Beam orbit shift due to BPM thermal deformation using machine learning Article Swipe
Kemin Chen
,
Faya Wang
,
Guanliang Wang
,
Zhe Wang
,
Masahito Hosaka
,
Lei Guo
,
Wei Xu
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1088/1742-6596/2420/1/012014
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1088/1742-6596/2420/1/012014
Stabilizing beam orbit is critical for advanced synchrotron radiation light sources. The beam orbit can be affected by many sources. To maintain a good orbit stability, global orbit feedback systems (OFB) has been widely used. However, the BPM thermal deformation would lead to BPM misreading, which can not be handled by OFB. Usually, extra diagnostics, such as position transducers, is needed to measure the deformation dependency of BPM readings. Here, an alternative approach by using the machine operation historic data, including BPM temperature, insertion device (ID) gaps and corrector currents, is presented. It is demonstrated at Hefei Light Source (HLS). The average orbit shift due to BPM thermal deformation is about 34.5 μm/°C (horizontal) and 20.0 μm/°C (vertical).
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1088/1742-6596/2420/1/012014
- OA Status
- diamond
- References
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- OpenAlex ID
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All OpenAlex metadata
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https://openalex.org/W4320008051Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1088/1742-6596/2420/1/012014Digital Object Identifier
- Title
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Beam orbit shift due to BPM thermal deformation using machine learningWork title
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articleOpenAlex work type
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enPrimary language
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2023Year of publication
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2023-01-01Full publication date if available
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Kemin Chen, Faya Wang, Guanliang Wang, Zhe Wang, Masahito Hosaka, Lei Guo, Wei XuList of authors in order
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https://doi.org/10.1088/1742-6596/2420/1/012014Publisher landing page
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diamondOpen access status per OpenAlex
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https://doi.org/10.1088/1742-6596/2420/1/012014Direct OA link when available
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Orbit (dynamics), Beam (structure), Deformation (meteorology), Synchrotron radiation, Physics, Optics, Thermal, Geodesy, Aerospace engineering, Geology, Engineering, MeteorologyTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
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10Other works algorithmically related by OpenAlex
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| primary_location.is_published | True |
| primary_location.raw_source_name | Journal of Physics: Conference Series |
| primary_location.landing_page_url | https://doi.org/10.1088/1742-6596/2420/1/012014 |
| publication_date | 2023-01-01 |
| publication_year | 2023 |
| referenced_works | https://openalex.org/W2989349552, https://openalex.org/W2087383516 |
| referenced_works_count | 2 |
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