[PDF][PDF] 基于代理模型的电机多学科优化关键技术综述

谢冰川, 张岳, 徐振耀, 张凤阁, 刘文慧 - 电工技术学报, 2022 - dgjsxb.ces-transaction.com
摘要随着电机应用领域的不断拓宽, 电机多学科优化技术已经成为电机优化技术的重要研究方向
. 该文概述了目前电机优化技术领域中囊括的多学科模型, 分析了代理模型的优势; …

Modern electrical machine design optimization: Techniques, trends, and best practices

G Bramerdorfer, JA Tapia, JJ Pyrhönen… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Disruptive innovations in electrical machine design optimization are observed in this paper,
motivated by emerging trends. Improvements in mathematics and computer science enable …

More robust and reliable optimized energy conversion facilitated through electric machines, power electronics and drives, and their control: State-of-the-art and trends

G Bramerdorfer, G Lei, A Cavagnino… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
According to the special section entitledRobust design and analysis of electric machines
and drives', to be published in IEEE Transactions on Energy Conversion, the authors …

A high-fidelity and computationally efficient model for interior permanent-magnet machines considering the magnetic saturation, spatial harmonics, and iron loss effect

X Chen, J Wang, B Sen, P Lazari… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Interior permanent-magnet (IPM) machines exhibit relatively large spatial harmonics in
phase voltages and high nonlinearity in torque production due to both the presence of …

Shape optimization of an electric motor subject to nonlinear magnetostatics

P Gangl, U Langer, A Laurain, H Meftahi… - SIAM Journal on Scientific …, 2015 - SIAM
The goal of this paper is to improve the performance of an electric motor by modifying the
geometry of a specific part of the iron core of its rotor. To be more precise, the objective is to …

Surrogate-based multi-objective optimization of electrical machine designs facilitating tolerance analysis

G Bramerdorfer, AC Zăvoianu - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Multi-objective optimization algorithms are becoming ever more popular in the field of
electrical machine design as they provide engineers with an automated way of efficiently …

Reducing development time of electric machines with symspace

S Silber, W Koppelstätter… - 2018 8th …, 2018 - ieeexplore.ieee.org
This paper presents methods to accelerate the optimization of electrical machines using the
software tool SyMSpace. Due to the nonlinear properties of soft magnetic materials, finite …

Tolerance analysis for electric machine design optimization: Classification, modeling and evaluation, and example

G Bramerdorfer - IEEE Transactions on Magnetics, 2019 - ieeexplore.ieee.org
Electric machine design optimization is a popular topic in electrical engineering. Thanks to
major accomplishments in Mathematics and Computer Science, nowadays the investigation …

Fast and accurate model of interior permanent-magnet machine for dynamic characterization

K Drobnič, L Gašparin, R Fišer - Energies, 2019 - mdpi.com
A high-fidelity two-axis model of an interior permanent-magnet synchronous machine (IPM)
presents a convenient way for the characterization and validation of motor dynamic …

Possibilities for speeding up the FE-based optimization of electrical machines—A case study

G Bramerdorfer, AC Zăvoianu, S Silber… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
This paper deals with accelerating typical optimization scenarios for electrical machine
designs. Besides the advantage of a reduced computation time, this leads to a reduction in …