22–26 Apr 2024
Asia/Ho_Chi_Minh timezone
*** See you in Elba, Italy in May 2026 ***

Control of plasma vertical displacement based on neural network

26 Apr 2024, 11:50
20m
Oral presentation Real Time Diagnostics, Digital Twin, Control, Monitoring, Safety and Security Oral presentations, CANPS Award

Speaker

Ms huihui song (institute of plasma physics)

Description

For elongation plasma, the vertical displacement control is essential for the stable operation of tokamak devices. In this paper, a neural network model is used to rapidly detect vertical displacement recognition, and a new vertical displacement control algorithm is built by combining the method of neural network. To reduce latency and provide sufficient computing resources for the neural network, a high-speed acquisition and fast control system is designed. The new control system is confirmed in EAST experiments. The results show that in EAST different plasma discharge configurations, the vertical displacement can be accurately calculated and be controlled in effectively and quickly.

Minioral Yes
IEEE Member No
Are you a student? No

Author

Ms huihui song (institute of plasma physics)

Co-author

biao shen

Presentation materials