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 …

Comprehensive topological overview of rolling stock architectures and recent trends in electric railway traction systems

D Ronanki, SA Singh… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper reviews the modern electric propulsion architectures and configurations for
railway traction, which are currently in practice. The development and advancement of …

Direct torque control of PWM inverter-fed AC motors-a survey

GS Buja, MP Kazmierkowski - IEEE Transactions on industrial …, 2004 - ieeexplore.ieee.org
This paper presents a review of recently used direct torque and flux control (DTC)
techniques for voltage inverter-fed induction and permanent-magnet synchronous motors. A …

Comparative evaluation of direct torque control strategies for permanent magnet synchronous machines

F Niu, B Wang, AS Babel, K Li… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a comprehensive evaluation of several direct torque control (DTC)
strategies for permanent magnet synchronous machines (PMSMs), namely DTC, model …

Proton exchange membrane fuel cell degradation prediction based on adaptive neuro-fuzzy inference systems

RE Silva, R Gouriveau, S Jemei, D Hissel… - International Journal of …, 2014 - Elsevier
This paper studies the prediction of the output voltage reduction caused by degradation
during nominal operating condition of a PEM fuel cell stack. It proposes a methodology …

Neural network applications in power electronics and motor drives—An introduction and perspective

BK Bose - IEEE Transactions on Industrial Electronics, 2007 - ieeexplore.ieee.org
Artificial intelligence (AI) techniques, particularly the neural networks, are recently having
significant impact on power electronics and motor drives. Neural networks have created a …

Power electronics and motor drives recent progress and perspective

BK Bose - IEEE transactions on industrial electronics, 2008 - ieeexplore.ieee.org
Power electronics technology has gone through dynamic evolution in the last four decades.
Recently, its applications are fast expanding in industrial, commercial, residential …

[HTML][HTML] Enhancement of the direct torque control by using artificial neuron network for a doubly fed induction motor

S Mahfoud, A Derouich, N El Ouanjli… - Intelligent Systems with …, 2022 - Elsevier
Abstract Direct Torque Control (DTC) is the most popular strategy used in the industrial
sector, because of its various advantages, however, the torque ripples makes it less efficient …

[图书][B] Fuzzy controller design: theory and applications

Z Kovacic, S Bogdan - 2018 - taylorfrancis.com
Fuzzy control methods are critical for meeting the demands of complex nonlinear systems.
They bestow robust, adaptive, and self-correcting character to complex systems that demand …

A new strategy-based PID controller optimized by genetic algorithm for DTC of the doubly fed induction motor

S Mahfoud, A Derouich, N El Ouanjli, M El Mahfoud… - Systems, 2021 - mdpi.com
Proportional Integral Derivative (PID) is the most popular controller used in automatic
systems, because of its robustness, ability to adapt the behaviors of the system, making them …