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Establishment of the Corner Correlation Method and Its Application in Rock Dynamic Test

  • Tunnel Engineering
  • Published:
KSCE Journal of Civil Engineering Aims and scope

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Abstract

After combining the corner extraction method with the digital image correlation method, a new algorithm called the corner correlation method (CCM) was proposed, realizing a high-precision measurement for the displacement field and strain field on the surface of the specimen. It is applicable to the model with complex damage on the calculated surface. The errors of cross-crack speckle pattern and corner pattern are compared, and it was concluded that the errors of corner pattern of transverse and longitudinal cracks are less than that of the speckle pattern. The calculation accuracy of the corner correlation method is evaluated and verified by numerical simulation, static tensile test and dynamic uniaxial compression test respectively. It was found that the calculation accuracy was the highest with the Newton iteration method. The displacement calculation accuracy is about 0.01 pixels and the resolution of the measurement system for the strain test was on the order of 10−4 under dynamic load.

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References

  • Anitescu C, Atroshchenko E, Alajlan N, Rabczuk T (2019) Artificial neural network methods for the solution of second order boundary value problems. CMC-Computers Materials & Continua 59(1): 345–359, DOI: https://doi.org/10.32604/cmc.2019.06641

    Article  Google Scholar 

  • Bruck HA, McNeil SR, Sutton MA, Peters WH (1989) Digital image correlation using Newton-Rapshon method of partial differential correction. Experimental Mechanics 29(3):261–267, DOI: https://doi.org/10.1007/bf02321405

    Article  Google Scholar 

  • Cui XN, Wang XG, Wang YJ, Chen ZY (2020) Crack propagation on concrete surface under explosive loading. Explosion and Shock Waves 40(5):1–11 (in Chinese)

    Google Scholar 

  • Gao XT, Sattar F, Venkateswarlu R (2007) Multiscale corner detection of gray level images based on log-Gabor wavelet transform. IEEE Transactions Circuits and Systems for Video Technology 17(7):868–875, DIO: 10.1109/TCSVT.2007.897473

    Article  Google Scholar 

  • Harris C, Stephens M (1988) A combined corner and edge detector. Proceedings of the 4th alvey vision conference, August 31–September 2, Manchester, UK, 147–151

  • Huang XL, Zhao Q, Qi SW, Xia KW, Grasselli G, Chen XG, Mesarovic S (2016) Numerical simulation on seismic response of the filled joint under high amplitude stress waves using finite-discrete element method (FDEM). Materials 10(1), DOI: https://doi.org/10.3390/ma10010013

  • Liu X, Yang J, Xu ZY, Guo LJ, Tang HL (2020a) Experimental investigations on crack propagation characteristics of granite rectangle plate with a crack (GRPC) under different blast loading rates. Shock and Vibration 2020(4):1–18

    Google Scholar 

  • Liu K, Zhao J, Wu G, Maksimenko A, Haque A, Zhang QB (2020b) Dynamic strength and failure modes of sandstone under biaxial compression. International Journal of Rock Mechanics and Mining Sciences 128(2020):104260, DOI: https://doi.org/10.1016/j.ijrmms.2020.104260

    Article  Google Scholar 

  • Lu H, Cary PD (2000) Deformation measurement by digital image correlation: Implementation of a second-order displacement gradient. Experimental Mechanics 40(4):393–400, DOI: https://doi.org/10.1007/BF02326485

    Article  Google Scholar 

  • Pan B (2007) Research on digital image correlation with its application in experimental mechanics. PhD Thesis, Tsinghua University, Beijing, China (in Chinese)

    Google Scholar 

  • Pan B, Xie HM (2007) Full-field strain measurement based on local least square fitting of displacement field in digital image correlation. Acta Optica Sinica 27(11):74–80 (in Chinese)

    Google Scholar 

  • Pan B, Xie HM, Dai FL (2007) Research on subpixel displacement measurement algorithm of digital image correlation. Theoretical and Applied Mechanics 39(2):245–252 (in Chinese)

    Google Scholar 

  • Qiu XX (2020) Research and application of remote sensing image corner point extraction based on edge feature detection. MSc Thesis, Henan University, Zhengzhou, China (in Chinese)

    Google Scholar 

  • Rabczuk T, Ren HL, Zhuang XY, Anitescu C (2019) A nonlocal operator method for partial differential equations with application to electromagnetic waveguide problem. Computers, Materials & Continua 4(2019):25, DOI: https://doi.org/10.32604/cmc.2019.04567

    Google Scholar 

  • Ren HL, Zhuang XY, Anitescu C, Rabczuk T (2019) An explicit phase field method for brittle dynamic fracture. Computers & Structures 217(2019):45–56, DOI: https://doi.org/10.1016/j.compstruc.2019.03.005

    Article  Google Scholar 

  • Ren HL, Zhuang XY, Rabczuk T (2020) A higher order nonlocal operator mothod for solving partial differential equations. Computer Methods in Applied Mechanics and Engineering 367(2020):113132, DOI: https://doi.org/10.1016/j.cma.2020.113132

    Article  MathSciNet  Google Scholar 

  • Rosten E, Porter R, Drummond T (2010) Faster and better: A machine learning approach to corner detection. IEEE Transactions on Software Engineering 32(1):105–119, DOI: https://doi.org/10.1109/TPAMI.2008.275

