Application of Acoustic Emission for Diagnostic Pile Penetration by Consideration of Soil Particle Breakage

Document Type : Research Paper

Authors
1 Faculty of Civil Engineering and Architecture, Shahid Chamran University of Ahvaz, Ahvaz, Iran
2 Department of Mechanical Engineering, Faculty of Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran
Abstract
The possibility of passive monitoring on penetrating structural piles through acoustic signals is presented. The purpose of this study is first to provide deeper understanding on different situations against pile penetration into the soils through insights of acoustic emission technique. During pile installation, the soil under and surrounding the piles is overstressed, causing particle slippage and breakage. Due to the particle breakage the elastic acoustic wave propagates throughout the domain. Following the validation of the numerical simulation through a comparison of the available experimental evidences, a parametric study was performed to evaluate the acoustic signals during pile penetration accompanied by particle breakage and slippage. In this contribution, an extensive numerical simulation is conducted considering the influential parameters onto the signals propagated during pile driving. The studied parameters included pile materials, soil modulus of elasticity, and different obstacles or voids under pile tip. Moreover, the role of the dynamic soil-pile-interaction was assessed using acoustic signal interpretation. The results indicate that, all influential parameters have significant effects on the observed signals. The findings of this study provide valuable information regarding the effects of different underground circumstances for designers. 
Keywords
Subjects

Publisher’s Note Shahid Chamran University of Ahvaz remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

[1] Ghafghazi, M., Shuttle, D.A., DeJong, J.T., Particle breakage and the critical state of sand, Soils and Foundations, 54(3), 2014, 451-461.
[2] Xiao, Y., Meng, M., Daouadji, A., Chen, Q., Wu, Z., Jiang, X., Effects of particle size on crushing and deformation behaviors of rockfill materials, Geoscience Frontiers, 11(2), 2020, 375-388.
[3] Sadrekarimi, A., Effect of soil particle mineralogy on embankment dams, Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, 165(3), 2012, 195-206.
[4] JARDINE, R.J., ZHU, B.T., FORAY, P., YANG, Z.X., Interpretation of stress measurements made around closed-ended displacement piles in sand, Géotechnique, 63(8), 2013, 613-627.
[5] Imre, B., Laue, J., Springman, S.M., Fractal fragmentation of rocks within sturzstroms: insight derived from physical experiments within the ETH geotechnical drum centrifuge, Granular Matter, 12(3), 2010, 267-285.
[6] Yasufuku, N., Hyde, A.F.L., Pile end-bearing capacity in crushable sands, Géotechnique, 45(4), 1995, 663-676.
[7] Simonini, P., Analysis of Behavior of Sand Surrounding Pile Tips, Journal of Geotechnical Engineering, 122(11), 1996, 897-905.
[8] Lobo-Guerrero, S., Vallejo, L., DEM analysis of crushing around driven piles in granular materials, Géotechnique, 55(8), 2005, 617-623.
[9] Zhang, C., Yang, Z.X., Nguyen, G.D., Jardine, R.J.,Einav, I., Theoretical breakage mechanics and experimental assessment of stresses surrounding piles penetrating into dense silica sand, Géotechnique Letters, 4(1), 2014, 11-16.
[10] Jin, Y.-F., Yin, Z.-Y., Wu, Z.-X., Daouadji, A., Numerical modeling of pile penetration in silica sands considering the effect of grain breakage, Finite Elements in Analysis and Design, 144, 2018, 15-29.
[11] Cuadra, J., Vanniamparambil, P.A., Hazeli, K., Bartoli, I., Kontsos, A., Damage quantification in polymer composites using a hybrid NDT approach, Composites Science and Technology, 83, 2013, 11-21.
[12] Kundu, T., Das, S., Jata, K.V., Point of impact prediction in isotropic and anisotropic plates from the acoustic emission data, The Journal of the Acoustical Society of America, 122(4), 2007, 2057-2066.
[13] Vanniamparambil, P.A., Bolhassani, M., Carmi, R., Khan, F., Bartoli, I., Moon, F.L., Hamid, A., Kontsos, A., A data fusion approach for progressive damage quantification in reinforced concrete masonry walls, Smart Materials and Structures, 23(1), 2014, 015007.
