The role of power device technology in the electric vehicle powertrain

E Robles, A Matallana, I Aretxabaleta… - … Journal of Energy …, 2022 - Wiley Online Library
In the automotive industry, the design and implementation of power converters and
especially inverters, are at a turning point. Silicon (Si) IGBTs are at present the most widely …

Remaining useful life prediction with spatio-temporal graph transform and weakly supervised adversarial network: An application in power components

S Deng, Z Chen, H Lan, K Yue, Z Huang, W Li - Energy, 2024 - Elsevier
Remaining useful life (RUL) prediction is crucial in improving the reliability of insulated gate
bipolar transistors (IGBTs) and has attracted widespread attention all over the world. Owing …

Lifetime prediction of electronic devices based on the P-stacking machine learning model

F Wang, Y Yang, T Huang, Y Xu - Microelectronics Reliability, 2023 - Elsevier
Nowadays the data-driven artificial intelligence (AI) and machine learning (ML) provide
novel approaches for the effective lifetime prediction of the electronic devices with …

Novel Prognostics for IGBTs Using Wire-Bond Contact Degradation Model Considering On-Chip Temperature Distribution

X Wu, X Yang, J Ye, G Liu - IEEE Transactions on Power …, 2024 - ieeexplore.ieee.org
Remaining useful lifetime (RUL) prediction for lift-off of bond wires in IGBT modules is
essential to avoid strenuous periodic maintenance and electrical accidents of IGBT-based …

A model-based approach for prognostics of power semiconductor modules

A Vulli, G Schlottig, M Orkisz, M Firla… - 2023 25th European …, 2023 - ieeexplore.ieee.org
We developed a model-based approach for prognostics of power semiconductor modules,
including novel physics-inspired damage progression models for chip and system solder …

Hybrid modeling for remaining useful life prediction in power module prognosis

M Ghrabli, M Bouarroudj - 2024 25th International …, 2024 - ieeexplore.ieee.org
The ever-growing use of power electronic modules, caused by the shift towards sustainable
technologies, raises the issue of remaining useful life (RUL) estimation. Purely physics …

A Modeling Method for Behavior Model of Aging IGBT

T Peng, J Liao, HW Tao - 2021 33rd Chinese Control and …, 2021 - ieeexplore.ieee.org
The numerous advantages of Insulated Gate Bipolar Transistor (IGBT) power modules and
the development for higher voltage and current ratings make them attractive for traction …

[引用][C] The role of power device technology in the electric vehicle powertrain