A new model of heating, current drive, torque and other effects of neutral beam injection on
NSTX-U that uses neural networks has been developed. The model has been trained and …

Plasma with an internal transport barrier (ITB) will be developed in JT-60SA as an attractive
operation appropriate for a steady-state fusion reactor. To achieve the ITB plasma while …

This paper presents several optimal controllers compared with a robust control method for
the terminal voltage regulation of a stand-alone self-excited induction generator (SEIG) with …

A controller is designed for the tokamak safety factor profile that takes real-time-varying
operational and physics limits into account. This so-called model predictive controller (MPC) …

The present study is devoted to investigate the comprehensive study of vibration control of
multi-layer sandwich micro beam made of piezoelectric materials. The analysis considers …

Recent advances in the use of Artificial Intelligence to control complex systems make it
suitable for profile plasma control. In this work, we propose an algorithm based on Deep …

The successful performance of a model predictive profile controller is demonstrated in
simulations and experiments on the TCV tokamak, employing a profile controller test …

A general infrastructure for tokamak controllers based on data-driven neural net models is
presented. The paradigm allows for more flexible choices of both the underlying model and …

The tokamak is a device that utilizes magnetic fields to confine a reactant gas to generate
energy from nuclear fusion reactions. The next step towards the realization of a tokamak …

One of the most promising devices for realizing power production through nuclear fusion is
the tokamak. To maximize performance, it is preferable that tokamak reactors achieve …