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The Raspberry Pi Auto-aligner: Machine Learning for Automated Alignment of Laser Beams [dataset]

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DataCite Commons2023-08-07 更新2024-07-13 收录
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资源简介:

We present a novel solution to automated beam alignment optimization. This device is based on a Raspberry Pi computer, stepper motors, commercial optomechanics and electronic devices, and the open-source machine learning algorithm M-LOOP. We provide schematic drawings for the custom hardware necessary to operate the device and discuss diagnostic techniques to determine the performance. The beam auto-aligning device has been used to improve the alignment of a laser beam into a single-mode optical fiber from manually optimized fiber alignment, with an iteration time of typically 20 minutes. We present example data of one such measurement to illustrate device performance.

提供机构:
Durham University
创建时间:
2021-01-12
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