Towards a First Implementation of the Internal Weibull Distribution in Power BI and the Related Software Architecture

It is inevitable for companies to maintain reliability data for prediction.For this reason, it is important to perform reliability calculation with defined assumptions.The outgoing idea here is the dependency of both the data and the reliability information from external sources.This idea constitutes the starting point of this study.The Weibull distribution function was calculated within the company.The function graph was obtained and reflected in Power BI.This paper shows the results architectural topology of the reliability data Software and presents the Weibull distribution of failed parts.This curve shows the linear distribution of the failure numbers of related failure categories.The advantage of Weibull analysis without using external software is to develop the intern know-how and be able to control the calculation which allows an independent view.The development of the software and the data maintenance are one of the complexes works for gaining valuable results and prediction for the devices in the field.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.3850/978-981-94-3281-3_esrel-sra-e2025-p0041-cd
Primary Topic
Embedded Systems Design Techniques
Type
article
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Towards a First Implementation of the Internal Weibull Distribution in Power BI and the Related Software Architecture

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Embedded Systems Design Techniques
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Towards a First Implementation of the Internal Weibull Distribution in Power BI and the Related Software Architecture

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Abstract

It is inevitable for companies to maintain reliability data for prediction.For this reason, it is important to perform reliability calculation with defined assumptions.The outgoing idea here is the dependency of both the data and the reliability information from external sources.This idea constitutes the starting point of this study.The Weibull distribution function was calculated within the company.The function graph was obtained and reflected in Power BI.This paper shows the results architectural topology of the reliability data Software and presents the Weibull distribution of failed parts.This curve shows the linear distribution of the failure numbers of related failure categories.The advantage of Weibull analysis without using external software is to develop the intern know-how and be able to control the calculation which allows an independent view.The development of the software and the data maintenance are one of the complexes works for gaining valuable results and prediction for the devices in the field.

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Embedded Systems Design Techniques
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