1–6 Jun 2025
Taipei International Convention Center (TICC)
Asia/Taipei timezone

The impact of insertion devices on Solaris storage ring optics

WEPB052
4 Jun 2025, 16:00
2h
Exhibiton Hall A _Bear (TWTC)

Exhibiton Hall A _Bear

TWTC

Poster Presentation MC7.T15 Undulators and Wigglers Wednesday Poster Session

Speaker

Roman Panas (SOLARIS National Synchrotron Radiation Centre)

Description

This study investigates the influence of insertion devices (IDs) on the optical properties of the Solaris electron storage ring through a combination of experimental measurements and simulations. The effects of various ID settings were analyzed using tune measurements and the Linear Optics from Closed Orbits (LOCO) method. These results were compared with simulations performed using the Python Accelerator Toolbox (pyAT). Furthermore, a Long Short-Term Memory (LSTM) neural network was developed and tested for forecasting corrector magnet currents associated with the IDs. Diagnostics included monitoring the electron beam in the storage ring and photons delivered to beamlines. Additionally, the performance of both slow and fast orbit correction systems in response to ID-induced perturbations was assessed. This work provides insights into ID impact on beam dynamics and highlights the potential of machine learning for predictive control in accelerator systems.

Region represented Europe
Paper preparation format LaTeX

Author

Roman Panas (SOLARIS National Synchrotron Radiation Centre)

Co-authors

Adriana Wawrzyniak (SOLARIS National Synchrotron Radiation Centre) Jacek Biernat (SOLARIS National Synchrotron Radiation Centre) Jaroslaw Wiechecki (SOLARIS National Synchrotron Radiation Centre) Maria Ünal (SOLARIS National Synchrotron Radiation Centre) Michal Piekarski (SOLARIS National Synchrotron Radiation Centre) Mikolaj Wrobel (SOLARIS National Synchrotron Radiation Centre) Sonia Kasi¿ska (SOLARIS National Synchrotron Radiation Centre) Wiktoria Wiatrowska (SOLARIS National Synchrotron Radiation Centre)

Presentation materials

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