A proposed approach for approximating lower truncated normal cumulative distribution: application to reliability of used devices
The distribution of a normally distributed hardware is changed to a lower truncated normal distribution after it has been in service for a certain period. Therefore, it is necessary to approximate this type of distribution with simple, applicable and accurate models. In the current paper, a model is...
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Veröffentlicht in: | Cogent engineering 2022-12, Vol.9 (1) |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The distribution of a normally distributed hardware is changed to a lower truncated normal distribution after it has been in service for a certain period. Therefore, it is necessary to approximate this type of distribution with simple, applicable and accurate models. In the current paper, a model is proposed to represent the lower truncated normal distribution very accurately. To evaluate the model's accuracy, the truncation is used up to 50% of the original domain from left. The results show an increase in the model maximum deviation from true lower truncated normal distribution with the truncation percentage. At 50% truncation, the maximum deviation is 0.0000212. Besides being very accurate, the model is viable and simple, and it can be used manually, or with the help of a spreadsheet. |
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ISSN: | 2331-1916 2331-1916 |
DOI: | 10.1080/23311916.2022.2154000 |