Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management.

Cofre-Martel, Sergio; Lopez Droguett, Enrique; Modarres, Mohammad

Cofre-Martel, Sergio; Lopez Droguett, Enrique; Modarres, Mohammad.

Afiliação

Cofre-Martel S; Center for Risk and Reliability, Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA.
Lopez Droguett E; Department of Civil and Environmental Engineering, Garrick Institute for the Risk Sciences, University of California, Los Angeles, CA 90095, USA.
Modarres M; Center for Risk and Reliability, Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA.

Sensors (Basel) ; 21(20)2021 Oct 14.

Article em En | MEDLINE | ID: mdl-34696058

Assuntos

Big Data; Gerenciamento de Dados; Bases de Dados Factuais; Prognóstico; Reprodutibilidade dos Testes

Palavras-chave

big data; data preprocessing; data reduction; deep learning; diagnosis; machine learning; machinery data; monitoring sensor data; prognostics and health management

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Big Data / Gerenciamento de Dados Tipo de estudo: Guideline / Prognostic_studies Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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