A Sequential Probability Ratio Based Lifetime Prediction Method for Electronic Systems

The lifetime prediction of electronic systems is of utmost significance and holds a crucial position. Sequential probability ratio (SPR), as a statistical approach, is employed in sequential analysis for making decisive judgments. Here, a novel life prediction method based on sequential probability...

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Published in2024 IEEE International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC) pp. 355 - 359
Main Authors Liu, Cuiyu, Li, Hao, Li, Dongpeng, Wang, Shenhang, Yu, Yang, Chen, Jingyi
Format Conference Proceeding
LanguageEnglish
Published IEEE 26.07.2024
Subjects
electronic systems
life prediction
Prediction methods
Probability
Sensors
Sequential analysis
Sequential probability ratio (SPR)
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Abstract The lifetime prediction of electronic systems is of utmost significance and holds a crucial position. Sequential probability ratio (SPR), as a statistical approach, is employed in sequential analysis for making decisive judgments. Here, a novel life prediction method based on sequential probability ratio is put forward. This method specifically addresses the issue that relying on a single parameter alone is not comprehensive enough, and thus, it integrates multiple health degrees. The experimental outcomes clearly demonstrate the efficacy and validity of this method.
AbstractList The lifetime prediction of electronic systems is of utmost significance and holds a crucial position. Sequential probability ratio (SPR), as a statistical approach, is employed in sequential analysis for making decisive judgments. Here, a novel life prediction method based on sequential probability ratio is put forward. This method specifically addresses the issue that relying on a single parameter alone is not comprehensive enough, and thus, it integrates multiple health degrees. The experimental outcomes clearly demonstrate the efficacy and validity of this method.
Author Yu, Yang
Li, Dongpeng
Li, Hao
Wang, Shenhang
Liu, Cuiyu
Chen, Jingyi
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Snippet The lifetime prediction of electronic systems is of utmost significance and holds a crucial position. Sequential probability ratio (SPR), as a statistical...
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StartPage 355
SubjectTerms electronic systems
life prediction
Prediction methods
Probability
Sensors
Sequential analysis
Sequential probability ratio (SPR)
Title A Sequential Probability Ratio Based Lifetime Prediction Method for Electronic Systems
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