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用于智能轨枕垫的低成本外部信号采集装置的开发与验证:一项对比性能研究。

Development and Validation of a Low-Cost External Signal Acquisition Device for Smart Rail Pads: A Comparative Performance Study.

作者信息

Guillén Amparo, Moreno-Navarro Fernando, Sol-Sánchez Miguel, Iglesias Guillermo R

机构信息

LabIC-UGR, Laboratory of Construction Engineering, University of Granada, 18071 Granada, Spain.

NanoMag Lab, Department of Applied Physics, Faculty of Science, University of Granada, Edificio I+D Josefina Castro, Av. de Madrid, 28, 18012 Granada, Spain.

出版信息

Sensors (Basel). 2025 Mar 20;25(6):1933. doi: 10.3390/s25061933.

Abstract

The development of cost-effective and reliable railway monitoring technologies is crucial for the maintenance of modern infrastructure. Embedding sensors into rail pads has emerged as a promising approach for monitoring wheel-track interactions, but the successful implementation of these systems requires a robust framework for signal data acquisition and analysis. This study validates a custom-designed External Signal Acquisition Device (ESAD) for use with smart rail pads, comparing its performance against a high-precision commercial analog module. While the commercial module delivers exceptional accuracy, its high cost, bulky size, and complex installation requirements limit its practicality for large-scale railway applications. Laboratory-scale and full-scale experiments simulating real-world railway conditions demonstrated that the custom ESAD performs comparably to the commercial module. During simulated train passages, the ESAD showed reduced signal dispersion as load and train speed increased, confirming its ability to provide reliable calibration data. Moreover, the device maintained over 95% reliability in analyzing load-to-signal linearity, ensuring consistent and dependable performance in both laboratory and field settings. However, the ESAD does have limitations, including slightly lower resolution for low frequencies and potential sensitivity to extreme environmental conditions, which may affect its performance in specific scenarios. These findings highlight the ESAD's potential to strike a balance between cost and functionality, making it a viable solution for widespread railway monitoring applications. This research contributes to the advancement of affordable and efficient railway monitoring technologies, fostering the adoption of preventive maintenance practices and enhancing overall infrastructure performance.

摘要

开发具有成本效益且可靠的铁路监测技术对于现代基础设施的维护至关重要。将传感器嵌入轨枕已成为监测轮轨相互作用的一种有前景的方法,但这些系统的成功实施需要一个强大的信号数据采集和分析框架。本研究验证了一种定制设计的外部信号采集设备(ESAD)与智能轨枕配合使用的情况,并将其性能与高精度商业模拟模块进行了比较。虽然商业模块具有出色的精度,但其高成本、庞大的尺寸和复杂的安装要求限制了其在大规模铁路应用中的实用性。模拟实际铁路条件的实验室规模和全尺寸实验表明,定制的ESAD与商业模块的性能相当。在模拟列车通过期间,随着负载和列车速度的增加,ESAD的信号离散度降低,证实了其提供可靠校准数据的能力。此外,该设备在分析负载与信号线性度方面保持了超过95%的可靠性,确保了在实验室和现场环境中都具有一致且可靠的性能。然而,ESAD确实存在局限性,包括低频分辨率略低以及对极端环境条件的潜在敏感性,这可能会影响其在特定场景下的性能。这些发现凸显了ESAD在成本和功能之间取得平衡的潜力,使其成为广泛铁路监测应用的可行解决方案。这项研究有助于推动经济高效的铁路监测技术的发展,促进预防性维护实践的采用并提高整体基础设施性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f469/11945634/b36456906bb7/sensors-25-01933-g001.jpg

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