Reliability Estimation of Parallel Systems with Diverse Failure Modes: Semi-Markov Model Approach

This paper introduces a novel system consisting of two dissimilar units operating in parallel, each with distinct failure modes. This flexibility in units characteristics minimizes the risk of simultaneous failures due to common causes. The system’s mathematical model is developed using a semi-Markov approach, and a numerical method based on the regenerative point technique is applied to estimate various reliability measures, such as the mean time to system failure (MTSF) and system availability. Failure rates are modeled as exponentially distributed, while repair rates are allowed to follow arbitrary distributions. Additionally, the proposed model undergoes graphical analysis to evaluate system performance under varying parameters.

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Publication Details

Journal
Journal of Reliability and Statistical Studies
Published
2024-12-19
DOI
https://doi.org/10.13052/jrss0974-8024.1725
Citations
4
Primary Topic
Reliability and Maintenance Optimization
Type
article
Field-Weighted Citation Impact
1.46
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article

Reliability Estimation of Parallel Systems with Diverse Failure Modes: Semi-Markov Model Approach

Amit Kumar, Vikas Garg, Priya Baloda
4 citations
Journal of Reliability and Statistical Studies
Reliability and Maintenance Optimization
1.46
article

Reliability Estimation of Parallel Systems with Diverse Failure Modes: Semi-Markov Model Approach

Amit Kumar, Vikas Garg, Priya Baloda
article en
4 citations

Abstract

This paper introduces a novel system consisting of two dissimilar units operating in parallel, each with distinct failure modes. This flexibility in units characteristics minimizes the risk of simultaneous failures due to common causes. The system’s mathematical model is developed using a semi-Markov approach, and a numerical method based on the regenerative point technique is applied to estimate various reliability measures, such as the mean time to system failure (MTSF) and system availability. Failure rates are modeled as exponentially distributed, while repair rates are allowed to follow arbitrary distributions. Additionally, the proposed model undergoes graphical analysis to evaluate system performance under varying parameters.

Journal of Reliability and Statistical Studies
Chandigarh University (IN)
Openalex Percentile: Top 18%
Reliability and Maintenance Optimization
1.46
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Reliability Estimation of Parallel Systems with Diverse Failure Modes: Semi-Markov Model Approach — Amit Kumar, Vikas Garg, et al. · Journal of Reliability and Statistical Studies (2024) | TGRS Research Map | TGRS