Failure diagnosis using deep belief learning based health state classification

Abstract

Effective health diagnosis provides multifarious benefits such as improved safety, improved reliability and reduced costs for operation and maintenance of complex engineered systems. This paper presents a novel multi-sensor health diagnosis method using deep belief network (DBN). DBN has recently become a popular approach in machine learning for its… (More)
DOI: 10.1016/j.ress.2013.02.022

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