JTC online comprehensive fault diagnosis method based on angle feature and linear trend feature

Author:

Zhang Qiang,Zhu Taowei,Zhu Ming

Abstract

Aiming at the problem of incompatibility of the fault diagnosis method between JTC (Jointless Track Circuit) compensation capacitor and tuning zone, based on the amplitude envelope mathematical model of induced voltage of locomotive signal, an online comprehensive fault diagnosis algorithm for multi-compensation capacitor and tuning equipment fault was proposed. It is characterized by the angle of the tangent vector of the amplitude envelope at the compensation capacitor and the linear trend within the three compensation capacitor sections close to the transmitter when the tuning device fails, the angle feature and linear trend feature are extracted to determine the fault type. Experimental results show that the proposed algorithm can accurately detect multi-compensation capacitor faults and tuning equipment faults with high accuracy and high efficiency, especially the sudden multi-compensation capacitor faults and tuning zone unit breaking faults. The accuracy of the algorithm for JTC fault diagnosis is verified under different signal-to-noise ratio and ballast resistance fluctuation, which shows that the algorithm has strong applicability.

Publisher

JVE International Ltd.

Reference20 articles.

1. W. Dong, “Fault diagnosis for compensating capacitors of jointless track circuit based on dynamic time warping,” Mathematical Problems in Engineering, Vol. 2014, pp. 1–13, Jan. 2014, https://doi.org/10.1155/2014/324743

2. L. H. Zhao and L. Ren, “Study on influence of JTC adjacent section interference on TCR,” Journal of the China Railway Society, Vol. 35, No. 12, pp. 52–56, 2013.

3. S. P. Sun and H. B. Zhao, “The method of fault detection of compensation capacitor in jointless track circuit based on phase space reconstruction,” Journal of the China Railway Society, Vol. 34, No. 10, pp. 79–84, 2012.

4. L. H. Zhao et al., “A comprehensive fault diagnosis method for jointless track circuit based on genetic algorithm,” Journal of the China Railway Science, Vol. 31, No. 3, pp. 107–113, 2010.

5. L. H. Zhao et al., “Compensation capacitor fault detection in jointless track circuit based on Levenberg-Marquard algorithm and generalized s-transform,” Control Theory and Application, Vol. 27, No. 12, pp. 1663–1668, 2010.

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