Sep 6, 2018 · In this paper, a Kullback–Leibler divergence (KLD) and independent component analysis (ICA)-based method is proposed to perform incipient fault detection (FD) ...

On the experimental platform of the traction system for China Railway High-speed 2-type (CRH2) trains, three typical incipient faults are successfully injected, ...

Real-time incipient fault detection for electrical traction systems of CRH2 ... diagnosis of incipient faults with application to electrical traction systems.

Download 30 pages fulltext PDF article from 2018 journal: Real-time incipient fault detection for electrical traction systems of CRH2.

Real-time incipient fault detection for electrical traction systems of CRH2 · Hongtian ChenB. JiangN. LuWen Chen. Engineering. Neurocomputing. 1 September 2018.

A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains; Real-time incipient fault detection for electrical traction systems of CRH2; A ...

Jun 9, 2024 · This paper proposes a fault detection method developed by a Generalized Autoencoder (GAE) for systems with performance degradation.

Chen, “Real-time incipient fault detection for electrical traction systems of CRH2,” Neurocomputing, vol. 306, no. 1, pp. 119–129, Sep.2018. [29]C. Cheng, X ...

Due to the obscure early stage symptoms, incipient faults are difficult to detect. This article develops a stacked generalization (stacking)-based incipient ...

Apr 11, 2023 · This paper summarizes the research progress and theoretical results of the fault detection, fault isolation, and fault diagnosis methods of the key systems of ...