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International Journal of Mathematical, Engineering and Management Sciences

ISSN: 2455-7749 . Open Access


Reliability Assessment of Repairable Systems Using Simple Regression Models

Reliability Assessment of Repairable Systems Using Simple Regression Models

Miguel Ángel Navas Álvarez
Department of Electrical, Electronic and Control Engineering, Spanish National Distance Education University, Madrid, CP28040, Spain.

José Carpio Ibáñez
Department of Electrical, Electronic and Control Engineering, Spanish National Distance Education University, Madrid, CP28040, Spain.

Carlos Sancho de Mingo
Department of Electrical, Electronic and Control Engineering, Spanish National Distance Education University, Madrid, CP28040, Spain.

DOI https://doi.org/10.33889/IJMEMS.2021.6.1.011

Received on February 26, 2020
  ;
Accepted on April 29, 2020

Abstract

The statistical nature of failures in repairable systems does not have a behaviour similar to non-repairable systems. The statistical models developed for the study of the reliability of repairable systems mostly based on the application of stochastic processes. However, there is a group of prediction models for reliability based on time series analysis. Below are the results and conclusions of the application of simple regression models in the escalators Avante model (TNE), in order to assess their potential use by maintenance organizations.

Keywords- Repairable system, Reliability models, Simple regression, Escalators.

Citation

Álvarez, M. . N., Ibáñez, J. C., & de Mingo, C. S. (2021). Reliability Assessment of Repairable Systems Using Simple Regression Models. International Journal of Mathematical, Engineering and Management Sciences, 6(1), 180-192. https://doi.org/10.33889/IJMEMS.2021.6.1.011.