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Simulation of Open-loop Plasma Vertical Movement Response in the Damavand Tokamak Using Closed-loop Subspace System Identification

机译:大气中开环等离子体垂直运动响应的数值模拟   Damavand Tokamak使用闭环子空间系统识别

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摘要

A formulation of a multi-input single-output closed-loop subspace method forsystem identification is employed for the purpose of obtaining control-relevantmodel of the vacuum-plasma response in the Damavand tokamak. Such a model isparticularly well suited for robust controller design. The accuracy of theestimate of the plant dynamics is estimated by different experiments. Themethod has been described in this paper is a worst-case identificationtechnique, that aims to minimize the error between the identified model and thetrue plant. The fitness of the identified model around defined operating pointis more than 90% and compared with physical-based model it has better root meansquare measure of the goodness of fit.
机译:为了获得Damavand托卡马克中真空等离子体反应的控制相关模型,采用了一种用于系统识别的多输入单输出闭环子空间方法。这样的模型特别适合于鲁棒的控制器设计。通过不同的实验可以估算出植物动态估计的准确性。本文所描述的方法是一种最坏情况的识别技术,旨在最小化所识别模型与真实设备之间的误差。所确定的模型在定义的工作点周围的适应度超过90%,与基于物理的模型相比,它具有更好的均方根拟合优度度量。

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