Dynamics of an optimal maintenance policy for imperfect repair models
| Autor: | Enrico A. Colosimo, Maria Luiza Guerra de Toledo, Marta Afonso Freitas, Gustavo L. Gilardoni |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
021103 operations research
Information Systems and Management General Computer Science Operations research Computer science Reliability (computer networking) 0211 other engineering and technologies Optimal maintenance 02 engineering and technology Management Science and Operations Research 01 natural sciences Preventive maintenance Industrial and Manufacturing Engineering 010104 statistics & probability Dynamics (music) Modeling and Simulation Operations management Imperfect 0101 mathematics |
| Zdroj: | European Journal of Operational Research. 248:1104-1112 |
| ISSN: | 0377-2217 |
| DOI: | 10.1016/j.ejor.2015.07.056 |
| Popis: | A preventive maintenance policy that considers information provided by observing the failure history of a repairable system is proposed. For a system that is to be operated for a long time, it is shown that the proposed policy will have a lower expected cost than a periodical one which does not take into account the failure history. Statistical inference using both maximum likelihood point estimates and bootstrap confidence intervals is discussed. The proposed policy is applied to a real situation involving maintenance of off-road engines owned by a Brazilian mining company. A simulation study compares the performance between the maintenance policy proposed and the periodical one. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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