Skip to main navigation Skip to search Skip to main content

A RELIABILITY ASSESSMENT METHOD FOR COMPLEX ELECTRONIC SYSTEMS BASED ON VINE COPULA AND INVERSE GAUSSIAN PROCESS

Research output: Contribution to journalConference articlepeer-review

Abstract

Complex electronic systems are integral to signal transformation and information transmission. Therefore, it is crucial to assess and predict their reliability to ensure safe operation and enhance economic efficiency. These systems are characterized by high reliability, long lifespans, multiple performance parameters, and complex, multi-source failure mechanisms, which often manifest as the simultaneous degradation of multiple performance parameters. Due to the intricate internal structure and manufacturing processes, the degradation processes are often correlated. Thus, accurately assessing the reliability of complex electronic systems is particularly important. This paper proposes using the Inverse Gaussian (IG) process to describe the degradation process of a single performance characterization parameter in complex electronic systems. Additionally, the correlation of multiple performance characterization parameters is modeled using the Vine copula. Finally, the proposed theory is illustrated with a practical example of a specific type of electronic system.

Original languageEnglish
Pages (from-to)101-106
Number of pages6
JournalIET Conference Proceedings
Volume2024
Issue number12
DOIs
StatePublished - 2024
Externally publishedYes
Event14th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2024 - Harbin, China
Duration: 24 Jul 202427 Jul 2024

Keywords

  • COMPLEX ELECTRONIC SYSTEMS
  • INVERSE GAUSSIAN PROCESS
  • RELIABILITY ASSESSMENT
  • VINE COPULA

Fingerprint

Dive into the research topics of 'A RELIABILITY ASSESSMENT METHOD FOR COMPLEX ELECTRONIC SYSTEMS BASED ON VINE COPULA AND INVERSE GAUSSIAN PROCESS'. Together they form a unique fingerprint.

Cite this