An overview of artificial intelligence applications for power electronics

S Zhao, F Blaabjerg, H Wang - IEEE Transactions on Power …, 2020 - ieeexplore.ieee.org
This article gives an overview of the artificial intelligence (AI) applications for power
electronic systems. The three distinctive life-cycle phases, design, control, and maintenance …

Optimization and cutting‐edge design of fuel‐cell hybrid electric vehicles

Y Luo, Y Wu, B Li, J Qu, SP Feng… - International Journal of …, 2021 - Wiley Online Library
The transportation sector consumes a large amount of fossil fuels consequently
exacerbating the global environmental and energy crisis. Fuel‐cell hybrid electric vehicles …

Health-conscious energy management strategy for battery/fuel cell electric vehicles considering power sources dynamics

A Oubelaid, N Khosravi, Y Belkhier, N Taib… - Journal of Energy …, 2023 - Elsevier
This paper presents a new multi-stage power management strategy aimed at enhancing the
security and performance of hybrid electric vehicles (HEVs). The proposed strategy is …

Smart inverters for microgrid applications: A review

B Arbab-Zavar, EJ Palacios-Garcia, JC Vasquez… - Energies, 2019 - mdpi.com
In a microgrid, with several distributed generators (DGs), energy storage units and loads,
one of the most important considerations is the control of power converters. These …

Secure power management strategy for direct torque controlled fuel cell/supercapacitor electric vehicles

A Oubelaid, N Taib, T Rekioua, M Bajaj… - Frontiers in Energy …, 2022 - frontiersin.org
High reliability is recommended in hybrid electric vehicle applications. In this study, a secure
power management strategy has been developed for a fuel cell—supercapacitor hybrid …

State-of-the-art technologies in fault diagnosis of electric vehicles: A component-based review

A Choudhary, S Fatima… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Electric vehicle (EV) is crucial for future transportation which will improve fuel economy and
contributes toward the reduction of emissions. EVs are becoming an increasingly integrated …

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 …

artificial intelligence control system applied in smart grid integrated doubly fed induction generator-based wind turbine: A review

RK Behara, AK Saha - Energies, 2022 - mdpi.com
Wind-driven turbines utilizing the doubly-fed induction generators aligned with the
progressed IEC 61400 series standards have engrossed specific consideration as of their …

Towards Physics-Informed Machine Learning-Based Predictive Maintenance for Power Converters–A Review

Y Fassi, V Heiries, J Boutet… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Predictive maintenance for power electronic converters has emerged as a critical area of
research and development. With the rapid advancements in deep-learning techniques, new …

Feature engineering and artificial intelligence-supported approaches used for electric powertrain fault diagnosis: A review

X Zhang, Y Hu, J Deng, H Xu, H Wen - IEEE Access, 2022 - ieeexplore.ieee.org
Electric powertrain is constituted by electric machine transmission unit, inverter and battery
packs, etc., is a highly-integrated system. Its reliability and safety are not only related to …