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Application of regression analysis to deriving measurement formulas for feedback control of plasma shape in JT-60

M Matsukawa, N Hosogane, H Ninomiya1992年Plasma Physics and Controlled FusionIF 2.2出版社

The stepwise regression procedure was applied to obtain measurement formulas for equilibrium parameters used in the feedback control of JT-60, because the measurement formulas for feedback control of a D-shaped divertor plasma position and shape could not be derived from an analytical approach. This procedure automatically selects the predictor variables required to identify the plasma control parameters to leave as few variables as possible. The measurement formulas obtained are simple and compact, making them suitable for rapid calculation in a digitized feedback control system. The resultant control system proved to be stable and reliable, and it was experimentally confirmed that the measurement formulas obtained through this procedure were accurate enough to be applicable to the feedback control of plasma configurations in JT-60.

日本語訳

ステップワイズ回帰手順を適用して、JT-60のフィードバック制御に用いる平衡パラメータの計測式を得た。これは、D字型ダイバータプラズマの位置および形状のフィードバック制御のための計測式を解析的な手法から導出することができなかったためである。この手順は、プラズマ制御パラメータを同定するために必要な予測変数を自動的に選択し、変数の数を可能な限り少なくする。得られた計測式は簡潔かつコンパクトであり、デジタル化されたフィードバック制御システムにおける高速計算に適している。その結果得られた制御システムは安定かつ信頼性が高いことが実証され、この手順により得られた計測式がJT-60のプラズマ配位のフィードバック制御に適用可能な十分な精度を有することが実験的に確認された。

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