使用Mathematica的I型糖尿病的鲁棒控制技术及其图形表示

L. Kovács, B. Paláncz, E. Borbely, Z. Benyó, B. Benyó
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引用次数: 3

摘要

案例研究提出了使用计算机代数的I型糖尿病重症监护患者的Bergman最小模型的现代鲁棒控制方法:干扰抑制LQ控制或极大极小控制(作为经典LQ控制的扩展)和鲁棒H¿控制。结果表明,极大极小控制在实际应用中有一定的局限性,但在有理域上采用简化的Gro¿ner基础,可以逼近理论解,从而得到比LQ更好的解。使用Mathematica 5.2及其CSPS应用程序以及MATLAB 6.5进行符号和数值计算。对于H¿控制,在Mathematica by下实现的频域图形化方法在干扰抑制约束下进行了扩展,并且在所得到的高阶线性控制器的鲁棒性在状态空间的非线性闭环仿真中得到了证明。
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Robust control techniques and its graphical representation in case of Type I diabetes using Mathematica
The case study presents modern robust control methods of the Bergman minimal model of Type I diabetic patients under intensive care using computer algebra: the disturbance rejection LQ control or minimax control (as extension of the classical LQ control) and the robust H¿ control. It is shown the minimax control has limitations in practice, but employing reduced Gro¿bner basis on rational field, it is possible to approximate the theoretical solution and so getting a better solution than LQ does. The symbolic and numeric computations were carried out with Mathematica 5.2 and with its CSPS Application, as well as with MATLAB 6.5. In case of H¿ control, the graphical method in frequency domain- implemented under Mathematica by-is extended with a disturbance rejection constraint and the robustness of the resulted highorder linear controller is demonstrated by nonlinear closed loop simulation in state-space, in case of standard meal disturbances.
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