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Article

A Novel Measurement-Based Computational Method for Real-Time Distribution of Lateral Wheel–Rail Contact Forces

1
Vocational School, Istanbul Beykent University, Istanbul 34398, Turkey
2
Faculty of Mechanical Engineering, Yildiz Technical University, , Istanbul 34349, Turkey
*
Author to whom correspondence should be addressed.
Machines 2025, 13(12), 1105; https://doi.org/10.3390/machines13121105 (registering DOI)
Submission received: 7 November 2025 / Revised: 23 November 2025 / Accepted: 27 November 2025 / Published: 28 November 2025
(This article belongs to the Special Issue Research and Application of Rail Vehicle Technology)

Abstract

This study has developed a novel measurement-based computational method that accurately determines the vertical and lateral wheel–rail contact forces transmitted from railway vehicles to the rails. A major contribution—and the first in the literature—is the analytical distribution of the total lateral wheelset force into its outer-wheel and inner-wheel components, thereby enabling precise individual evaluation of derailment risk on each wheel in curved tracks. Analytical equations derived from Newton’s second law were first formulated to express both vertical forces and total axle lateral force directly from bogie/axle-box accelerations and suspension reactions. To eliminate the deviations caused by conventional simplifying assumptions (neglect of creep effects, wheel diameter variation, and constant contact geometry), surrogate functions and distribution equations sensitive to curve radius, vehicle speed, and cant deficiency were introduced for the first time and seamlessly integrated into the equations. Validation was performed using the Istanbul Tramway multibody model in SIMPACK 2024x.2, with the equations implemented in MATLAB/Simulink R2024b. Excellent agreement with SIMPACK reference results was achieved on straight tracks and curves, after regression-based calibration of the surrogate functions. Although the method requires an initial regression calibration within a simulation environment, it relies exclusively on measurable parameters, ensuring low cost, full compatibility with existing vehicle sensors, and genuine suitability for real-time monitoring. Consequently, it supports predictive maintenance and proactive safety management while overcoming the practical limitations of instrumented wheelsets and offering a robust, fleet-scalable alternative for the railway industry.
Keywords: railway; contact force; wheel–rail contact; safety; dynamic simulation; real-time monitoring; computational method; instrumented wheelset; SIMPACK; surrogate function railway; contact force; wheel–rail contact; safety; dynamic simulation; real-time monitoring; computational method; instrumented wheelset; SIMPACK; surrogate function

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MDPI and ACS Style

Bulduk, N.; Metin, M. A Novel Measurement-Based Computational Method for Real-Time Distribution of Lateral Wheel–Rail Contact Forces. Machines 2025, 13, 1105. https://doi.org/10.3390/machines13121105

AMA Style

Bulduk N, Metin M. A Novel Measurement-Based Computational Method for Real-Time Distribution of Lateral Wheel–Rail Contact Forces. Machines. 2025; 13(12):1105. https://doi.org/10.3390/machines13121105

Chicago/Turabian Style

Bulduk, Nihat, and Muzaffer Metin. 2025. "A Novel Measurement-Based Computational Method for Real-Time Distribution of Lateral Wheel–Rail Contact Forces" Machines 13, no. 12: 1105. https://doi.org/10.3390/machines13121105

APA Style

Bulduk, N., & Metin, M. (2025). A Novel Measurement-Based Computational Method for Real-Time Distribution of Lateral Wheel–Rail Contact Forces. Machines, 13(12), 1105. https://doi.org/10.3390/machines13121105

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