Adaptive beam loading compensation in room temperature bunching cavities
J. P. Edelen, B. E. Chase, E. Cullerton, P. Varghese (Fermilab,, Batavia, IL)
TL;DR
This paper introduces an adaptive feed-forward algorithm using Newton's Method for beam-loading compensation in room temperature cavities, demonstrating its design, simulation, and initial experimental validation.
Contribution
It presents a novel adaptive algorithm based on Newton's Method for beam loading compensation, with simulation and experimental results showing its effectiveness.
Findings
Successful simulation of the algorithm
Initial experimental validation achieved
Potential for improved cavity performance
Abstract
In this paper we present the design, simulation, and proof of principle results of an optimization based adaptive feed-forward algorithm for beam-loading compensation in a high impedance room temperature cavity. We begin with an overview of prior developments in beam loading compensation. Then we discuss different techniques for adaptive beam loading compensation and why the use of Newton's Method is of interest for this application. This is followed by simulation and initial experimental results of this method.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsParticle accelerators and beam dynamics · Gyrotron and Vacuum Electronics Research · Particle Accelerators and Free-Electron Lasers