Characterization of model uncertainty of adhesively bonded CFRP-to-steel joints

Qian-Qian Yu, Xiang Lin Gu, Xiao Ling Zhao, Dong ming Zhang, Hong wei Huang, Cheng Jiang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

38 Citations (Scopus)

Abstract

This paper presents a critical characterization of the uncertainty of bond strength models of adhesively bonded carbon fiber-reinforced polymer (CFRP)-to-steel joints. A model factor ε was defined as the ratio of a tested ultimate load to the corresponding predicted value. A database consisted of 414 CFRP-to-steel single/double-lap shear tests was collected and two frequently used bond strength models were used in the evaluation. The statistics of ε indicated a high level of both the mean value and coefficient of variation (COV). The model factor was found to be highly dependent on input parameters rather than purely random. A systematic part (f) was consequently introduced by a multiple regression analysis to remove this kind of correlation, leaving a residual lognormally distributed random variable (ε * ). After the critical characterization, performance of the model factor was significantly improved. Afterwards, a reliability analysis was performed to compare the model performance given the condition whether the model factor was properly considered or not. The merit of the critical calibration of the model factor is highlighted in the reliability analysis. The resistance factor for the two bond strength models was calibrated given a target reliability index β T of 3.5. The sensitivity analysis indicated that the adhesive tensile strength is the most influential parameter to the reliability index among all the input parameters.

Original languageEnglish
Pages (from-to)150-165
Number of pages16
JournalComposite Structures
Volume215
DOIs
Publication statusPublished - 1 May 2019

Keywords

  • Bond strength
  • CFRP-to-steel
  • Model factor
  • Model uncertainty
  • Multiple regression analysis
  • Reliability analysis

ASJC Scopus subject areas

  • Ceramics and Composites
  • Civil and Structural Engineering

Fingerprint

Dive into the research topics of 'Characterization of model uncertainty of adhesively bonded CFRP-to-steel joints'. Together they form a unique fingerprint.

Cite this