13 citations · 19 across the 6 of their papers we have counts for
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Variational Autoencoders for Noise Reduction in Industrial LLRF Systems
J. P. Edelen, M. J. Henderson, J. Einstein-Curtis +3
Industrial particle accelerators inherently operate in much dirtier environments than typical research accelerators. This leads to an increase in noise both in the RF system and in…
LLRF System Considerations for a Compact, Commercial C-band Accelerator using the AMD Xilinx RF-SoC
J. Einstein-Curtis, J. Edelen, B. Gur +16
This work describes the LLRF and control system in use for a novel accelerator structure developed for a compact design operating in C-band developed by SLAC, with collaboration fr…
Installation Progress At The PIP-II Injector Test At Fermilab
C. Baffes, M. Alvarez, R. Andrews +14
A CW-compatible, pulsed H- superconducting linac "PIP-II" is being planned to upgrade Fermilab's injection complex. To validate the front-end concept, a test accelerator (The PIP-I…
Neural Network Model Of The PXIE RFQ Cooling System and Resonant Frequency Response
A. L. Edelen, S. G. Biedron, S. V. Milton +4
As part of the PIP-II Injector Experiment (PXIE) accelerator, a four-vane radio frequency quadrupole (RFQ) accelerates a 30-keV, 1-mA to 10-mA H- ion beam to 2.1 MeV. It is designe…
First Steps Toward Incorporating Image Based Diagnostics Into Particle Accelerator Control Systems Using Convolutional Neural Networks
A. L. Edelen, S. G. Biedron, S. V. Milton +1
At present, a variety of image-based diagnostics are used in particle accelerator systems. Often times, these are viewed by a human operator who then makes appropriate adjustments…
Resonant Frequency Control For the PIP-II Injector Test RFQ: Control Framework and Initial Results
A. L. Edelen, S. G. Biedron, S. V. Milton +5
For the PIP-II Injector Test (PI-Test) at Fermilab, a four-vane radio frequency quadrupole (RFQ) is designed to accelerate a 30-keV, 1-mA to 10-mA, H- beam to 2.1 MeV under both pu…