|
Plasma Data Analysis Group
Physics Department, UCC OverviewThe Plasma Data Analysis Group performs computational studies and modelling of experimental data from magnetically confined reactor-grade plasmas in the area of controlled thermonuclear fusion research. This work is heavily collaborative and there are strong links with the Max Planck Institut für Plasmaphysik, (IPP) Garching and Greifswald, and other European fusion laboratories. The present composition of the group is as follows: Patrick J. Mc Carthy (group leader), Prof. Richard J. Armstrong (visiting researcher), Brendan Cahill, Diarmuid Curran, Mike Dunne, Thomas O'Gorman, Shane O'Mahony (postgraduate researchers in the Dept. of Physics) and Kieran Beausang (Dept. of Electrical and Electronic Engineering). A brief summary of current research interests follows. A link to recent publications is on the margin to the left.
The identification of 3-D MHD equilibrium configurations in a helical stellarator plasma by a conventional equilibrium code is a computationally intensive task, requiring several hours on a workstation. The number of free parameters in a stellarator equilibrium is modest, however (of order 10), and the experimentally accessible parameter space may be adequately sampled by the order of 1000 randomly selected simulated equilibria. The inverse mapping method known as Function Parameterization (FP) entails (i) Construction of a simulated database of experimental states of a system whose parameters are to be identified from measurements of the system, (ii) A once-off offline training phase to construct simple functional relationships between measurements and system parameters and (iii) Rapid, including realtime system identification by using these numerically determined functions in predictive mode. Steps (i) and (ii) are performed rarely (on a timescale of a year or longer) but step (iii), which is computationally trivial, is used routinely. FP has been successfully applied by the group to speed up equilibrium identification on the Wendelstein 7 advanced stellarator at Garching by close on a factor of 10000, so that the equilibrium configuration is recoverable in seconds rather than hours. The method has been under further development in recent years to meet the challenges of rapid identification of equilibrium flux topology with island structures in the case of the Wendelstein 7-X (W7-X) experiment, under construction at Greifswald, Germany,
In this project various methods of extracting useful information from MHD modes are considered, specifically pressure and current driven modes, to improve the reconstruction of the toroidal current profile. MHD modes, once identified and located, provide a value of q at a specific location with which the q-profile can be constrained. The study of Toroidicity-induced Alfvèn Eigenmodes (TAE modes) can be particularly beneficial, since they provide q-profile information over the whole plasma radius as opposed to individual points. This information comes from the q-dependance of the Alfvèn velocity. Thus measurement of this velocity profile taking into account the plasma rotation can be inverted to produce a q-profile independent of other sources of q-profile information.
|