Paper |
Title |
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THPOPT008 |
Beam Orbit Shift Due to BPM Thermal Deformation Using Machine Learning |
2577 |
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- K.M. Chen, M. Hosaka, F.Y. Wang, G. Wang, Z. Wang, W. Xu
USTC/NSRL, Hefei, Anhui, People’s Republic of China
- L. Guo
Nagoya University, Nagoya, Japan
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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 microns/degree Celsius (horizontal) and 20.0 microns/degree Celsius (vertical).
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DOI • |
reference for this paper
※ https://doi.org/10.18429/JACoW-IPAC2022-THPOPT008
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About • |
Received ※ 19 May 2022 — Revised ※ 14 June 2022 — Accepted ※ 15 June 2022 — Issue date ※ 19 June 2022 |
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THPOPT009 |
Dependency Measurement of BPM Reading in the HLS-II Storage Ring |
2580 |
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- G. Wang, K.M. Chen, G. Feng, M. Hosaka, Z. Wang, W. Xu
USTC/NSRL, Hefei, Anhui, People’s Republic of China
- L. Guo
Nagoya University, Nagoya, Japan
- S.W. Wang
DLS, Oxfordshire, United Kingdom
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Beam orbit stability is essential for the operation of the storage ring based light sources. Orbit feedback systems are commonly adopted to maintain the beam on a reference orbit. However, the BPM reading could be affected by its temperature, beam current, etc, which leads to shift of the beam reference orbit. Online experiment is carried out in the HLS-II storage ring to study the dependence of the beam reference orbit on the BPM temperature and beam current. The result shows that the average change of BPM readings due to BPM temperature is about 37.4 ’m/’C horizontally and 11.5 ’m/’C vertically. The average change of BPM readings induced by beam current is about 0.27 ’m/mA horizontally and 0.20 ’m/mA vertically.
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DOI • |
reference for this paper
※ https://doi.org/10.18429/JACoW-IPAC2022-THPOPT009
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|
About • |
Received ※ 19 May 2022 — Revised ※ 23 June 2022 — Accepted ※ 27 June 2022 — Issue date ※ 28 June 2022 |
Cite • |
reference for this paper using
※ BibTeX,
※ LaTeX,
※ Text/Word,
※ RIS,
※ EndNote (xml)
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