A Novel Cross-Pile Calibration Approach for Deriving Local Skin Friction Correlations of Bored Piles

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Volume: 16 | Issue: 2 | Pages: 33166-33170 | April 2026 | https://doi.org/10.48084/etasr.16979

Abstract

The design of bored piles in Jakarta is often conservative due to reliance on general empirical methods that fail to capture the high shaft friction characteristic of prevalent cemented soils in the area. This study introduces a Cross-Pile Calibration (CPC) strategy that develops site-specific correlations between Standard Penetration Test (SPT) N-values and maximum skin friction. This method uses a combination of load test data from multiple projects and fully mobilized piles to calibrate predictions for those with partial mobilization data in similar soil strata. The study proposes new linear correlations for key soil groups, including skin friction equal to 3.33 times the N-value for cemented sand, capped at 300 kPa, and skin friction equal to 4.0 times the N-value for clay-silt, capped at 160 kPa. Validation against 27 independent piles shows that, on average, applying the CPC-derived correlations within a rational framework yields shaft capacity projections that are 29% higher than those predicted by the classical Reese and Wright method, quantifying a significant reduction in design conservatism. This work provides a practical, data-driven framework for optimizing bored pile design in Jakarta's complex geology.

Keywords:

skin friction, Standard Penetration Test (SPT) correlation, Cross-Pile Calibration (CPC), cemented soil, instrumented pile

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References

R. M. Delinom et al., "The contribution of human activities to subsurface environment degradation in Greater Jakarta Area, Indonesia," Science of The Total Environment, vol. 407, no. 9, pp. 3129–3141, Apr. 2009. DOI: https://doi.org/10.1016/j.scitotenv.2008.10.003

Geologic Map of Jakarta and Kepulauan Seribu Quadrangles, Jawa. Bandung, Indonesia: Geological Research and Development Centre, 1992.

A. Pradita, "Analisis metode perhitungan dan nilai keandalan kapasitas daya dukung fondasi tiang bor berdasarkan data static loading test," M.S. thesis, Bandung Institute of Technology, Bandung, Indonesia, 2004.

A. Benali, A. Nechnech, B. Boukhatem, M. N. Hussein, and M. Karry, "Neural networks and principle component analysis approaches to predict pile capacity in sand," MATEC Web of Conferences, vol. 149, 2018, Art. no. 02025. DOI: https://doi.org/10.1051/matecconf/201814902025

Y. F. Gomes, F. A. N. Verri, and D. B. Ribeiro, "Use of machine learning techniques for predicting the bearing capacity of piles," Soils and Rocks, vol. 44, no. 4, 2021, Art. no. e2021074921. DOI: https://doi.org/10.28927/SR.2021.074921

A. G. D. Warrouw, "Pemodelan hubungan beban aksial tekan dan penurunan tiang bor menggunakan long short-term memory," M.S. thesis, Bandung Institute of Technology, Bandung, Indonesia, 2023.

O. Zi Xun and R. A. Abdullah, "Predicting geotechnical axial capacity of reinforced concrete driven pile using machine learning technique," Malaysian Journal of Civil Engineering, vol. 35, no. 3, pp. 11–23, 2023. DOI: https://doi.org/10.11113/mjce.v35.20544

M. E. Al-Atroush, A. M. Hefny, and T. M. Sorour, "A parametric numerical study for diagnosing the failure of large diameter bored piles using supervised machine learning approach," Processes, vol. 9, no. 8, 2021, Art. no. 1411. DOI: https://doi.org/10.3390/pr9081411

L. C. Reese and S. J. Wright, Drilled Shaft Manual—Volume I: Construction Procedures and Design for Axial Loading, 1977.

L. N. Roniar, C. Hartanto, M. Irsyam, Y. I. Basarah, and T. B. Sihite, "Evaluation of empirical formulas to estimate axial capacity of bored pile in West Java, Indonesia," Indonesian Geotechnical Journal, vol. 2, no. 3, pp. 73–84, 2023. DOI: https://doi.org/10.56144/igj.v2i3.62

T. L. Gouw, "Interpretasi kuat geser tanah lempung teguh Jakarta dari data pressuremeter," Ph.D. dissertation, Parahyangan Catholic University, Bandung, Indonesia, 2017.

M. Wahyuni, "Studi perilaku interface beton dan tanah pasir tersementasi serta pengaruhnya terhadap transfer beban pada pondasi tiang bor," M.S. thesis, Parahyangan Catholic University, Bandung, Indonesia, 2010.

