Optimization design of photoelectric turntable structure based on RBF algorithm and multi-island genetic algorithm

Zhenxu Wu; Long Zhang

doi:10.1117/12.3010764

1 November 2023 Optimization design of photoelectric turntable structure based on RBF algorithm and multi-island genetic algorithm

Zhenxu Wu, Long Zhang

Author Affiliations +

Proceedings Volume 12917, International Conference on Precision Instruments and Optical Engineering (PIOE 2023); 1291711 (2023) https://doi.org/10.1117/12.3010764
Event: 3rd International Conference on Precision Instruments and Optical Engineering (PIOE 2023), 2023, Shanghai, China

Abstract

In order to reasonably select the structural dimensions of key components of the photoelectric turntable, size optimization research was conducted on the main load-bearing parts of the photoelectric turntable, such as the reducer bracket, pitch frame, and transmission shaft, using ISIGHT software. Firstly, the main structural dimensions of the key components of the turntable are used as optimization variables, and the maximum stress, maximum strain, and first-order natural frequency of the turntable model in finite element simulation are used as constraints. The mass is taken as the optimization objective, and sample points are selected using the Latin hypercube sampling; Then, based on the set of sample points, the approximate model is trained using the RBF algorithm; Finally, a set of optimal size parameters were obtained by optimizing the approximate model size using a multi-island genetic algorithm. The results show that compared to before optimization, the total mass of key components of the optimized turntable has decreased by 28.8%, and the optimization effect is good.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Zhenxu Wu and Long Zhang "Optimization design of photoelectric turntable structure based on RBF algorithm and multi-island genetic algorithm", Proc. SPIE 12917, International Conference on Precision Instruments and Optical Engineering (PIOE 2023), 1291711 (1 November 2023); https://doi.org/10.1117/12.3010764

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