Issue
EPL
Volume 81, Number 5, March 2008
Article Number 55001
Number of page(s) 6
Section Physics of Gases, Plasmas and Electric Discharges
DOI http://dx.doi.org/10.1209/0295-5075/81/55001
Published online 11 February 2008
EPL, 81 (2008) 55001
DOI: 10.1209/0295-5075/81/55001

Data adaptive control parameter estimation for scaling laws for magnetic fusion devices

R. Preuss, H. Dreier, A. Dinklage and V. Dose

Max-Planck-Institut für Plasmaphysik, EURATOM-Association - Wendelsteinstr. 1, Greifswald, Germany, EU


received 19 November 2007; accepted in final form 8 January 2008; published March 2008
published online 11 February 2008

Abstract
Data Adaptive Planning determines the expected utility of a single new measurement using existing data and a data descriptive model. The method can be used for experimental planning. It is applied to scaling laws for magnetic fusion devices. Explicitly, the scaling of the stellarator W7-AS is examined for a subset of t = 1/3 data. In control parameter space regions of high utility are identified and serve for fixing discharge and machine parameters for upcoming discharges. It will be shown that a skillful analysis of experimental uncertainties is of utmost importance for significant results.

PACS
52.55.-s - Magnetic confinement and equilibrium.
52.25.Fi - Transport properties.
02.50.-r - Probability theory, stochastic processes, and statistics.

© EPLA 2008