Research on angle calibration method of space station indexing mechanism based on artificial intelligence

Jiliang Zhao; Peng Zhang; Jiajun Gu; Lei Zhang; Liyun Xu; Shangqiang Zhang; Lingtao Yu; Hongbo Li

doi:10.1117/12.2685054

19 October 2023 Research on angle calibration method of space station indexing mechanism based on artificial intelligence

Jiliang Zhao, Peng Zhang, Jiajun Gu, Lei Zhang, Liyun Xu, Shangqiang Zhang, Lingtao Yu, Hongbo Li

Author Affiliations +

Proceedings Volume 12709, Fourth International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2023); 1270905 (2023) https://doi.org/10.1117/12.2685054
Event: Fourth International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2023), 2023, Nanjing, China

Abstract

This paper introduced a calibration mechanism that can calibrate the index angle. The control system is designed based on the mechanical body design of the mechanism, which realizes the integration and portability of the calibration device. In the experiment of measuring the displacement angle, the leveler is used to adjust the levelness of the loading mechanism. A bidirectional long-term and short-term memory network (BLSTM) based on deep learning is introduced for artificial intelligence calibration, which processes and analyzes the experimental data. After experimental verification, the online calibration accuracy of the angle sensor has been greatly improved.

Citation Download Citation

Jiliang Zhao, Peng Zhang, Jiajun Gu, Lei Zhang, Liyun Xu, Shangqiang Zhang, Lingtao Yu, and Hongbo Li "Research on angle calibration method of space station indexing mechanism based on artificial intelligence", Proc. SPIE 12709, Fourth International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2023), 1270905 (19 October 2023); https://doi.org/10.1117/12.2685054

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