Pengembangan Model untuk Memprediksi Ballast Settlement pada Kondisi Beban Gandar dan Kecepatan Kereta Api yang Berbeda

M.D. Prawira1*, S.H.T. Utomo1, T. Rahman1

1Departemen Teknik Sipil dan Lingkungan, Universitas Gadjah Mada, Yogyakarta, INDONESIA

*Corresponding author: muhammaddanuprawira@mail.ugm.ac.id

INTISARI

Jalur kereta api dapat mengalami deformasi plastis (atau settlement) akibat dari beban dinamis kereta api. Settlement ini dapat berdampak buruk terhadap geometri jalur bila melebihi ambang batas yang dipersyaratkan. Ballast settlement dianggap memberikan berkontribusi paling besar dibanding lapisan struktur lainnya terhadap keseluruhan settlement. Besaran beban gandar dan kecepatan kereta api memiliki peranan penting terhadap ballast settlement. Untuk mengetahui perubahan geometri jalur kereta api, diperlukan pemahaman terhadap settlement yang muncul akibat faktor-faktor tersebut, salah satunya memprediksi tingkat settlement yang dapat terjadi. Oleh karena itu, makalah ini bertujuan untuk mengembangkan model empiris untuk memprediksi ballast settlement pada beban gandar dan kecepatan kereta api yang berbeda. Pengembangan model didasarkan pada data pengujian laboratorium yang telah dilakukan terdahulu. Formulasi model dilakukan dengan menganalisis best-fit curve dan best-fit equation pola pertumbuhan settlement ballast. Rumus logaritmik dipilih sebagai best-fit equation karena mampu memberikan hasil pengukuran yang paling mendekati dengan pola ballast settlement pada hasil pengujian laboratorium. Berdasarkan hasil validasi model, rumus logaritmik tersebut termasuk dalam kategori “Baik” untuk memprediksi settlement ballast berdasarkan nilai Mean Absolute Percentage Error (MAPE).

REFERENSI

Lewis, C. D. (1982). Industrial and business forecasting methods: A practical guide to exponential smoothing and curve fitting. Butterworths., London, England.

Selig, E.T., and Waters, J.M. (1994). Track Geotechnology and Substructure Management, Thomas Telford., London, England.

Sato, Y. (1995). “Japanese Studies on Deterioration of Ballasted Track.” Vehicle System Dynamics., 24(sup1), 197–208.

Dahlberg, T. (2001). “Some railroad settlement models-a critical review.” Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit., 215(4), 289-300.

Makridakis, S., Wheelwright, S. C., and Hyndman, R. J. (2008). Forecasting methods and applications. John wiley & sons., Chichester, England.

AREMA. (2012). Manual of Railway Engineering. American Railway Engineering and Maintenance of Way Association, Lanham, MD.

Indraratna, B., and Nimbalkar, S. (2013). “Stress-Strain Degradation Response of Railway Ballast Stabilized with Geosynthetics.” Journal of Geotechnical and Geoenvironmental Engineering., 139(5), 684–700.

Saussine, G., Quezada, J.C., Breul, P., and Radjai, F. (2014). “Railway Ballast Settlement: A New Predictive Model.” Proceedings of the Second International Conference on Railway Technology: Research, Development and Maintenance, Civil Comp Press, Stirlingshire, UK, 121.

Abadi, T., Le Pen, L., Zervos, A., and Powrie, W. (2016). “A Review and Evaluation of Ballast Settlement Models using Results from the Southampton Railway Testing Facility (SRTF)” In: Procedia Engineering, 143, 999–1006.

Li, D., Hyslip, J., Sussman, T., and Chrismer, S. (2016). Railway Geotechnics, CRC Press., Boca Raton.

Čebašek, T.M., Esen, A.F., Woodward, P.K., Laghrouche, O., and Connolly, D.P. (2018). “Full scale laboratory testing of ballast and concrete slab tracks under phased cyclic loading.” Transportation Geotechnics., 17, 33–40.

Navaratnarajah, S.K., Indraratna, B., and Ngo, N.T. (2018). “Influence of Under Sleeper Pads on Ballast Behavior Under Cyclic Loading: Experimental and Numerical Studies.” Journal of Geotechnical and Geoenvironmental Engineering., 144(9).

Jayasuriya, C., Indraratna, B., and Ngo, T. N. (2019). “Experimental study to examine the role of under sleeper pads for improved performance of ballast under cyclic loading.” Transportation Geotechnics., 19, 61-73.

Guo, Y., Wang, J., Markine, V., and Jing, G. (2020). “Ballast Mechanical Performance with and without Under Sleeper Pads.” KSCE Journal of Civil Engineering., 24(11), 3202–3217.

Indraratna, B., Ngo, T., Ferreira, F.B., Rujikiatkamjorn, C., and Tucho, A. (2021). “Large-scale testing facility for heavy haul track.” Transportation Geotechnics., 28.

Charoenwong, C., Connolly, D.P., Woodward, P.K., Galvín, P., and Alves-Costa, P. (2022). “Analytical forecasting of long-term railway track settlement.” Computers and Geotechnics, 143.