Lifetime Data Anal - Generalized random sign and alert delay models for imperfect maintenance.

Tópicos

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Resumo

This paper considers the modelling of the process of Corrective and condition-based Preventive Maintenance, for complex repairable systems. In order to take into account the dependency between both types of maintenance and the possibility of imperfect maintenance, Generalized Competing Risks models have been introduced in "Doyen and Gaudoin (J Appl Probab 43:825-839, 2006)". In this paper, we study two classes of these models, the Generalized Random Sign and Generalized Alert Delay models. A Generalized Competing Risks model can be built as a generalization of a particular Usual Competing Risks model, either by using a virtual age framework or not. The models properties are studied and their parameterizations are discussed. Finally, simulation results and an application to real data are presented.

Resumo Limpo

paper consid model process correct conditionbas prevent mainten complex repair system order take account depend type mainten possibl imperfect mainten general compet risk model introduc doyen gaudoin j appl probab paper studi two class model general random sign general alert delay model general compet risk model can built general particular usual compet risk model either use virtual age framework model properti studi parameter discuss final simul result applic real data present

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