Speaker
Andrea De Franco
(National Institutes for Quantum Science and Technology (QST))
Description
Electron Cyclotron Resonance(ECR) ion sources are one of the most common first stage of many modern accelerators. Typically, their design include few free settable parameters to optimize performances during commissioning and for re-tuning after maintenance. The optimization of set point is often based on the know how of an expert. In this work we report the status of the multi objective Bayesian optimization of ECR ion source of the IFMIF Prototype Accelerator (LIPAc). Several adjustable parameters are tuned to find the best tradeoff of the average extracted beam current and its stability over time.
Primary authors
Andrea De Franco
(National Institutes for Quantum Science and Technology (QST))
Dr
Tomoya Akagi
(QST)
Benoit Bolzon
(CEA)
Nicolas Chauvin
(CEA)
Fabio Cismondi
(F4E)
Herve Dzitko
(F4E)
Tomonobu Itagaki
(QST)
Antti Jokinen
(F4E)
Keitaro Kondo
(QST)
Kai Masuda
(QST)
Masayoshi Sugimoto
(QST)
Takahide Nakayama
(QST)
