Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic Algorithm

In the research of nutation magnetic drive, the torque density of gears is an important index to evaluate its performance. Thus, the analysis and optimization of the magnetic torque is particularly important. A radial meshing nutation magnetic gear is presented and its operating principle is analyze...

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Main Authors: Lou Meiyan, Yao Ligang, Guo Chenxian
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2023-10-01
Series:Jixie chuandong
Subjects:
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2023.10.003
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author Lou Meiyan
Yao Ligang
Guo Chenxian
author_facet Lou Meiyan
Yao Ligang
Guo Chenxian
author_sort Lou Meiyan
collection DOAJ
description In the research of nutation magnetic drive, the torque density of gears is an important index to evaluate its performance. Thus, the analysis and optimization of the magnetic torque is particularly important. A radial meshing nutation magnetic gear is presented and its operating principle is analyzed. Based on the magnetic vector potential theory of the constant magnetic field, the magnetic induction intensity model of the radial meshing nutation magnetic gears is established, and the mathematical model of the torque of the radial meshing magnetic gear is deduced. The genetic algorithm is used to optimize the structural parameters of the nutation magnetic gear, and the effectiveness of the optimization results is verified. The results show that the torque density after the optimization can be improved under the condition by limiting the size of magnetic gears and the amount of the magnetic pole material.
format Article
id doaj-art-2ed54bc5e11f4e0bae9f1f288a28a27b
institution Kabale University
issn 1004-2539
language zho
publishDate 2023-10-01
publisher Editorial Office of Journal of Mechanical Transmission
record_format Article
series Jixie chuandong
spelling doaj-art-2ed54bc5e11f4e0bae9f1f288a28a27b2025-01-10T14:59:13ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392023-10-0147172242737361Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic AlgorithmLou MeiyanYao LigangGuo ChenxianIn the research of nutation magnetic drive, the torque density of gears is an important index to evaluate its performance. Thus, the analysis and optimization of the magnetic torque is particularly important. A radial meshing nutation magnetic gear is presented and its operating principle is analyzed. Based on the magnetic vector potential theory of the constant magnetic field, the magnetic induction intensity model of the radial meshing nutation magnetic gears is established, and the mathematical model of the torque of the radial meshing magnetic gear is deduced. The genetic algorithm is used to optimize the structural parameters of the nutation magnetic gear, and the effectiveness of the optimization results is verified. The results show that the torque density after the optimization can be improved under the condition by limiting the size of magnetic gears and the amount of the magnetic pole material.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2023.10.003NutationGenetic algorithmMagnetic gearTorqueOptimization
spellingShingle Lou Meiyan
Yao Ligang
Guo Chenxian
Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic Algorithm
Jixie chuandong
Nutation
Genetic algorithm
Magnetic gear
Torque
Optimization
title Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic Algorithm
title_full Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic Algorithm
title_fullStr Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic Algorithm
title_full_unstemmed Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic Algorithm
title_short Optimization of Torque Models for Radial Meshing Nutation Magnetic Gears Based on the Genetic Algorithm
title_sort optimization of torque models for radial meshing nutation magnetic gears based on the genetic algorithm
topic Nutation
Genetic algorithm
Magnetic gear
Torque
Optimization
url http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2023.10.003
work_keys_str_mv AT loumeiyan optimizationoftorquemodelsforradialmeshingnutationmagneticgearsbasedonthegeneticalgorithm
AT yaoligang optimizationoftorquemodelsforradialmeshingnutationmagneticgearsbasedonthegeneticalgorithm
AT guochenxian optimizationoftorquemodelsforradialmeshingnutationmagneticgearsbasedonthegeneticalgorithm