Data Analysis for the Preventive Maintenance of Machinery

Piqueras, Ricardo and Fernández-Crehuet, José María (2020). Data Analysis for the Preventive Maintenance of Machinery. "Studies in Engineering and Technology", v. 7 (n. 1); pp. 1-8. ISSN 2330-2046. https://doi.org/10.11114/set.v7i1.2814.

Description

Title: Data Analysis for the Preventive Maintenance of Machinery
Author/s:
  • Piqueras, Ricardo
  • Fernández-Crehuet, José María
Item Type: Article
Título de Revista/Publicación: Studies in Engineering and Technology
Date: August 2020
ISSN: 2330-2046
Volume: 7
Subjects:
Freetext Keywords: simulation; data; linear regression; statistical analysis; maintenance
Faculty: E.T.S.I. Industriales (UPM)
Department: Ingeniería de Organización, Administración de Empresas y Estadística
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This article shows the importance of data for the resolution of current problems, through a case study of preventive maintenance of a company’s machines. From a given inspection of the condition of the machines, enough data is obtained to simulate the operation of the machines under specific conditions using Python programming environment, for a long enough period of time to obtain reliable information about the machines’ lifetime. By using “R”, the statistical analysis of the data is performed to determine the optimal period between repairs, schedule the company’s preventive maintenance and show the possibility of solving complex problems from a simple data set.

More information

Item ID: 57905
DC Identifier: http://oa.upm.es/57905/
OAI Identifier: oai:oa.upm.es:57905
DOI: 10.11114/set.v7i1.2814
Official URL: http://redfame.com/journal/index.php/set/article/view/2814/4733
Deposited by: Memoria Investigacion
Deposited on: 24 Feb 2020 15:43
Last Modified: 25 Feb 2020 15:27
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