Work

Model Selection for the Reliability of a Machine

Year: 2025

Type: article

Abstract: Model selection is an important factor in the non-homogeneous poisson process used to determine the reliability of a machine. In this article, the most commonly used power law model and log-linear model in the non-homogeneous poisson process are compared. For the reliability of a bank's ATM machine, the reliability values and expected failure numbers were calculated according to both models by using the times between failures. The obtained values were compared and it was decided which model was the better choice.

Source: Asian Journal of Business and Management

DOI: 10.24203/t586vt58

Author: Ayşe Buğatekin

Language: English

Topic: Reliability and Maintenance Optimization

Subfield: Safety, Risk, Reliability and Quality

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4407238806

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