Application of Fractal Theory to the Analysis of Failure Characteristics of Low-Velocity-Impact Concrete Slabs
Abstract
:1. Introduction
2. Experiment
2.1. Experimental Design
2.2. Experiment Results
3. Fractal Calculation of Cracks in Concrete Slabs
3.1. Box Dimension Definition
3.2. The Principle of Box Dimension Calculation
- (1)
- Import the image into Matlab calculation software, and if the image size is not 2 n × 2 n pixels, binate it to generate a binary matrix of the image (the matrix elements are only 0 or 1);
- (2)
- Start from 20 × 20 minimum boxes and scan all submatrices to get the total number of boxes needed;
- (3)
- Change the box size to get the total number of boxes under different sizes until the box size is equal to the image size;
- (4)
- Take the logarithm of the obtained box size and the total number of boxes and draw the fitted curve. The slope of the fitted curve is the fractal dimension value of the image.
3.3. Box Dimension Calculation
4. Energy Calculation of Concrete Slabs
Elastic Deformation Energy of Concrete Slabs
- (1)
- The points on the mid-surface of the plate do not produce displacements parallel to the mid-surface;
- (2)
- The normal perpendicular to the mid-surface is still a straight line after deformation and perpendicular to the mid-surface after deformation.
5. Fractal Analysis of Concrete Slabs
5.1. Fractal Analysis of Failure Characteristics
5.2. Fractal Analysis of Impact Energy
5.3. Fractal Analysis of Plastic Deformation Energy
6. Conclusions
- (1)
- The fractal dimension of low-velocity-impact concrete slabs’ cracks was calculated using digital image analysis technology and MATLAB calculation function. This revealed that the cracks in concrete structural members exhibit good fractal characteristics under impact.
- (2)
- During low-velocity impact, the fractal dimension, D, of cracks on the surface of concrete slabs can be utilized to characterize the degree of failure of those slabs. A higher fractal dimension of the crack in the concrete slab indicates a more severe degree of damage.
- (3)
- Impact energy of the concrete slab increased together with the drop weight release height. The corresponding fractal dimension values additionally demonstrated an upward trend, indicating a positive correlation between the two.
- (4)
- By means of theoretical calculation and MATLAB calculation software, we designed a plastic deformation energy calculation program for concrete slab under low-velocity impact. Combined with the numerical fractal dimension analysis of cracks, it was discovered that the two exhibit a good exponential function relationship; this could provide promising research opportunities for revealing the failure mechanism of concrete slabs under low-velocity impact.
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Specimen number | h4-05-1 | h4-05-2 | h4-1-1 | h4-1-2 | h4-1-3 | h8-05-1 | h8-05-2 | h8-1-1 | h8-1-2 | h8-1-3 | h8-2-1 | h8-2-2 | h8-3-1 | h8-3-2 |
Strength Mpa | 17.6 | 10.1 | 10.3 | 7.6 | 22.3 | 27.4 | 33.1 | 23.9 | 30.1 | 23.6 | 31.8 | 25.8 | 20.6 | 31.2 |
Velocity m/s | 3.16 | 3.16 | 4.47 | 4.47 | 4.47 | 3.16 | 3.16 | 4.47 | 4.47 | 4.47 | 6.32 | 6.32 | 7.74 | 7.74 |
Peak impact force kN | 40.1 | 33.62 | 33.82 | 32.58 | 37.71 | 47.67 | 43.98 | 55.72 | 64.46 | 62.12 | 83.91 | 80.17 | 122.44 | 115 |
Specimen Number | WE/J | Specimen Number | WE/J | Specimen Number | WE/J | Specimen Number | WE/J | Specimen Number | WE/J | Specimen Number | WE/J |
---|---|---|---|---|---|---|---|---|---|---|---|
h4-05-1 | 3.391 | h4-1-1 | 2.577 | h8-05-1 | 0.943 | h8-1-1 | 1.414 | h8-2-1 | 2.724 | h8-3-1 | 6.827 |
h4-05-2 | 2.991 | h4-1-2 | 2.810 | h8-05-2 | 0.748 | h8-1-2 | 1.608 | h8-2-2 | 2.667 | h8-3-2 | 5.117 |
h4-1-3 | 3.028 | h8-1-3 | 1.757 |
Specimen Number | Fractal Dimension | Maximum Error/% | Specimen Number | Fractal Dimension | Maximum Error/% |
---|---|---|---|---|---|
h4-05-1 | 1.56 | 2% | h8-1-1 | 1.26 | 2.8% |
h4-05-2 | 1.52 | 2.8% | h8-1-2 | 1.3 | 4.2% |
h4-1-1 | 1.25 | 2.2% | h8-1-3 | 1.17 | 9.7% |
h4-1-2 | 1.56 | 1.1% | h8-2-1 | 1.26 | 4% |
h4-1-3 | 1.51 | 1.7% | h8-2-2 | 1.18 | 5.6% |
h8-05-1 | 1.01 | 15% | h8-3-1 | 1.47 | 2.3% |
h8-05-2 | 0 | - | h8-3-2 | 1.37 | 3.5% |
Drop Hammer Release Height/m | Impact Energy/J | Fractal Dimension | Max. Error/% |
---|---|---|---|
0.5 | 198.89 | 1.01 | 15 |
1.0 | 397.79 | 1.3 | 4.2 |
2.0 | 795.91 | 1.26 | 4 |
3.0 | 1193.38 | 1.37 | 3.5 |
Specimen Number | WT (J) | WE (J) | WF (J) | D |
---|---|---|---|---|
h8-05-1 | 198.897 | 0.748 | 198.149 | 1.01 |
h8-1-2 | 397.795 | 1.414 | 396.381 | 1.3 |
h8-2-1 | 795.591 | 2.667 | 792.924 | 1.26 |
h8-3-2 | 1193.387 | 5.117 | 1188.27 | 1.37 |
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Gu, S.; Zhao, J.; Li, J.; Peng, F.; Kong, C.; Yang, L. Application of Fractal Theory to the Analysis of Failure Characteristics of Low-Velocity-Impact Concrete Slabs. Buildings 2023, 13, 2190. https://doi.org/10.3390/buildings13092190
Gu S, Zhao J, Li J, Peng F, Kong C, Yang L. Application of Fractal Theory to the Analysis of Failure Characteristics of Low-Velocity-Impact Concrete Slabs. Buildings. 2023; 13(9):2190. https://doi.org/10.3390/buildings13092190
Chicago/Turabian StyleGu, Song, Jiachen Zhao, Jinxing Li, Feng Peng, Chao Kong, and Liqiong Yang. 2023. "Application of Fractal Theory to the Analysis of Failure Characteristics of Low-Velocity-Impact Concrete Slabs" Buildings 13, no. 9: 2190. https://doi.org/10.3390/buildings13092190
APA StyleGu, S., Zhao, J., Li, J., Peng, F., Kong, C., & Yang, L. (2023). Application of Fractal Theory to the Analysis of Failure Characteristics of Low-Velocity-Impact Concrete Slabs. Buildings, 13(9), 2190. https://doi.org/10.3390/buildings13092190