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Use of HMM for evaluation of maintenance activities
by Pascal Vrignat, Manuel Avila, Florent Duculty, Frederic Kratz
International Journal of Adaptive and Innovative Systems (IJAIS), Vol. 1, No. 3/4, 2010

 

Abstract: This paper deals with a tool which may help maintenance managers to schedule maintenance activities. To help them, 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 hypothesis that failure is preceded by a typical sequence of events. We also show that hidden Markov models can be used according to the right choice of parameters.

Online publication date: Mon, 23-Aug-2010

 

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