[14] Niccolini, G., Durin, G., Lacidogna, G., Manuello, A., Carpinteri, A., AE monitoring of the Syracuse Athena Temple: Scale invariance in the timing of ruptures, Experimental Mechanics on Emerging Energy Systems and Materials, Volume 5: Proceedings of the 2010 Annual Conference on Experimental and Applied Mechanics, Springer, 2011.
[15] Manuello, A., Marmo, F., Melchiorre, J., Investigating and monitoring central nave vaults of the Turin Cathedral with Acoustic Emissions and Thrust Network Analysis, Developments in the Built Environment, 18, 2024, 100434.
[16] Niu, Y., Hu, Y.-J., Wang, J.-G., Cracking characteristics and damage assessment of filled rocks using acoustic emission technology, International Journal of Geomechanics, 23(4), 2023, 04023013.
[17] Ma, G., Xie, Y., Long, G., Tang, Z., Tang, C., Wang, H., Wei, Y., Li, J., Experimental study on acoustic emission and surface morphology characteristics of concrete under different fracture modes, Theoretical and Applied Fracture Mechanics, 123, 2023, 103702.
[18] Verstrynge, E., Van Steen, C., Vandecruys, E., Wevers, M., Steel corrosion damage monitoring in reinforced concrete structures with the acoustic emission technique: A review, Construction and Building Materials, 349, 2022, 128732.
[19] Sause, M., Horn, S., Simulation of Lamb Wave Excitation for Different Elastic Properties and Acoustic Emission Source Geometries, Journal of Acoustic Emission, 28, 2010, 109-121.
[20] Xu, J., Wang, W., Han, Q., Liu, X., Damage pattern recognition and damage evolution analysis of unidirectional CFRP tendons under tensile loading using acoustic emission technology, Composite Structures, 238, 2020, 111948.
[21] Gunerkar, R., Jalan, A., Classification of ball bearing faults using vibro-acoustic sensor data fusion, Experimental Techniques, 43, 2019, 635-643.
[22] Mao, W., Towhata, I., Monitoring of single-particle fragmentation process under static loading using acoustic emission, Applied Acoustics, 94, 2015, 39-45.
[23] Mao, W., Aoyama, S., Towhata, I., A study on particle breakage behavior during pile penetration process using acoustic emission source location, Geoscience Frontiers, 11(2), 2020, 413-427.
[24] Capelli, A., Kapil, J.C., Reiweger, I., Or, D., Schweizer, J., Speed and attenuation of acoustic waves in snow: Laboratory experiments and modeling with Biot's theory, Cold Regions Science and Technology, 125, 2016, 1-11.
[25] Qi, G., Attenuation of acoustic emission body waves in acrylic bone cement and synthetic bone using wavelet time‐scale analysis, Journal of Biomedical Materials Research, 52(1), 2000, 148-156.
[26] Hesser, D.F., Mostafavi, S., Kocur, G.K., Markert, B., Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning, Neurocomputing, 453, 2021, 1-12.
[27] Melchiorre, J., D'Amato, L., Agostini, F., Rizzo, A.M., Acoustic emission onset time detection for structural monitoring with U-Net neural network architecture, Developments in the Built Environment, 18, 2024, 100449.
[28] Yang, G., Yan, Y., Wang, H., Shen, X., Improved robust TOA-based source localization with individual constraint of sensor location uncertainty, Signal Processing, 196, 2022, 108504.
[29] Carpinteri, A., Xu, J., Lacidogna, G., Manuello, A., Reliable onset time determination and source location of acoustic emissions in concrete structures, Cement and Concrete Composites, 34(4), 2012, 529-537.
[30] Sedlak, P., Hirose, Y., Enoki, M., Acoustic emission localization in thin multi-layer plates using first-arrival determination, Mechanical Systems and Signal Processing, 36(2), 2013, 636-649.
[31] Melchiorre, J., Manuello Bertetto, A., Rosso, M.M., Marano, G.C., Acoustic emission and artificial intelligence procedure for crack source localization, Sensors, 23(2), 2023, 693.
[32] Kocur, G.K., Kumar, B., Markert, B., TDOA-based localization of cracking sound events with minimal-error microphone subsets, NDT & E International, 147, 2024, 103211.
