Structural parameter optimization design of planetary roller screw pair based on genetic algorithm

Firstly, the basic relationship of structural parameters of planetary roller screw mechanism was analyzed. Secondly, the gear pair parameters were optimized and the genetic optimization algorithm was introduced. The genetic algorithm optimization model was established, including design variables, fitness function, and constraint function, and the genetic optimization algorithm was solved. Finally, based on MATLAB, the gear backlash coefficient of a certain planetary roller screw mechanism was optimized using the genetic optimization method.

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Publication Details

Journal
IET conference proceedings.
Published
2024-11-01
DOI
https://doi.org/10.1049/icp.2024.3638
Primary Topic
Mechanical Engineering and Vibrations Research
Type
article
Field-Weighted Citation Impact
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article

Structural parameter optimization design of planetary roller screw pair based on genetic algorithm

Long Peng, Jiajun Yang, Jiali Wang
IET conference proceedings.
Mechanical Engineering and Vibrations Research
article

Structural parameter optimization design of planetary roller screw pair based on genetic algorithm

Long Peng, Jiajun Yang, Jiali Wang
article en

Abstract

Firstly, the basic relationship of structural parameters of planetary roller screw mechanism was analyzed. Secondly, the gear pair parameters were optimized and the genetic optimization algorithm was introduced. The genetic algorithm optimization model was established, including design variables, fitness function, and constraint function, and the genetic optimization algorithm was solved. Finally, based on MATLAB, the gear backlash coefficient of a certain planetary roller screw mechanism was optimized using the genetic optimization method.

IET conference proceedings.Vol. 2023(49)
Huazhong University of Science and Technology (CN)
Openalex Percentile: Top 77%
Mechanical Engineering and Vibrations Research
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