# Research on geometric parameter quantification of rail rolling contact fatigue crack damage based on 2D optical image

**Authors:** Yu Wang, Bingrong Miao, Ying Zhang, Zhong Huang

PMC · DOI: 10.1038/s41598-026-36276-w · Scientific Reports · 2026-01-19

## TL;DR

This paper introduces a system that combines 2D optical images and eddy current thermography to accurately measure rail cracks caused by fatigue.

## Contribution

A novel method using Poisson reconstruction degree for fusing 2D optical and thermographic data to quantify rail crack geometry.

## Key findings

- The proposed system effectively quantifies crack parameters like length and depth.
- The method shows robustness in slow-speed mode crack detection.
- Experiments confirm the system's effectiveness in static and dynamic conditions.

## Abstract

High-speed railway is a comprehensive carrier of high-technology. As an important infrastructure of high - speed rail tracks, rail breakage and derailment accidents caused by rail rolling contact fatigue crack damage are quite common. Considering that a single eddy current pulsed thermography cannot directly and very accurately make a quantitative estimate of the geometric parameters of Rolling Contact Fatigue (RCF), this paper proposes a rail contact fatigue crack damage identification system and method based on the fusion of 2D optical images and eddy current thermography. A mathematical - physical model of Poisson reconstruction degree for the fusion of 2D optical images and eddy current thermography is proposed to quantitatively characterize the geometric parameters of rail cracks, such as length and depth. A rail contact fatigue crack damage identification robot system based on the fusion of 2D optical images and eddy current thermography is designed and built. Experiments are carried out to compare the detection accuracy of crack geometric parameter identification in static and dynamic (different motion states) modes, as well as to study the impact on the quantification of crack geometric parameters. The experimental results show that the proposed Poisson reconstruction degree based on the fusion of 2D optical images and eddy current thermography has good robustness in quantifying crack geometric parameters in the slow - speed mode, verifying the effectiveness of the system and method.

## Full-text entities

- **Diseases:** fatigue crack damage (MESH:D003387)

## Full text

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## Figures

26 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12890921/full.md

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Source: https://tomesphere.com/paper/PMC12890921