Trend-Based SAC Beam Control Method with Zero-Shot in Superconducting Linear Accelerator

The superconducting linear accelerator is a highly flexiable facility for modern scientific discoveries, necessitating weekly reconfiguration and tuning. Accordingly, minimizing setup time proves essential in affording users with ample experimental time. We propose a trend-based soft actor-critic(TB...

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Veröffentlicht in:	arXiv.org 2023-05
Hauptverfasser:	Chen, Xiaolong, Qi, Xin, Su, Chunguang, He, Yuan, Wang, Zhijun, Sun, Kunxiang, Chao, Jin, Chen, Weilong, Liu, Shuhui, Zhao, Xiaoying, Jia, Duanyang, Man, Yi
Format:	Artikel
Sprache:	eng
Schlagworte:	Commissioning Control methods Control tasks Optimization Quadrupoles Reconfiguration Robust control Superconductivity Transmission efficiency Tuning
Online-Zugang:	Volltext
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