Hidden Semi-Markov Models for Predictive Maintenance

Realistic predictive maintenance approaches are essential for condition monitoring and predictive maintenance of industrial machines. In this work, we propose Hidden Semi-Markov Models (HSMMs) with (i) no constraints on the state duration density function and (ii) being applied to continuous or disc...

Full description

Bibliographic Details
Main Authors: Francesco Cartella, Jan Lemeire, Luca Dimiccoli, Hichem Sahli
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/278120