Optimal shape design of a class of permanent magnet motors in a multiple-objectives context

P Di Barba, ME Mognaschi, L Petkovska… - … journal for computation …, 2022 - emerald.com
Purpose This paper aims to deal with the optimal shape design of a class of permanent
magnet motors by minimizing multiple objectives according to an original interpretation of …

Evolution strategies and multi-objective optimization of permanent magnet motor

SB Andersen, IF Santos - Applied Soft Computing, 2012 - Elsevier
When designing a permanent magnet motor, several geometry and material parameters are
to be defined. This is not an easy task, as material properties and magnetic fields are highly …

Design optimization of permanent magnet motors by evolution strategies and finite element analysis

D Bochnia, W Hofmann, H Hupe - 1999 - IET
The power and force density of electric motors becomes higher and higher and it is very
important to design most optimal machines. Conventional methods don't reach this aim. A …

Design Improvement of Permanent Magnet Motor Using Single-and Multi-Objective Approaches

G Cvetkovski, L Petkovska - Power Electronics and Drives, 2023 - sciendo.com
Optimisation, or optimal design, has become a fundamental aspect of engineering across
various domains, including power devices, power systems, and industrial systems …

Multiobjective Shape Design in Electromechanics: An Approach Towards Benchmarking

P Di Barba - Optimization and Inverse Problems in …, 2003 - Springer
The shape synthesis of a linear actuator and a permanent-magnet motor is revisited in terms
of multiobjective optimisation using Pareto criterion of optimality. Best-compromise solutions …

Finite element simulation-based design optimization of permanent magnet motors considering drive cycle

K Kant, JL Kirtley, LV Iyer, G Schlager - SAE International Journal of …, 2021 - JSTOR
This article presents a general framework for a multiobjective design optimization of
permanent magnet motors based on a drive cycle using finite element (FE) simulation. The …

Multi-objective optimization applied to the matching of a specified torque-speed curve for an internal permanent magnet motor

S Ray, DA Lowther - IEEE Transactions on Magnetics, 2009 - ieeexplore.ieee.org
Traditionally, the objective function used for optimizing the design of an internal permanent
magnet motor (IPM) has maximized efficiency or torque for a particular current or volume …

A non-differential method for solving many-objective optimization problems: An application in IPM motor design

P Di Barba, ME Mognaschi… - International Journal of …, 2020 - content.iospress.com
Many-objective problems, characterized by a high-dimensional objective space, are a
source of challenge for standard methods of multi-objective optimization. An evolutionary …

Multi-objective automatic design of permanent magnet motor using Monte Carlo tree search

H Sato, H Igarashi - IEEE transactions on magnetics, 2023 - ieeexplore.ieee.org
This study proposes a novel multi-objective design method based on Monte Carlo tree
search (MCTS) for the design of permanent magnet (PM) motors. The global configurations …

Permanent magnet motor multiobjective optimization using multiple runs of an evolutionary algorithm

JL Hippolyte, C Espanet, D Chamagne… - 2008 IEEE Vehicle …, 2008 - ieeexplore.ieee.org
This paper presents an original method of permanent magnet motor optimal design. The
permanent magnet machines optimization must respect multiple constraints. Efficiency and …