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Title: Adaptive method for electron bunch profile prediction

Journal Article · · Physical Review Special Topics. Accelerators and Beams

We report on an experiment performed at the Facility for Advanced Accelerator Experimental Tests (FACET) at SLAC National Accelerator Laboratory, in which a new adaptive control algorithm, one with known, bounded update rates, despite operating on analytically unknown cost functions, was utilized in order to provide quasi-real-time bunch property estimates of the electron beam. Multiple parameters, such as arbitrary rf phase settings and other time-varying accelerator properties, were simultaneously tuned in order to match a simulated bunch energy spectrum with a measured energy spectrum. The simple adaptive scheme was digitally implemented using matlab and the experimental physics and industrial control system. The main result is a nonintrusive, nondestructive, real-time diagnostic scheme for prediction of bunch profiles, as well as other beam parameters, the precise control of which are important for the plasma wakefield acceleration experiments being explored at FACET. © 2015 authors. Published by the American Physical Society.

Research Organization:
SLAC National Accelerator Lab., Menlo Park, CA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC02-76SF00515
OSTI ID:
1241346
Journal Information:
Physical Review Special Topics. Accelerators and Beams, Vol. 18, Issue 10; ISSN 1098-4402
Country of Publication:
United States
Language:
English

References (16)

Extremum seeking with bounded update rates journal January 2014
In-hardware demonstration of model-independent adaptive tuning of noisy systems with arbitrary phase drift
  • Scheinker, Alexander; Baily, Scott; Young, Daniel
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 756 https://doi.org/10.1016/j.nima.2014.04.026
journal August 2014
Global optimization of an accelerator lattice using multiobjective genetic algorithms
  • Yang, Lingyun; Robin, David; Sannibale, Fernando
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 609, Issue 1 https://doi.org/10.1016/j.nima.2009.08.027
journal October 2009
Plasma wakefield acceleration experiments at FACET journal May 2010
Minimum-Seeking for CLFs: Universal Semiglobally Stabilizing Feedback Under Unknown Control Directions journal May 2013
Optimization of wiggler magnets ordering using a genetic algorithm
  • Hajima, Ryoichi; Takeda, Nobukazu; Ohashi, Hirotada
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 318, Issue 1-3 https://doi.org/10.1016/0168-9002(92)91167-8
journal July 1992
An algorithm for online optimization of accelerators
  • Huang, Xiaobiao; Corbett, Jeff; Safranek, James
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 726 https://doi.org/10.1016/j.nima.2013.05.046
journal October 2013
Multivariate optimization of a high brightness dc gun photoinjector journal March 2005
Evolutionary Algorithm for the Neutrino Factory Front end Design journal February 2009
Simultaneous optimization of beam emittance and dynamic aperture for electron storage ring using genetic algorithm journal September 2011
Multiobjective genetic algorithm optimization of the beam dynamics in linac drivers for free electron lasers journal March 2012
Innovative applications of genetic algorithms to problems in accelerator physics journal January 2013
Minimum-Seeking for CLFs: Universal Semiglobally Stabilizing Feedback Under Unknown Control Directions journal May 2013
Principle of vibrational control: Theory and applications journal August 1980
Model-independent particle accelerator tuning journal October 2013
Principle of vibrational control: Theory and applications conference December 1979

Cited By (4)

Model-Independent Tuning for Maximizing Free Electron Laser Pulse Energy text January 2019
Machine learning-based longitudinal phase space prediction of particle accelerators journal November 2018
Demonstration of Model-Independent Control of the Longitudinal Phase Space of Electron Beams in the Linac-Coherent Light Source with Femtosecond Resolution journal July 2018
Model-independent tuning for maximizing free electron laser pulse energy journal August 2019

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