Big Data Analysis Proposal for Manufacturing Firm

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-09-15T00:32:24Z
Fecha de publicación2021-02-15
ResumenThe analysis of large volumes of data is an important activity in manufacturing companies, since they allow improving the decision-making process. The data analysis has generated that the services and products are personalized, and how the consumption of the products has evolved, obtaining results that add value to the companies in real time. In this case study, developed in a large manufacturing company of electronic components as robots and AC motors; a strategy has been proposed to analyze large volumes of data and be able to analyze them to support the decision-making process; among the proposed activities of the strategy are: Analysis of the technological architecture, selection of the business processes to be analyzed, installation and configuration of Hadoop software, ETL activities, and data analysis and visualization of the results. With the proposed strategy, the data of nine production factors of the motor PCI boards were analyzed, which had a greater incidence in the rejection of the components; a solution was made based on the analysis, which has allowed a decrease of 28.2% in the percentage of rejection.es_ES
Doihttps://doi.org/10.24018/ejece.2021.5.1.298es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/3863
Idiomaenes_ES
RelaciónEuropean Journal of Electrical Engineering and Computer Sciencees_ES
URL relacionadohttps://doi.org/10.24018/ejece.2021.5.1.298es_ES
DerechosAcceso abierto (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_abf2es_ES
FuenteEuropean Journal of Electrical Engineering and Computer Science
Palabra claveProcess (computing)es_ES
Palabra claveVisualizationes_ES
Palabra claveComputer sciencees_ES
Palabra claveBig dataes_ES
Palabra claveSoftwarees_ES
Palabra claveManufacturing engineeringes_ES
Palabra claveProduction (economics)es_ES
Palabra claveData analysises_ES
Palabra claveData mininges_ES
Palabra claveEngineeringes_ES
ClasificaciónThe Impact of Diversity and Innovation on Societyes_ES
TítuloBig Data Analysis Proposal for Manufacturing Firmes_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorValdez, Alicia
AutorCortés, Griselda
AutorVázquez, Laura
AutorMartinez, Adriana
AutorAtondo, Gerardo Haces
AutorValdez, Aliciaes_ES
AutorCortés, Griseldaes_ES
AutorVázquez, Lauraes_ES
AutorMartinez, Adrianaes_ES
AutorAtondo, Gerardo Haceses_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Número1es_ES
Rango de páginas68-75es_ES
URL relacionadahttps://doi.org/10.24018/ejece.2021.5.1.298
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen5es_ES

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