Mathew RS, O'Donnell R, Pizzey D, Hughes IG. The Raspberry Pi auto-aligner: Machine learning for automated alignment of laser beams.
THE REVIEW OF SCIENTIFIC INSTRUMENTS 2021;
92:015117. [PMID:
33514190 DOI:
10.1063/5.0032588]
[Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 12/22/2020] [Indexed: 06/12/2023]
Abstract
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.
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