The FreeGSNKE Pulse Design Tool (FPDT): a computational framework for evolutive plasma scenario and control design

TL;DR

The FPDT is an open-source Python framework for simulating and designing plasma scenarios and control strategies in tokamaks, validated on MAST Upgrade data, promoting reproducible research.

Contribution

It introduces a modular, machine-agnostic simulation tool coupling equilibrium and control models for plasma scenario development.

Findings

Excellent agreement between simulations and experimental data on MAST Upgrade.

Framework enables testing of control schemes and scenario development.

Reduces need for costly physical experiments.

Abstract

We present the FreeGSNKE Pulse Design Tool (FPDT), an open-source, Python-based computational framework that enables in silico testing and predictive design of tokamak plasma scenarios and control strategies. The FPDT couples the FreeGSNKE evolutive equilibrium solver with a virtual Plasma Control System (PCS) containing modular and customisable controllers. Given a set of user-defined waveforms and control parameters, the virtual PCS uses feedback and feedforward control to modulate plasma current, position, and shape, while adhering to machine safety limits on poloidal field coil currents and voltages. The resulting framework allows simulation of the controlled dynamic evolution of plasma equilibria, along with the currents in both active poloidal field coils and passive conducting structures, under the assumption of axisymmetry. The FPDT can be used to develop plasma scenarios, test control schemes, calibrate control parameters, and perform uncertainty quantification studies, thereby reducing iterative and expensive experimental testing on a physical tokamak. The FPDT is machine-agnostic and can be customised to implement different control algorithms tailored to the specific tokamak of interest. Here, we outline the overall framework and validate its performance on plasma discharges on the MAST Upgrade tokamak in the `flat-top' phase. We demonstrate excellent quantitative agreement between the FPDT simulations, the desired control waveforms, and the experimental shot data. With this extension to the FreeGSNKE open-source suite of codes we aim to encourage more reproducible and collaborative research in plasma modelling and control.