Multi-Verse Optimizer as a Tool for Efficiency Improvement of Permanent Magnet Motor

This paper proposes an application of a novel nature-inspired algorithm called Multi-Verse Optimizer (MVO) in the efficiency improvement of a permanent magnet motor. This algorithm is based on the following three main inspirations in cosmology: white hole, black hole, and wormhole. The mathematical presentation of these three concepts is implemented in order to perform exploration, exploitation, and local search on the search area, respectively. In this work this algorithm is used to perform an optimal design on a permanent magnet motor where the inverse value of the efficiency of the motor is defined as an objective function. Comparative analysis of the initial and the optimized motor model is performed using the data from the optimization as well as from the performed Finite Element Analysis for the investigated models.

Authors

Institutions

Publication Details

Published
2024-09-30
DOI
https://doi.org/10.1109/pemc61721.2024.10726336
Primary Topic
Electric Power Systems and Control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-Verse Optimizer as a Tool for Efficiency Improvement of Permanent Magnet Motor

Goga Cvetkovski
Electric Power Systems and Control
article

Multi-Verse Optimizer as a Tool for Efficiency Improvement of Permanent Magnet Motor

Goga Cvetkovski
article en

Abstract

This paper proposes an application of a novel nature-inspired algorithm called Multi-Verse Optimizer (MVO) in the efficiency improvement of a permanent magnet motor. This algorithm is based on the following three main inspirations in cosmology: white hole, black hole, and wormhole. The mathematical presentation of these three concepts is implemented in order to perform exploration, exploitation, and local search on the search area, respectively. In this work this algorithm is used to perform an optimal design on a permanent magnet motor where the inverse value of the efficiency of the motor is defined as an objective function. Comparative analysis of the initial and the optimized motor model is performed using the data from the optimization as well as from the performed Finite Element Analysis for the investigated models.

Ss. Cyril and Methodius University in Skopje (MK)
Affordable and clean energy
Openalex Percentile: Top 83%
Electric Power Systems and Control
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.