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 …

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 …

An extended-speed low-ripple torque control of switched reluctance motor drives

J Ye, B Bilgin, A Emadi - IEEE Transactions on Power …, 2014 - ieeexplore.ieee.org
In this paper, an extended-speed low-ripple torque control of switched reluctance motor
(SRM) drives using torque sharing function (TSF) is proposed. Two operational modes are …

Speed control of switched reluctance motor via fuzzy fast terminal sliding-mode control

M Divandari, B Rezaie, AR Noei - Computers & Electrical Engineering, 2019 - Elsevier
This paper proposes a novel speed-control scheme for switched reluctance motor (SRM)
drive based on a fast terminal sliding mode control (FTSMC) method. In addition to its …

Fault-tolerant control of a six-phase motor drive system using a Takagi–Sugeno–Kang type fuzzy neural network with asymmetric membership function

FJ Lin, YC Hung, JC Hwang… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
A Takagi-Sugeno-Kang type fuzzy neural network with asymmetric membership function
(TSKFNN-AMF) is proposed in this study for the fault-tolerant control of a six-phase …

Sensorless IPMSM drive system using saliency back-EMF-based intelligent torque observer with MTPA control

FJ Lin, YC Hung, JM Chen… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
A saliency back-electromotive force (EMF)-based wavelet fuzzy neural network (WFNN)
torque observer using a new maximum torque per ampere (MTPA) control is proposed in …

Application of Artificial Intelligence-Based Technique in Electric Motors: A Review

W Qiu, X Zhao, A Tyrrell… - … on Power Electronics, 2024 - ieeexplore.ieee.org
Electric motors find widespread application across various industrial fields. The pursuit of
enhanced comprehensive electric motors performance has consistently drawn significant …

Torque ripple suppression of switched reluctance motor based on fuzzy indirect instant torque control

B Jing, X Dang, Z Liu, S Long - IEEE Access, 2022 - ieeexplore.ieee.org
High torque ripple limits the industrial application of switched reluctance motor (SRM) due to
the deep magnetic saturation. This paper proposes a fuzzy indirect instant torque control …

Gain tuning of fuzzy PID controllers for MIMO systems: A performance-driven approach

P Gil, C Lucena, A Cardoso… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
A new methodology for tuning the scaling factors, or gains, of fuzzy proportional-integral-
derivative controllers, by taking explicitly into account the closed-loop system performance is …

A review on control techniques of switched reluctance motors for performance improvement

L Feng, X Sun, G Bramerdorfer, Z Zhu, Y Cai… - … and Sustainable Energy …, 2024 - Elsevier
Switched reluctance motors are a potential competitor to permanent magnet motors and
induction motors for various industrial applications. The switched reluctance motors without …