基于线性矩阵不等式的1型糖尿病模型鲁棒控制器设计

P. Szalay, G. Eigner, L. Kovács
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引用次数: 34

摘要

摘要:本文研究了一种复杂的鲁棒非线性控制器的能力,该控制器直接设计用于广泛使用的高阶非线性1型糖尿病(T1DM)模型,以减少对患者依从性的依赖,并回答诸如避免低血糖等实际要求。由此产生的控制器可以在名义条件下表现良好,但即使在极端情况下也能保持这种性能,例如高碳水化合物摄入量,拒绝低血糖发作。
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Linear Matrix Inequality-based Robust Controller design for Type-1 Diabetes Model
Abstract This paper investigates the capabilities of a sophisticated robust nonlinear controller designed directly for a widely known and used high-order nonlinear type 1 diabetes (T1DM) model to lessen the dependency from patient compliance and to answer practical requirements such as avoiding hypoglycaemia. The resulting controller can perform adequately in nominal conditions, but expected to keep this performance even in extreme situations, e.g. high carbohydrate intake, rejecting hypoglycaemic episodes.
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