Towards a Maintenance and Servicing Indicator

Abstract : This paper deals with a tool which may help maintenance manager to schedule maintenance activities. To help him, we show that by using events which can be observed on a process, like maintenance events, we can predict failures before they occur. Principles are based on the hypothesis that failure is preceded by a typical sequence of events. We also show that Hidden Markov Models can be used according to a good choice of parameters.
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Pascal Vrignat, Manuel Avila, Florent Duculty, Frédéric Kratz. Towards a Maintenance and Servicing Indicator. International Conference on Advances in Production and Management Systems (APMS), Sep 2009, Paris, France. pp.113-120, ⟨10.1007/978-3-642-16358-6_15⟩. ⟨hal-01055862⟩

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