Multiobjective optimal design of planetary gear transmission system based on improved particle swarm optimization algorithm

For the multi-objective optimization problem of complex planetary gear Transmission systems, the improved particle swarm optimization (PSO) can better handle issues such as non-convergence and local optimum under complex constraints. Using penalty-function-based improved PSO for multi-stage planetary gear Transmission system multi-objective optimization design, with objectives of minimizing weight and maximizing transmission efficiency, and considering boundary constraints for optimization analysis. Results show the optimized transmission system's total volume decreases by 11.1%, and efficiency increases by 0.09%.

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Publication Details

Published
2025-10-02
DOI
https://doi.org/10.1117/12.3083189
Primary Topic
Gear and Bearing Dynamics Analysis
Type
article
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Multiobjective optimal design of planetary gear transmission system based on improved particle swarm optimization algorithm

Lixia Kang, Shihao Li, Huijie Li, Haiwei Wang et al.
Gear and Bearing Dynamics Analysis
article

Multiobjective optimal design of planetary gear transmission system based on improved particle swarm optimization algorithm

Lixia Kang, Shihao Li, Huijie Li, Haiwei Wang, Yi Liu, Yifei She
article en

Abstract

For the multi-objective optimization problem of complex planetary gear Transmission systems, the improved particle swarm optimization (PSO) can better handle issues such as non-convergence and local optimum under complex constraints. Using penalty-function-based improved PSO for multi-stage planetary gear Transmission system multi-objective optimization design, with objectives of minimizing weight and maximizing transmission efficiency, and considering boundary constraints for optimization analysis. Results show the optimized transmission system's total volume decreases by 11.1%, and efficiency increases by 0.09%.

Northwestern Polytechnical University (CN)
Openalex Percentile: Top 72%
Gear and Bearing Dynamics Analysis
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