D. F. Saputri, T. Harianto, and Fakhruddin, "An Analysis of the Influence of the Diameter-to-Depth Ratio on the Bearing Capacity of Single and Group Bored Piles in Cohesive Soil," Engineering, Technology & Applied Science Research, vol. 15, no. 6, pp. 29680–29684, Dec. 2025. DOI: https://doi.org/10.48084/etasr.13857

"Concrete Embedment (VW)," GEOKON, 2016. https://www.geokon.com/4200-Series.

A. Kawanda, A. Zhussupbekov, A. Iskandar, and G. F. Kuswanda, "Application of bored pile instrumentation for better understanding on its load-transfer behaviour under compression load," Construction Science and Education, vol. 15, no. 1, pp. 174–179, 2025.

A. S. Abdi, Y. Firmana, and A. Kawanda, ‘Geotechnical and Geological Engineering Finite element analysis of large diameter bored piles under bi-directional load test in soft clays : a case study of Sei Alalak bridge , Indonesia.

H. M. Coyle and L. C. Reese, "Load Transfer for Axially Loaded Piles in Clay," Journal of the Soil Mechanics and Foundations Division, vol. 92, no. 2, pp. 1–26, Mar. 1966. DOI: https://doi.org/10.1061/JSFEAQ.0000850

İ. Vural, H. Kabaca, and S. Poyraz, “A novel approach proposal for estimation of ultimate pile bearing capacity based on pile loading test data," Applied Sciences, vol. 13, no. 13, 2023, Art. no. 7993. DOI: https://doi.org/10.3390/app13137993

D1143/D1143M-20 Standard Test Methods for Deep Foundation Elements Under Static Axial Compressive Load. West Conshohocken, PA, USA: ASTM International, 2020.

. M. Shoaib and M. Y. Abu-Farsakh, "Developing Tree-Based Machine Learning Models for Estimating the Pile Setup Parameter for Clay Soils," Transportation Research Record, vol. 2679, no. 1, pp. 656–669, Jan. 2025. DOI: https://doi.org/10.1177/03611981241236180

S. L. Carvalho, M. M. Sales, and A. L. B. Cavalcante, "Systematic literature review and mapping of the prediction of pile capacities," Soils and Rocks, vol. 46, no. 3, pp. 1–12, 2023. DOI: https://doi.org/10.28927/SR.2023.011922

K. Karlsrud, "Ultimate Shaft Friction and Load-Displacement Response of Axially Loaded Piles in Clay Based on Instrumented Pile Tests," Journal of Geotechnical and Geoenvironmental Engineering, vol. 140, no. 12, Dec. 2014, Art. no. 04014074. DOI: https://doi.org/10.1061/(ASCE)GT.1943-5606.0001170

A. A. A. M. Beddelee, H. Mohamad, B. P. Tee, and M. Y. M. Nasir, "Instrumented pile load test: Analysing measurement anomaly at the pile head," IOP Conference Series: Earth and Environmental Science, vol. 1347, no. 1, 2024, Art. no. 012086. DOI: https://doi.org/10.1088/1755-1315/1347/1/012086

B. M. Lehane, J. A. Schneider, J. K. Lim, and G. Mortara, "Shaft friction from instrumented displacement piles in an uncemented calcareous sand," Journal of Geotechnical and Geoenvironmental Engineering, vol. 138, no. 11, pp. 1357–1368, 2012. DOI: https://doi.org/10.1061/(ASCE)GT.1943-5606.0000712

P. Doherty and K. Gavin, "Shaft capacity of open-ended piles in clay," Journal of Geotechnical and Geoenvironmental Engineering, vol. 137, no. 11, pp. 1090–1102, 2011. DOI: https://doi.org/10.1061/(ASCE)GT.1943-5606.0000528

J. A. Gil-Hernandez, G. A. Gonzalez-Peña, M. L. Olarte-Peña, and D. G. Zapata-Medina, "Variation of stiffness at the tip of piles subjected to load-unload cycles: Numerical modeling," Indian Geotechnical Journal, vol. 54, no. 4, pp. 1453–1462, 2024. DOI: https://doi.org/10.1007/s40098-023-00821-5

L. C. Reese and M. W. O’Neill, "Field load tests of drilled shafts," in International Geotechnical Seminar on Deep Foundations on Bored and Auger Piles (BAP I), 1998.

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How to Cite

[1]
A. Iskandar, A. P. Irawan, and A. Kawanda, “A Novel Cross-Pile Calibration Approach for Deriving Local Skin Friction Correlations of Bored Piles”, Eng. Technol. Appl. Sci. Res., vol. 16, no. 2, pp. 33166–33170, Apr. 2026.

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