Early fault detection in gearboxes via dynamic principal component analysis–driven multivariate statistical process control

• Antonio Pérez-Torres ,

  Contributed equally to this work with: Antonio Pérez-Torres, Jean Navarrete-Campos, Reinier Fernández-López, Jorge Figueroa-Zúñiga, Susana Barceló-Cerdá

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jperezt@ups.edu.ec (AP-T); sbarcelo@eio.upv.es (SB-C)

  Affiliations Department of Applied Statistics and Operational Research, and Quality, Universitat Politècnica de València, València, Spain, Grupo de Investigación y Desarrollo en Tecnologías Industriales (GIDTEC), Universidad Politécnica Salesiana, Cuenca, Ecuador

  https://orcid.org/0000-0003-2723-0079

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• Jean Navarrete-Campos ,

  Contributed equally to this work with: Antonio Pérez-Torres, Jean Navarrete-Campos, Reinier Fernández-López, Jorge Figueroa-Zúñiga, Susana Barceló-Cerdá

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Departamento de Estadística, Universidad de Concepción, Concepción, Chile

  https://orcid.org/0000-0001-5060-6199

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• Reinier Fernández-López ,

  Contributed equally to this work with: Antonio Pérez-Torres, Jean Navarrete-Campos, Reinier Fernández-López, Jorge Figueroa-Zúñiga, Susana Barceló-Cerdá

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Facultad de Ingeniería y Arquitectura, Universidad Central de Chile, La Serena, Chile

  https://orcid.org/0000-0003-1974-9209

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• Jorge Figueroa-Zúñiga ,

  Contributed equally to this work with: Antonio Pérez-Torres, Jean Navarrete-Campos, Reinier Fernández-López, Jorge Figueroa-Zúñiga, Susana Barceló-Cerdá

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Departamento de Estadística, Universidad de Concepción, Concepción, Chile

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• Susana Barceló-Cerdá

  Contributed equally to this work with: Antonio Pérez-Torres, Jean Navarrete-Campos, Reinier Fernández-López, Jorge Figueroa-Zúñiga, Susana Barceló-Cerdá

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jperezt@ups.edu.ec (AP-T); sbarcelo@eio.upv.es (SB-C)

  Affiliation Department of Applied Statistics and Operational Research, and Quality, Universitat Politècnica de València, València, Spain

  https://orcid.org/0000-0001-5110-6698

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