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 …

A Review of Data-driven Surrogate Models for Design Optimization of Electric Motors

M Cheng, X Zhao, M Dhimish, W Qiu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Electric motor is one of the core components of electronic propulsion systems and plays an
essential role in the industry. The optimal design of an electric motor poses a complex …

Optimized FCS-MPCC based on disturbance feedback rejection for IPMSMs under demagnetization fault in high-speed trains

W Gui, J Gao, C Yang, T Peng, C Yang… - Control Engineering …, 2023 - Elsevier
This paper proposes an optimized finite control set model predictive current control (FCS-
MPCC) strategy based on disturbance feedback rejection control (DFRC) method for interior …

Non‐linear multivariable permanent magnet synchronous machine control: A robust non‐linear generalized predictive controller approach

H Djouadi, K Ouari, Y Belkhier… - IET Control Theory & …, 2023 - Wiley Online Library
Permanent magnet synchronous motors (PMSM) have become prevalent in industry and
play an essential role in managing industrial processes, automation systems, and …

Disturbance attenuation for surface-mounted PMSM drives using nonlinear disturbance observer-based sliding mode control

AT Nguyen, BA Basit, HH Choi, JW Jung - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes a nonlinear disturbance observer (NDO)-based sliding mode speed
controller (SMSC) to guarantee the superior control performance in terms of robustness, fast …

Multi‐objective optimisation design and performance comparison of permanent magnet synchronous motor for EVs based on FEA

T Song, Z Zhang, H Liu, WL Hu - IET Electric Power …, 2019 - Wiley Online Library
The requirements of high efficiency, power density, and low price for the motor of electric
vehicles (EVs) make the design of the driving motor become a process of multi‐objective …

Performance Improvement of Permanent-Magnet-Synchronous Motors through Rotor Shape Optimization of Marine Blowing System with High-Speed Rotation

KY Yoon, ST Lee - Energies, 2023 - mdpi.com
Currently, research is being carried out on the performance improvement of permanent-
magnet-synchronous motors (PMSM) used in air conditioning and blowing systems for …

Multi-objective optimal design of permanent magnet synchronous motor for electric vehicle based on deep learning

Y You - Applied Sciences, 2020 - mdpi.com
Featured Application Optimal design of PMSM for electric vehicle. Abstract Recently, a large
amount of research on deep learning has been conducted. Related studies have also begun …

Tilt-wing control design for a unified control concept

D Milz, G Looye - AIAA Scitech 2022 forum, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-1084. vid Urban Air Mobility (UAM)
promises an economic and ecological solution for the growing mobility demand by utilizing …

Optimal design of PMSM based on automated finite element analysis and metamodeling

YM You - Energies, 2019 - mdpi.com
To obtain accurate optimal design results in electric machines, the finite element analysis
(FEA) technique should be used; however, it is time-consuming. In addition, when the …