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April 19, 2026Materials and Structures0 citationsOpen Access

In situ 4D image analysis of crack width and strain changes in GFRP-reinforced concrete

SGSzymon GrzesiakTNTessa NogatzCSChristoph de Sousa

Key Points

  • The research aims to investigate crack development and strain changes in concrete beams reinforced with GFRP using 4D imaging techniques.
  • Concrete beam samples were loaded and imaged using computed tomography.
  • Crack segmentation and analysis were performed at different stages of formation.
  • Displacement fields were estimated using the MorphFlow method.
  • The approach aimed for early detection of thin cracks and detailed crack width distribution.
  • The method successfully detected very thin cracks at the sub-voxel level.
  • Crack widths measured were consistent with numerical results and industry standards.
  • Local crack width at the rebar level significantly differed from the surface crack width.

Abstract

Abstract This paper presents a pipeline for investigating crack development and strain changes in concrete beams that are reinforced with a glass fiber-reinforced polymer (GFRP) rebar using 4D image data. Concrete beam samples were loaded and imaged simultaneously using computed tomography at several load stages. The displacement fields were estimated from the resulting time series of images using the MorphFlow method. Individual cracks were segmented and analysed at selected stages of their formation. The method shows high potential for early detection of very thin cracks at the sub-voxel level. Additionally, the adopted image processing approach provides a detailed distribution of crack widths. The crack widths measured in the experiment are consistent with numerical results and with standards specific to FRP reinforcement, such as the Canadian ISIS standard. Image analysis results also indicate that the local crack width at the rebar level differs significantly from the crack width at the sample surface.

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Cite This Study

Grzesiak et al. (2026) studied this question.

synapsesocial.com/papers/69e47282010ef96374d8e8f7https://doi.org/10.1617/s11527-026-03072-x
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