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Control Design for Nonlinear Systems via Controller with Quasi-fixed Parameters

机译:用准固定参数通过控制器控制非线性系统的控制设计

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The paper presents an approach to design a control of nonlinear dynamical systems based on the extended linearization technique of a mathematical model of an object such that a given quadratic cost function is minimized. In this case, the coefficients of the nonlinear controller are determined by solving Riccati matrix equation with state dependent parameters. A realizability problem of the controller of this sort is computational complexity of the realtime solution. The proposed approach solves the problem by controller coefficients searching at each control time subinterval of the whole control time interval. The presented methodology is illustrated by designing chemotherapy administration for the cancer treatment. The mathematical model of the cancer growth includes interaction between tumor cells, healthy normal cells and activated immune cells. Numerical results show effectiveness of the solutions obtained.
机译:本文介绍了一种基于对象的数学模型的扩展线性化技术来设计对非线性动力学系统的控制的方法,使得给定的二次成本函数最小化。在这种情况下,非线性控制器的系数通过求解具有状态相关参数的Riccati矩阵方程来确定。这种控制器的可实现性问题是实时解决方案的计算复杂性。所提出的方法通过控制器系数在整个控制时间间隔的每个控制时间子宫内搜索的控制器系数解决问题。通过设计癌症治疗的化疗施用来说明所提出的方法。癌症生长的数学模型包括肿瘤细胞,健康正常细胞和活化免疫细胞之间的相互作用。数值结果显示所获得的溶液的有效性。

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