关键词: 激光聚变, 集成管控, 人工智能, 深度学习

Abstract: A novel integrated computer management and control system is designed with procedure driven framework to manage and control different types of the diagnostics in inertial confinement fusion (ICF) facility. The AI technique is also considered to apply in the control system to implement the autonomous control instead of manual operations in diagnostic setup, system alignment and spatial interference checking. The researches and explores are carried out recently and established on parameters setup of oscilloscope with convolutional neural network (CNN), auto-alignment of diagnostics with Mask-CNN and interference checking and warning with image fusion.

Key words: ICF, Integrated computer management and control, AI, Deep learning