Multi-equipment condition based maintenance optimization by multi-objective genetic algorithm

• Autorzy: Valčuha Š. , Goti A. , Úradníček J. , Navarro I.
• Języki publikacji: EN

Abstrakty

EN

Purpose: This paper deals with the optimization of the condition based maintenance (CBM) applied on manufacturing multi-equipment system under cost and benefit criteria. Design/methodology/approach: The system is modeled using Discrete Event Simulation (DES) and optimized by means of the application of a Multi-Objective Evolutionary Algorithm (MOEA). Findings: Solution for the joint optimization of the condition based maintenance model applied on several equipment has been obtained. Research limitations/implications: The developed approach has been successfully applied to the optimization of condition based maintenance activities of a hubcap production system composed by three plastic injection machines and a painting station, for management decision support. Originality/value: This paper provides a solution for the joint optimization of CBM strategies applied on several equipments.

Słowa kluczowe

EN

maintenance optimization; Discrete Even Simulation; multi-objective optimization

• Wydawca: International OCSCO World Press
• Czasopismo: Journal of Achievements in Materials and Manufacturing Engineering
• Rocznik: 2011
• Tom: Vol. 45, nr 2
• Strony: 188--193
• Opis fizyczny: Bibliogr. 4 poz., rys., tab.

Twórcy

autor

Valčuha Š.

• Institute of Manufacturing System, Environmental Technology and Quality Management, Faculty of Mechanical Engineering, STU Bratislava, Nám. slobody 17, 812 43 Bratislava 1, Slovak Republic

autor

Goti A.

• Industrial Management Department, Mondragon Unibertsitatea University, Loramendi 4, 20500 Mondragon, Gipuzkoa, Spain

autor

Úradníček J.

• Institute of Manufacturing System, Environmental Technology and Quality Management, Faculty of Mechanical Engineering, STU Bratislava, Nám. slobody 17, 812 43 Bratislava 1, Slovak Republic

autor

Navarro I.

• Industrial Management Department, Mondragon Unibertsitatea University, Loramendi 4, 20500 Mondragon, Gipuzkoa, Spain

Bibliografia

• [1] S. Martorell, A. Sánchez, V. Serradell, Age-dependent reliability model considering effects of maintenance and working conditions, Reliability Engineering and Systems Safety 64 (1999) 19-31.
• [2] W. Li, H. Pham, An inspection-maintenance model for systems with multiple competing processes, IEEE Transactions on Reliability 54/2 (2005) 318-327.
• [3] K. Deb, A. Pratap, S. Agarwal, T. Meyarivan, A fast and elitiste multiobjective genetic algorithm: NSGA-II, IEEE Transactions on Evolutionary Computation 6/2 (2002) 182197.
• [4] S. Martorell, A. Sánchez, S. Carlos, V. Serradell, Alternatives and challenges in optimizing industrial safety using genetic algorithms, Reliability Engineering and System Safety 86/1 (2004) 25-38.