    Google Scholar 

  • Shao LT, Dong JJ, Liu YL, Sun YZ (2008) Sample deformation image measurement method based on subpixel corner detectio. Rock and Soil Mechanics 29(5):1329–1333 (in Chinese)

    Google Scholar 

  • Sikka P, Asati AR, Chandra S (2021) Real time FPGA implementation of a high speed and area optimized harris corner detection algorithm. Microprocessors and Microsystems 80(2020):103514, DOI: https://doi.org/10.1016/j.micpro.2020.103514

    Article  Google Scholar 

  • Sun C, Zhou Y, Chen J, Miao H (2015) Measurement of deformation close to contact interface using digital image correlation and image segmentation. Experimental Mechanics 55(8):1525–1536, DOI: https://doi.org/10.1007/s11340-015-0055-8

    Article  Google Scholar 

  • Xing HZ, Zhang QB, Ruan D, Dehkhoda S, Dehkhoda, Lu GX, Zhao J (2018) Full-field measurement and fracture characterizations of rocks under dynamic loads using high-speed three-dimensional digital image correlation. International Journal of Impact Engineering 113:61–72, DOI: https://doi.org/10.1016/j.ijimpeng.2017.11.011

    Article  Google Scholar 

  • Xing HZ, Zhao J, Wu G, Ruan D, Dehkhoda S, Lu GX, Zhang QB (2020) Perforation model of thin rock slab subjected to rigid projectile impact an intermediate velocity. International Journal of Impact Engineering 139:103536, DOI: https://doi.org/10.1016/j.ijimpeng.2020.103536

    Article  Google Scholar 

  • Xu Z, Yang J, Guo L (2016) Study of the splitting crack propagation morphology using high-speed 3D DIC. Explosion and Shock Waves 36(3):400–406 (in Chinese)

    Google Scholar 

  • Zhang H, Huang GY, Song HP, Kang Y (2012) Experimental investigation of deformation and failure mechanisms in rock under indentation by digital image correlation. Engineering Fracture Mechanics 96(2012): 667–675, DOI: https://doi.org/10.1016/j.engfracmech.2012.09.012

    Article  Google Scholar 

  • Zhang QB, Zhao J (2013) Determination of mechanical properties and full-field strain measurements of rock material under dynamic loads. International Journal of Rock Mechanics & Mining Sciences 60(2013):423–439, DOI: https://doi.org/10.1016/j.ijrmms.2013.01.005

    Article  Google Scholar 

  • Zhao XB, Zhao J, Cai JG, Hefny AM (2008) UDEC modelling on wave propagation across fractured rock masses. Computers and Geotechnics 35(1):97–104, DOI: https://doi.org/10.1016/j.compgeo.2007.01.001

    Article  Google Scholar 

  • Zhao Y, Jiang ZT (2017) An improved harris corner detection algorithm. Journal of Guilin University of Electronic Technology 37(5):401–405, DOI: https://doi.org/10.16725/j.cnki.cn45-1351/tn.2017.05.012 (in Chinese)

    Google Scholar 

  • Zhou P, Goodson KE (2001) Subpixel displacement and deformation gradient measurement using digital image/speckle correlation. Optical Engineering 40(8):1613–1620, DOI: https://doi.org/10.1117/1.1387992

    Article  Google Scholar 

  • Zhou ZL, Kong JN, Wang HQ, Guo YD (2021) Strain evolution and failure characteristics of caved granite under impact loading. Journal of Central South University 52(3):681–692 (in Chinese)

    Google Scholar 

  • Zhuang XY, Ren HL, Rabczuk T (2021) Nonlocal operator method for dynamic brittle fracture based on an explicit phase field model. European Journal of Mechanics — A/Solids 90(2021):104380, DOI: https://doi.org/10.1016/j.euromechsol.2021.104380

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgments

The authors acknowledge financial support provided by the National Natural Science Foundation of China no.11732009 and no.11890683, Provincial natural science research project of Universities in Anhui Province no. KJ2019JD03, Youth Project of National Natural Science Foundation of China no.51604006, General project of Natural Science Foundation of Anhui Province no.2108085ME192.

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Authors and Affiliations

  1. CAS Key Laboratory of Mechanical Behavior and Design of Materials, Department of Modern Mechanics, University of Science and Technology of China, Hefei, Anhui, 230027, China

    Xingui Zhou, Wei Li, Hong Miao, Ruyue Zhang, Jingchao Xu, Shu Wang & Xinshuai Peng

  2. Anhui Province Key Laboratory of Building Structure and Underground Engineering, Anhui Jianzhu University, Hefei, 230601, China

    Xingui Zhou & Yang Liu

Authors
  1. Xingui Zhou
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  2. Wei Li
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  3. Yang Liu
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  4. Hong Miao
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  5. Ruyue Zhang
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  6. Jingchao Xu
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  7. Shu Wang
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  8. Xinshuai Peng
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Corresponding author

Correspondence to Hong Miao.

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Zhou, X., Li, W., Liu, Y. et al. Establishment of the Corner Correlation Method and Its Application in Rock Dynamic Test. KSCE J Civ Eng 26, 4168–4177 (2022). https://doi.org/10.1007/s12205-022-0117-2

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  • DOI: https://doi.org/10.1007/s12205-022-0117-2

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