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Data-driven fault diagnosis for traction systems in high-speed trains: A survey, challenges, and perspectives
Recently, to ensure the reliability and safety of high-speed trains, detection and diagnosis of
faults (FDD) in traction systems have become an active issue in the transportation area over …
faults (FDD) in traction systems have become an active issue in the transportation area over …
[HTML][HTML] Review of fault detection and diagnosis techniques for AC motor drives
MA Gultekin, A Bazzi - Energies, 2023 - mdpi.com
Condition monitoring in electric motor drives is essential for operation continuity. This article
provides a review of fault detection and diagnosis (FDD) methods for electric motor drives. It …
provides a review of fault detection and diagnosis (FDD) methods for electric motor drives. It …
Wavelet‐based real‐time stator fault detection of inverter‐fed induction motor
B Akhil Vinayak, K Anjali Anand… - IET Electric Power …, 2020 - Wiley Online Library
This work proposes a novel real‐time detection scheme for incipient stator inter‐turn short
circuit fault in voltage sources inverter‐fed induction machines. Both non‐sinusoidal input …
circuit fault in voltage sources inverter‐fed induction machines. Both non‐sinusoidal input …
Inter-turn fault detection of induction motors using a method based on spectrogram of motor currents
Steady-state signatures seem more reliable than incipient fault signatures for detection of
inter-turn short circuit (ITSC) fault in induction motors (IMs). An efficient detection approach is …
inter-turn short circuit (ITSC) fault in induction motors (IMs). An efficient detection approach is …
Stator winding fault detection of induction motors using fast Fourier transform on rotor slot harmonics and least square analysis of the Park's vectors
T Ghanbari, A Mehraban - IET Electric Power Applications, 2024 - Wiley Online Library
An efficient method for the detection of the stator winding faults (SWFs) of induction motors
was dealt based on Park's vector of rotor slot harmonics (RSHs). The induced harmonic …
was dealt based on Park's vector of rotor slot harmonics (RSHs). The induced harmonic …
In-service wind turbine DFIG diagnosis using current signature analysis
E Artigao, A Honrubia-Escribano… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Operation and maintenance costs of wind power plants represent a significant share of the
total expenditure of a wind farm project. It is therefore vital to optimize maintenance activities …
total expenditure of a wind farm project. It is therefore vital to optimize maintenance activities …
[HTML][HTML] The use of digital twins in finite element for the study of induction motors faults
TD Lopes, A Raizer, W Valente Júnior - Sensors, 2021 - mdpi.com
Induction motors play a key role in the industrial sector. Thus, the correct diagnosis and
classification of faults on these machines are important, even in the initial stages of …
classification of faults on these machines are important, even in the initial stages of …
[HTML][HTML] Real-time detection of incipient inter-turn short circuit and sensor faults in permanent magnet synchronous motor drives based on generalized likelihood ratio …
S Hasan Ebrahimi, M Choux, VK Huynh - Sensors, 2022 - mdpi.com
This paper presents a robust model-based technique to detect multiple faults in permanent
magnet synchronous motors (PMSMs), namely inter-turn short circuit (ITSC) and encoder …
magnet synchronous motors (PMSMs), namely inter-turn short circuit (ITSC) and encoder …
Fault detection of VFD-fed induction motor under transient conditions using harmonic wavelet transform
MA Hmida, A Braham - IEEE Transactions on Instrumentation …, 2020 - ieeexplore.ieee.org
Among a myriad of techniques in motor current analysis for fault detection in transient
regime, the discrete wavelet transform (DWT) was widely implemented in the embedded …
regime, the discrete wavelet transform (DWT) was widely implemented in the embedded …
Online Stator Interturn Fault Detection Using Hilbert Transform and Neural Network for Traction Motors of Urban Rail Vehicles
H Cao, X Zhang, M Wang, K Huo… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
In order to avoid catastrophic accidents, it is necessary to detect the stator interturn fault at
the very early stage. However, the complex operating conditions of traction motors of urban …
the very early stage. However, the complex operating conditions of traction motors of urban …