model, Journal of Quality in Maintenance Engineering, 11, 4, 359-374, 2005.
• Luce S., Choice criteria in conditional preventive maintenance, Mechanical Systems and Signal Processing, 13, 1, 163-168, 1999.
• Okumura S., Okino N., A maintenance policy selection method for a critical single-unit item in each workstation composing a FMS with CBM optimisation, International Journal of COMADEM, 6, 2, 3-9, 2003.
• Hayes R.H., Wheelwright S.C., Clark K.B., Dynamic Manufacturing: Creating the Learning Organization, The Free Press, New York, 1984.
• Mill J., Neely A., Platts K., Gregory M., Creating a Winning Business Formula, Cambridge University Press, Cambridge, 2002.
• Goetschalckx M., Vidal C.J., Dogan K., Modeling and design of global logistics systems: A review of integrated strategic and tactical models and design algorithms, European Journal of Operational Research, 143, 1, 1-18, 2002.
• Hallgren M., Olhager J., Quantification in manufacturing strategy: A methodology and illustration, International Journal Production Economics, 104, 113-124, 2005.
• Scholz R.W., Tietje O., Embedded Case Study Methods. Integrating Quantitative and Qualitative Knowledge, Sage Publications, Thousand Oaks, Sage, ISBN 0761919465, 2002.
• Saaty T.L., The analytic hierarchy process, McGraw-Hill, New York, 1980.
• Triantaphyllou E., Kovalerchuk B., Mann L., Knapp G.M., Determining the most important criteria in maintenance decision making, Journal of Quality in Maintenance Engineering, 3, 1, 16-28, 1997.
• Deng H., Multicriteria analysis with fuzzy pairwise comparison, International Journal of Approximate Reasoning, 21, 215-231, 1999.

Identyfikatory

DOI

10.2478/mper-2013-0014