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Uncertain Degradation Process Modeling Method of Integrated Circuit Chip

  • Yuan Yao*
  • , Ying Chen
  • , Zhen Wang
  • *Corresponding author for this work
  • Beihang University
  • Huawei Technologies Co., Ltd.

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

As an important part of electronic products, it is worth paying attention to whether integrated circuit chip can work reliably for a long time. In this paper, based on reliability scientific experiment including performance consistency experiment, reliability domain experiment and degradation law experiment, we use uncertain hypothesis test to determine consistency of performance parameter, and give a method to construct uncertain degradation process model with small samples by using arithmetic Liu process and uncertain maximum likelihood estimation. Taking operational amplifier as an example, the reliability scientific experiment is carried out. Ultimately, it is concluded that the degradation process interval obtained by uncertain maximum likelihood estimation is more in line with the experiment data than that acquired by least squares principle.

Original languageEnglish
Title of host publication2023 5th International Conference on System Reliability and Safety Engineering, SRSE 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages181-185
Number of pages5
ISBN (Electronic)9798350305944
DOIs
StatePublished - 2023
Event5th International Conference on System Reliability and Safety Engineering, SRSE 2023 - Beijing, China
Duration: 20 Oct 202323 Oct 2023

Publication series

Name2023 5th International Conference on System Reliability and Safety Engineering, SRSE 2023

Conference

Conference5th International Conference on System Reliability and Safety Engineering, SRSE 2023
Country/TerritoryChina
CityBeijing
Period20/10/2323/10/23

Keywords

  • performance degradation
  • reliability scientific experiment
  • uncertain maximum likelihood estimation

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