Crack Detection in Reinforced Concrete Beams Using Improved Displacement Influence Line Method

This paper proposes an improved method for detecting, locating, and quantifying damage levels in reinforced concrete beams subjected to moving loads, using displacement influence line data. The subject of this study is a reinforced concrete beam with a span of 2.2 m, based on an actual experimental...

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Published inInternational journal of civil engineering (Tehran. Online) Vol. 23; no. 9; pp. 1791 - 1811
Main Authors Ha, Tuan Minh, Dang, Ngoc-Thuy-Vy, Tran, Manh-Hung, Ho, Duc-Duy
Format Journal Article
LanguageEnglish
Published Cham Springer International Publishing 01.09.2025
Springer Nature B.V
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ISSN1735-0522
2383-3874
DOI10.1007/s40999-025-01115-y

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Abstract This paper proposes an improved method for detecting, locating, and quantifying damage levels in reinforced concrete beams subjected to moving loads, using displacement influence line data. The subject of this study is a reinforced concrete beam with a span of 2.2 m, based on an actual experimental setup from a previous study. The experiment was re-simulated using the finite element method, and the simulation results were compared with experimental data to validate the model’s accuracy. In this study, the degree of beam damage is defined as the length of the crack zone on the underside of the beam, which develops under varying levels of static loading. To assess the damage, displacement data for both the undamaged (reference) and damaged states of the beam were extracted from the computational model. The Root Mean Square Deviation (RMSD) was then calculated to evaluate the correlation between the displacement influence lines for the two states. The findings indicate that the proposed indicators (i.e., A, B, C, K) effectively assist in identifying the presence and location of damage. This study also improves the RMSD index by incorporating standardization, graphical plotting, damage zoning, and damage threshold determination to assess the severity of damage. The diagnostic results for the three midspan failure scenarios showed a C rating greater than 90% and a K value of ≥ 0.8, indicating very good consensus. For non-midspan damage, the C rating exceeded 91%, with similar consensus levels. In a further verification test examining the effect of data collection points on diagnostic accuracy, the RMSD-standardized method achieved A = 95.5%, B = 100%, C = 96.8%, and K = 0.922, demonstrating high reliability. All test scenarios in this study achieved an accuracy greater than 90%, with strong agreement between simulated and experimental results.
AbstractList This paper proposes an improved method for detecting, locating, and quantifying damage levels in reinforced concrete beams subjected to moving loads, using displacement influence line data. The subject of this study is a reinforced concrete beam with a span of 2.2 m, based on an actual experimental setup from a previous study. The experiment was re-simulated using the finite element method, and the simulation results were compared with experimental data to validate the model’s accuracy. In this study, the degree of beam damage is defined as the length of the crack zone on the underside of the beam, which develops under varying levels of static loading. To assess the damage, displacement data for both the undamaged (reference) and damaged states of the beam were extracted from the computational model. The Root Mean Square Deviation (RMSD) was then calculated to evaluate the correlation between the displacement influence lines for the two states. The findings indicate that the proposed indicators (i.e., A, B, C, K) effectively assist in identifying the presence and location of damage. This study also improves the RMSD index by incorporating standardization, graphical plotting, damage zoning, and damage threshold determination to assess the severity of damage. The diagnostic results for the three midspan failure scenarios showed a C rating greater than 90% and a K value of ≥ 0.8, indicating very good consensus. For non-midspan damage, the C rating exceeded 91%, with similar consensus levels. In a further verification test examining the effect of data collection points on diagnostic accuracy, the RMSD-standardized method achieved A = 95.5%, B = 100%, C = 96.8%, and K = 0.922, demonstrating high reliability. All test scenarios in this study achieved an accuracy greater than 90%, with strong agreement between simulated and experimental results.
This paper proposes an improved method for detecting, locating, and quantifying damage levels in reinforced concrete beams subjected to moving loads, using displacement influence line data. The subject of this study is a reinforced concrete beam with a span of 2.2 m, based on an actual experimental setup from a previous study. The experiment was re-simulated using the finite element method, and the simulation results were compared with experimental data to validate the model’s accuracy. In this study, the degree of beam damage is defined as the length of the crack zone on the underside of the beam, which develops under varying levels of static loading. To assess the damage, displacement data for both the undamaged (reference) and damaged states of the beam were extracted from the computational model. The Root Mean Square Deviation (RMSD) was then calculated to evaluate the correlation between the displacement influence lines for the two states. The findings indicate that the proposed indicators (i.e., A, B, C, K) effectively assist in identifying the presence and location of damage. This study also improves the RMSD index by incorporating standardization, graphical plotting, damage zoning, and damage threshold determination to assess the severity of damage. The diagnostic results for the three midspan failure scenarios showed a C rating greater than 90% and a K value of ≥ 0.8, indicating very good consensus. For non-midspan damage, the C rating exceeded 91%, with similar consensus levels. In a further verification test examining the effect of data collection points on diagnostic accuracy, the RMSD-standardized method achieved A = 95.5%, B = 100%, C = 96.8%, and K = 0.922, demonstrating high reliability. All test scenarios in this study achieved an accuracy greater than 90%, with strong agreement between simulated and experimental results.
Author Ho, Duc-Duy
Tran, Manh-Hung
Ha, Tuan Minh
Dang, Ngoc-Thuy-Vy
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Keywords Structural health monitoring
Damage detection
Displacement influence line
Reinforced concrete beam
Crack
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Title Crack Detection in Reinforced Concrete Beams Using Improved Displacement Influence Line Method
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