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Uncertain Degradation Process Modeling Method of Integrated Circuit Chip

  • Yuan Yao*
  • , Ying Chen
  • , Zhen Wang
  • *此作品的通讯作者
  • Beihang University
  • Huawei Technologies Co., Ltd.

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名2023 5th International Conference on System Reliability and Safety Engineering, SRSE 2023
出版商Institute of Electrical and Electronics Engineers Inc.
181-185
页数5
ISBN(电子版)9798350305944
DOI
出版状态已出版 - 2023
活动5th International Conference on System Reliability and Safety Engineering, SRSE 2023 - Beijing, 中国
期限: 20 10月 202323 10月 2023

丛书

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

会议

会议5th International Conference on System Reliability and Safety Engineering, SRSE 2023
国家/地区中国
Beijing
时期20/10/2323/10/23

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