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Machine learning for fault diagnosis of high-speed train traction systems: A review
High-speed trains (HSTs) have the advantages of comfort, efficiency, and convenience and
have gradually become the mainstream means of transportation. As the operating scale of …
have gradually become the mainstream means of transportation. As the operating scale of …
A data-driven method for IGBT open-circuit fault diagnosis based on hybrid ensemble learning and sliding-window classification
In this article, a novel data-driven method is proposed for open-circuit fault diagnosis of
insulated gate bipolar transistor used in three-phase pulsewidth modulation converter …
insulated gate bipolar transistor used in three-phase pulsewidth modulation converter …
Open-switch fault diagnosis of three-phase PWM converter systems for magnet power supply on EAST
X Deng, C Wan, L Jiang, G Gao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The three-phase two-level pulsewidth modulation (PWM) converter operates in rectification
state or active inverter state according to the corresponding experimental requirements of …
state or active inverter state according to the corresponding experimental requirements of …
Failures causes analysis of grid-tie photovoltaic inverters based on faults signatures analysis (FCA-B-FSA)
Nowadays, most countries convert conventional electricity power plants to green power
generation to limit CO 2 emissions and mitigate global warming. Hence, renewable energy …
generation to limit CO 2 emissions and mitigate global warming. Hence, renewable energy …
Diagnosis and distinguishment of open-switch and current sensor faults in PMSM drives using improved regularized extreme learning machine
L **ao, L Zhang, Z Yan, Y Li, X Su, W Song - Mechanical Systems and …, 2022 - Elsevier
Three-phase voltage-source inverter fed permanent magnet synchronous motors drive
system is widely applied in high power drive applications. Multiple power switches faults and …
system is widely applied in high power drive applications. Multiple power switches faults and …
[HTML][HTML] Research on IGBT aging prediction method based on adaptive VMD decomposition and GRU-AT model
B Chen, D **e, R Huang, YJ Zhang, J Chi, X Guo, Q Li - Energy Reports, 2023 - Elsevier
The insulated gate bipolar transistor (IGBT) is widely used in the power electronic system,
but its aging state is difficult to predict in advance due to the complicated failure mechanism …
but its aging state is difficult to predict in advance due to the complicated failure mechanism …
Reconstructed current model predictive control of NPC three-level grid-tied converter with current sensor fault
H Li, H **ao, G Yang - IEEE Access, 2021 - ieeexplore.ieee.org
Neutral-point clamped (NPC) three-level grid-tied converter is the key power electronic
equipment connecting renewable energy and power grid. High temperature and other …
equipment connecting renewable energy and power grid. High temperature and other …
Fuzzy-logic-based active protection for photovoltaic DC power plant
K Jia, R Zhu, T Bi, Q Zhao, C Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The dc boosting and integration system has been increasingly used in photovoltaic power
plants due to its flexible control and excellent performance. The dc boosting and integration …
plants due to its flexible control and excellent performance. The dc boosting and integration …
A protection scheme for DC-side fault based on a new MMC sub-module topology
P Li, J Ma, X Zhou, M Zhang, JS Thorp - International Journal of Electrical …, 2020 - Elsevier
Concerning the defects of double-thyristor method in clearing fault on the DC side of MMC-
HVDC system, a new MMC sub-module topology is designed, and a protection scheme for …
HVDC system, a new MMC sub-module topology is designed, and a protection scheme for …
Generalized space vector modulation for current source converter in continuous and discontinuous current modes
X Guo, Y Yang, B Wang, Z Lu - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
Three-phase current source converter tends to be attractive in future industrial applications.
Therefore, the discontinuous dc-link current will occur if the current source converter …
Therefore, the discontinuous dc-link current will occur if the current source converter …