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Article


Title

A novel hybrid cuckoo search algorithm for optimization of a line-start PM synchronous motor

Authors

[ 1 ] Instytut Elektrotechniki i Elektroniki Przemysłowej, Wydział Automatyki, Robotyki i Elektrotechniki, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.2] Automation, electronics and electrical engineering

Year of publication

2023

Published in

Bulletin of the Polish Academy of Sciences. Technical Sciences

Journal year: 2023 | Journal volume: vol. 71 | Journal number: no. 1

Article type

scientific article

Publication language

english

Keywords
EN
  • hybrid cuckoo search algorithm
  • heuristic algorithms
  • multi-objective optimization
  • permanent magnet synchronous motor
Abstract

EN The paper presents a novel hybrid cuckoo search (CS) algorithm for the optimization of the line-start permanent magnet synchronous motor (LSPMSM). The hybrid optimization algorithm developed is a merger of the heuristic algorithm with the deterministic Hooke–Jeeves method. The hybrid optimization procedure developed was tested on analytical benchmark functions and the results were compared with the classical cuckoo search algorithm, genetic algorithm, particle swarm algorithm and bat algorithm. The optimization script containing a hybrid algorithm was developed in Delphi Tiburón. The results presented show that the modified method is characterized by better accuracy. The optimization procedure developed is related to a mathematical model of the LSPMSM. The multi-objective compromise function was applied as an optimality criterion. Selected results were presented and discussed.

Date of online publication

02.2023

Pages (from - to)

144586-1 - 144586-8

DOI

10.24425/bpasts.2023.144586

URL

https://journals.pan.pl/dlibra/publication/144586/edition/126211/content

Comments

Article number: 144586

License type

CC BY-NC-ND (attribution - noncommercial - no derivatives)

Open Access Mode

open journal

Open Access Text Version

final published version

Release date

02.2023

Date of Open Access to the publication

at the time of publication

Ministry points / journal

100.0

Impact Factor

1.515 [List 2021]

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