[33] Jiao, J., Zhang, J., Ren, Y., Li, G., Wu, B., He, C., Sparse representation of acoustic emission signals and its application in pipeline leak location, Measurement, 216, 2023, 112899.
[34] Chen, L., Liu, Y., Kong, F., He, N., Acoustic Source Localization Based on Generalized Cross-correlation Time-delay Estimation, Procedia Engineering, 15, 2011, 4912-4919.
[35] Rinehart, A.J., McKenna, S.A., Dewers, T.A., Using wavelet covariance models for simultaneous picking of overlapping P‐and S‐wave arrival times in noisy single‐component data, Seismological Research Letters, 87(4), 2016, 893-900.
[36] Smith, J., Abel, J., Closed-form least-squares source location estimation from range-difference measurements, IEEE Transactions on Acoustics, Speech, and Signal Processing, 35(12), 1987, 1661-1669.
[37] Schau, H., Robinson, A., Passive source localization employing intersecting spherical surfaces from time-of-arrival differences, IEEE Transactions on Acoustics, Speech, and Signal Processing, 35(8), 1987, 1223-1225.
[38] Wu, C., Deng, H., Yan, S., Sun, X., Ji, Y., Xiao, J., Indoor Acoustic Localization by Using Chan Algorithm, 2021 4th International Conference on Information Communication and Signal Processing (ICICSP), Shanghai, China, 2021.
[39] Kovavisaruch, L., Ho, K.C., Modified Taylor-series method for source and receiver localization using TDOA measurements with erroneous receiver positions, 2005 IEEE International Symposium on Circuits and Systems (ISCAS), Kobe, Japan, 2005.
[40] Friedlander, B., A passive localization algorithm and its accuracy analysis, IEEE Journal of Oceanic Engineering, 12(1), 1987, 234-245.
[41] Yoon, D.-J., Weiss, W.J., Shah, S.P., Assessing damage in corroded reinforced concrete using acoustic emission, Journal of Engineering Mechanics, 126(3), 2000, 273-283.
[42] John, R., Shah, S.P., Mixed-mode fracture of concrete subjected to impact loading, Journal of Structural Engineering, 116(3), 1990, 585-602.
[43] Yazid, A., Abdelkader, N., Abdelmadjid, H., A state-of-the-art review of the X-FEM for computational fracture mechanics, Applied Mathematical Modelling, 33(12), 2009, 4269-4282.
[44] Feng, J., Qin, Y., Liskiewicz, T.W., Beake, B.D., Wang, S., Crack propagation of a thin hard coating under cyclic loading: Irreversible cohesive zone model, Surface and Coatings Technology, 426, 2021, 127776.
[45] Beliaev, M., Semenov, A., Semenov, S., Benin, A., Simulation of Pulling the Reinforcing Bar from Concrete Block with Account of Friction and Concrete Damage, MATEC Web of Conferences, Petersburg, Russia, 2016.
[46] Mao, W., Yang, Y., Lin, W., Aoyama, S., Towhata, I., High Frequency Acoustic Emissions Observed during Model Pile Penetration in Sand and Implications for Particle Breakage Behavior, International Journal of Geomechanics, 18(11), 2018, 04018143.
[47] Yanai, M., Ichikawa, N., Muto, N., Ishiyama, K., Uniaxial Compression Test with Varying Silica Sand Content, Particle size and Temperature, GEOMATE Journal, 19(74), 2020, 210-215.
[48] Yu, F.-W., Su, L.-J., Particle breakage and the mobilized drained shear strengths of sand, Journal of Mountain Science, 13(8), 2016, 1481-1488.
[49] Suescun-Florez, E., Kashuk, S., Iskander, M., Bless, S., Predicting the uniaxial compressive response of granular media over a wide range of strain rates using the strain energy density concept, Journal of Dynamic Behavior of Materials, 1(3), 2015, 330-346.
[50] Cuadra, J., Vanniamparambil, P., Servansky, D., Bartoli, I., Kontsos, A., Acoustic emission source modeling using a data-driven approach, Journal of Sound and Vibration, 341, 2015, 222-236.
[51] Zhao, Y., Lv, H., Li, J., Zhu, L., High performance and resource efficient FFT processor based on CORDIC algorithm, EURASIP Journal on Advances in Signal Processing, 2022(1), 2022, 23.