Model-predictive kinetic control with data-driven models on EAST

Model-predictive kinetic control with data-driven models on EAST

In this work, model-predictive control (MPC) was combined for the first time with singular perturbation theory, and an original plasma kinetic control method based on extremely simple data-driven models and a two-time-scale MPC algorithm has been developed. A comprehensive review is presented in thi...

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Bibliographic Details
Main Authors: D. Moreau, S. Wang, J.P. Qian, Q. Yuan, Y. Huang, Y. Li, S. Ding, H. Du, X. Gong, M. Li, H. Liu, Z. Luo, L. Zeng, E. Olofsson, B. Sammuli, J.F. Artaud, A. Ekedahl, E. Witrant
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Nuclear Fusion
Subjects:
tokamaks
plasma control
kinetic control
profile control
model-predictive control
two-time-scale control
Online Access:https://doi.org/10.1088/1741-4326/ad893b

Internet

https://doi.org/10.1088/1741-4326/ad893b

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