19–24 May 2024
Music City Center
US/Central timezone

AGS Booster model calibration and digital-twin development

THPG78
23 May 2024, 16:00
2h
Bluegrass (MCC Exhibit Hall A)

Bluegrass

MCC Exhibit Hall A

Poster Presentation MC6.T33 Online Modelling and Software Tools Thursday Poster Session

Speaker

Weijian Lin (Cornell University (CLASSE))

Description

An accurate physics simulation model is key to accelerator operation because all beam control and optimization algorithms require good understanding of the accelerator and its elements. For the AGS Booster, discrepancies between the real physical system and online simulation model have been a long-standing issue. Due to the lack of a reliable model, the current practice of beam control relies mainly on empirical tuning by experienced operators, which may be inefficient or sub-optimal. In this work, we investigate two main factors that can cause discrepancies between simulation and reality in the AGS Booster: magnet misalignments and magnet transfer functions. We developed a orbit response measurement script that collects real machine data in the Booster for model calibration. By matching simulated data with real data, we can develop a more accurate simulation model for future polarization optimizations, and build the foundation for a fully functional digital-twin.

Funding Agency

Work supported by Brookhaven Science Associates, LLC under Contract No. DE-SC0012704 with the U.S. Department of Energy, No. DE SC-0024287, and by NSF under Award PHY-1549132.

Region represented North America
Paper preparation format LaTeX

Primary author

Weijian Lin (Cornell University (CLASSE))

Co-authors

Bohong Huang (Stony Brook University) David Sagan (Cornell University (CLASSE)) Georg Hoffstaetter (Cornell University (CLASSE)) Kevin Brown (Brookhaven National Laboratory) Kiel Hock (Brookhaven National Laboratory) Natalie Isenberg (Brookhaven National Laboratory) Nathan Urban (Brookhaven National Laboratory) Vincent Schoefer (Brookhaven National Laboratory) Yinan Wang (Rensselaer Polytechnic Institute)

Presentation materials

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