Advanced control systems for fast orbit feedback of synchrotron electron beams
Diamond Light Source is the UK’s national synchrotron facility that produces synchrotron radiation for research. At source points of synchrotron radiation, the electron beam stability relative to the beam size is critical for the optimal performance of synchrotrons. The current requirement at Diamon...
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| Format: | Thesis |
| Language: | English |
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2023
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| _version_ | 1797111134682087424 |
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| author | Kempf, I |
| author2 | Duncan, S |
| author_facet | Duncan, S Kempf, I |
| author_sort | Kempf, I |
| collection | OXFORD |
| description | Diamond Light Source is the UK’s national synchrotron facility that produces synchrotron radiation for research. At source points of synchrotron radiation, the electron beam stability relative to the beam size is critical for the optimal performance of synchrotrons. The current requirement at Diamond is that variations in the beam position should not exceed 10% of the beam size for frequencies up to 140Hz. This is guaranteed by the fast orbit feedback that actuates hundreds of corrector magnets at a sampling rate of 10kHz to reduce beam vibrations down to sub-micron levels. For the next-generation upgrade, Diamond-II, the beam stability requirements will be raised to 3% up to 1kHz. Consequently, the sampling rate will be increased to 100kHz and an additional array of fast correctors will be introduced, which precludes the use of the existing controller. This thesis develops two different control approaches to accommodate the additional array of fast correctors at Diamond-II: internal model control based on the generalised singular value decomposition (GSVD) and model predictive control (MPC). In contrast to existing controllers, the proposed approaches treat the control problem as a whole and consider both arrays simultaneously. To achieve the sampling rate of 100kHz, this thesis proposes to reduce the computational complexity of the controllers in several ways, such as by exploiting symmetries of the magnetic lattice. To validate the controllers for Diamond-II, a real-time control system is implemented on high-performance hardware and integrated in the existing synchrotron. As a first-of-its-kind application to electron beam stabilisation in synchrotrons, this thesis presents real-world results from both MPC and GSVD-based controllers, demonstrating that the proposed approaches meet theoretical expectations with respect to performance and robustness in practice. The results from this thesis, and in particular the novel GSVD-based method, were successfully adopted for the Diamond-II upgrade. This may enable the use of more advanced control systems in similar large-scale and high-speed applications in the future.
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| first_indexed | 2024-03-07T08:04:29Z |
| format | Thesis |
| id | oxford-uuid:03fea593-0006-4e1e-9633-dbc0166749ec |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T08:04:29Z |
| publishDate | 2023 |
| record_format | dspace |
| spelling | oxford-uuid:03fea593-0006-4e1e-9633-dbc0166749ec2023-10-30T07:36:04ZAdvanced control systems for fast orbit feedback of synchrotron electron beamsThesishttp://purl.org/coar/resource_type/c_db06uuid:03fea593-0006-4e1e-9633-dbc0166749ecFeedback control systemsPredictive controlSynchrotronsControl theoryEnglishHyrax Deposit2023Kempf, IDuncan, SGoulart, PDiamond Light Source is the UK’s national synchrotron facility that produces synchrotron radiation for research. At source points of synchrotron radiation, the electron beam stability relative to the beam size is critical for the optimal performance of synchrotrons. The current requirement at Diamond is that variations in the beam position should not exceed 10% of the beam size for frequencies up to 140Hz. This is guaranteed by the fast orbit feedback that actuates hundreds of corrector magnets at a sampling rate of 10kHz to reduce beam vibrations down to sub-micron levels. For the next-generation upgrade, Diamond-II, the beam stability requirements will be raised to 3% up to 1kHz. Consequently, the sampling rate will be increased to 100kHz and an additional array of fast correctors will be introduced, which precludes the use of the existing controller. This thesis develops two different control approaches to accommodate the additional array of fast correctors at Diamond-II: internal model control based on the generalised singular value decomposition (GSVD) and model predictive control (MPC). In contrast to existing controllers, the proposed approaches treat the control problem as a whole and consider both arrays simultaneously. To achieve the sampling rate of 100kHz, this thesis proposes to reduce the computational complexity of the controllers in several ways, such as by exploiting symmetries of the magnetic lattice. To validate the controllers for Diamond-II, a real-time control system is implemented on high-performance hardware and integrated in the existing synchrotron. As a first-of-its-kind application to electron beam stabilisation in synchrotrons, this thesis presents real-world results from both MPC and GSVD-based controllers, demonstrating that the proposed approaches meet theoretical expectations with respect to performance and robustness in practice. The results from this thesis, and in particular the novel GSVD-based method, were successfully adopted for the Diamond-II upgrade. This may enable the use of more advanced control systems in similar large-scale and high-speed applications in the future. |
| spellingShingle | Feedback control systems Predictive control Synchrotrons Control theory Kempf, I Advanced control systems for fast orbit feedback of synchrotron electron beams |
| title | Advanced control systems for fast orbit feedback of synchrotron electron beams |
| title_full | Advanced control systems for fast orbit feedback of synchrotron electron beams |
| title_fullStr | Advanced control systems for fast orbit feedback of synchrotron electron beams |
| title_full_unstemmed | Advanced control systems for fast orbit feedback of synchrotron electron beams |
| title_short | Advanced control systems for fast orbit feedback of synchrotron electron beams |
| title_sort | advanced control systems for fast orbit feedback of synchrotron electron beams |
| topic | Feedback control systems Predictive control Synchrotrons Control theory |
| work_keys_str_mv | AT kempfi advancedcontrolsystemsforfastorbitfeedbackofsynchrotronelectronbeams |