Publication result detail

Multi-objective Optimization of a Line-start Synchronous Machine Using a Self-organizing Algorithm

KNEBL, L.; BÁRTA, J.; ONDRŮŠEK, Č.; VÍTEK, O.; BRAMERDORFER, G.

Original Title

Multi-objective Optimization of a Line-start Synchronous Machine Using a Self-organizing Algorithm

English Title

Multi-objective Optimization of a Line-start Synchronous Machine Using a Self-organizing Algorithm

Type

WoS Article

Original Abstract

This paper introduces the design and optimization of line-start synchronous machines in fractional horse power industry applications. The proposed optimized design will be considered as a replacement for the induction machine driven from an AC drive. The optimized design will be achieved using a 2D finite element transient analysis and multi-objective optimization algorithm. For the optimization, a multi-objective self-organizing migrating algorithm was chosen. The optimization results are compared with the more popular NSGA-II algorithm, to prove algorithm sufficiency with three objectives and five design parameters in the area of electromagnetic design application.

English abstract

This paper introduces the design and optimization of line-start synchronous machines in fractional horse power industry applications. The proposed optimized design will be considered as a replacement for the induction machine driven from an AC drive. The optimized design will be achieved using a 2D finite element transient analysis and multi-objective optimization algorithm. For the optimization, a multi-objective self-organizing migrating algorithm was chosen. The optimization results are compared with the more popular NSGA-II algorithm, to prove algorithm sufficiency with three objectives and five design parameters in the area of electromagnetic design application.

Keywords

Optimization; Statistics; Sociology; Electromagnetics; Torque; Reactive power; Geometry

Key words in English

Optimization; Statistics; Sociology; Electromagnetics; Torque; Reactive power; Geometry

Authors

KNEBL, L.; BÁRTA, J.; ONDRŮŠEK, Č.; VÍTEK, O.; BRAMERDORFER, G.

RIV year

2021

Released

02.02.2021

Publisher

IEEE Transactions on Magnetics

ISBN

0018-9464

Periodical

IEEE TRANSACTIONS ON MAGNETICS

Volume

57

Number

6

State

United States of America

Pages from

1

Pages to

4

Pages count

4

URL

https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=20

BibTex

@article{BUT169076,
  author="Ladislav {Knebl} and Jan {Bárta} and Čestmír {Ondrůšek} and Ondřej {Vítek} and Gerd {Bramerdorfer}",
  title="Multi-objective Optimization of a Line-start Synchronous Machine Using a Self-organizing Algorithm",
  journal="IEEE TRANSACTIONS ON MAGNETICS",
  year="2021",
  volume="57",
  number="6",
  pages="1--4",
  doi="10.1109/TMAG.2021.3056403",
  issn="0018-9464",
  url="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=20"
}