Industry 4.0 and artificial neural networks in industrial engineering: A systematic review of the literature

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-10-05T16:32:18Z
Fecha de publicación2023-01-01
ResumenArtificial neural networks (RNA) have presented an important role with the entry of the fourth industrial revolution and new technologies to solve problems in different areas of industrial engineering. Although the fourth industrial revolution is closely linked to industrial engineering, neural networks are very complex compared to traditional methods of process control or optimization of industrial processes. Very little is known about this technique and its applications in the field of industrial engineering. The objective of this research is to carry out a systematic review of the literature to know the applications and uses of this technique of neural networks in industrial engineering. A total of 48 scientific works are included, distributed as follows: 1 in Redib, 7 in Taylor \& Francis, 2 in Springer, 14 in Researchgate, 5 in Scielo, 1 in Dialnet, 3 in Ebsco, 7 in ScienceDirect, 1 in Redalyc, 3 in Google Scholar and 4 in web pages as well as specialized repositories on the subject. Of these scientific works, it was found that ANN are used to predict and help different fields of study of industrial engineering, 10 applications in industry 4.0, 8 for applications in models and 3D analysis, 9 focused on supply chain analysis, 8 in Big Data and 13 applications in additive manufacturing and machine tools.es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/4127
Idiomaenes_ES
EditorialINST SUPERIOR POLITECNICO JOSE ANTONIO ECHEVERRIAes_ES
RelaciónRevista Cubana De Ingenieriaes_ES
DerechosAcceso restringido / Suscripción (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_16eces_ES
FuenteRevista Cubana De Ingenieria
Palabra claveIndustry 4.0es_ES
Palabra claveartificial neural networkses_ES
Palabra claveindustrial engineeringes_ES
TítuloIndustry 4.0 and artificial neural networks in industrial engineering: A systematic review of the literaturees_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorDiaz-Martinez, Marco
AutorRoman-Salinas, Reina
AutorSantana-Esparza, Gil
AutorMorales-Rodriguez, Mario
AutorDiaz-Martinez, Marcoes_ES
AutorRoman-Salinas, Reinaes_ES
AutorSantana-Esparza, Giles_ES
AutorMorales-Rodriguez, Marioes_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Número1es_ES
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen14es_ES

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