Reliability assessment for multi-state automatic ticket vending machine (ATVM) through software and hardware failures

Abstract

Purpose

This paper presents the performance analysis of the automatic ticket vending machine (ATVM) through the functioning of its different hardware and software failures.

Design/methodology/approach

Frequent failures in the working of ATVM have been observed; therefore, the authors of the paper intend to analyze the performance measures of the same. Authors have developed a mathematical model based on different hardware and software failures/repairs, which may occur during the operation, with the help of the Markov process. The developed model has been solved for two kinds of failure/repair rates namely variable failures (very much similar to real-time failure) and constant failures. Lagrange's method and Laplace transformation are used for the solution of the developed model.

Findings

Reliability and mean time to failure of the ATVM are determined. Sensitivity analysis for ATVM is also carried out in the paper. Critical components of the ATVM, which affect the performance of the same, in terms of reliability and MTTF are also identified.

Originality/value

A mathematical model based on different hardware and software failures/repairs of ATVM has been developed to analyze its performance, which has not been done in the past.

Citation

Kumar, A. and Kumar, P. (2022), "Reliability assessment for multi-state automatic ticket vending machine (ATVM) through software and hardware failures", Journal of Quality in Maintenance Engineering, Vol. 28 No. 2, pp. 448-473. https://doi.org/10.1108/JQME-08-2020-0089