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Estimation of turbulent transport coefficients by the conditional variance method

T. Tork, P. Manz, N.H. Bian, F. Reimold, G. Grenfell, C. Killer, W. Zholobenko, the ASDEX Upgrade Team, the W7-X Team2025年1月Nuclear FusionIF 3出版社

A novel approach for estimating turbulent transport coefficients in fusion devices is presented. The diagnostic method is established on the analysis of the conditional variance of one-point time series of density or temperature fluctuations. It is tested on data obtained from probe measurements in the edge of the tokamak ASDEX Upgrade and the stellarator Wendelstein 7-X, and on synthetic data from the gyrofluid transport model GEMR. The approach demonstrates a remarkable degree of accuracy, typically within a factor of two of the actual transport measured by more difficult means. It is a simple and accurate way of evaluating turbulent particle and heat transport coefficients that does not require measurements of the velocity fluctuations.

日本語訳

核融合装置における乱流輸送係数を推定するための新しい手法を提示する。この診断法は、密度または温度ゆらぎの一点時系列の条件付き分散の解析に基づいている。本手法は、トカマクASDEX UpgradeおよびステラレータWendelstein 7-Xの周辺部におけるプローブ測定から得られたデータと、ジャイロ流体輸送モデルGEMRからの合成データを用いて検証される。この手法は、より困難な手段で測定された実際の輸送に対して、典型的には2倍以内という顕著な精度を示す。これは、速度ゆらぎの測定を必要とせずに、乱流粒子および熱輸送係数を評価する簡潔かつ正確な方法である。

装置

asdex-upgrade低精度(概要文一致)wendelstein-7x低精度(概要文一致)

wiki

Turbulent transport

AIによる論文要約

乱流輸送係数の条件付き分散法による推定
JAこの論文は、核融合プラズマの輸送現象に興味のある研究者や学生に役立つと考えられます。特に、実験データの分析手法や、プラズマ輸送のモデル化に関心のある方に有益です。#プラズマ輸送 #乱流 #核融合 #条件付き分散
LLM向け: {'Title': '乱流輸送係数の条件付き分散法による推定', 'Author(s)': '不明', 'Research Objective': '核融合装置…

この論文は、核融合装置における乱流輸送係数を推定する新しい手法を提示しています。この手法は、密度や温度変動の時系列データの条件付き分散を分析することで、粒子や熱の輸送係数を簡単かつ正確に評価できます。この手法は、トカマクのASDEX Upgradeや stellaratorのWendelstein 7-Xでの実験データ、およびシミュレーションデータでも検証されています。

Estimation of turbulent transport coefficients by the conditional variance method
ENThis paper should be read by fusion researchers and engineers interested in developing accurate and efficient methods for measuring turbulent transport in their experiments.#FusionTransport #TurbulentTransport #ConditionalVariance
LLM向け: {'Title': 'Estimation of turbulent transport coefficients by the conditional var…

This paper presents a novel approach to accurately estimate turbulent transport coefficients in fusion devices using the conditional variance of density or temperature fluctuations. The method is tested on data from ASDEX Upgrade and Wendelstein 7-X, and shows good agreement with more complex measurements, making it a simple and effective way to evaluate particle and heat transport.

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