Recursive solution of systems modeled by state space and multi-delay systems via first and second order taylor series

G. Sarkar, A. Deb, Suchismita Ghosh
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引用次数: 3

Abstract

The paper presents a recursive method using Taylor series to solve the states of time invariant control systems with and without delay. First of all, the Taylor series, both first and second order, are utilized to solve the state equation of a linear time invariant (LTI) system recursively. Subsequently, a recursive algorithm is proposed for solving an LTI system with delay. The states of the system solved using Taylor series are compared with exact solutions. The approach is much simpler than other established methods, and also, it proves to be reasonably accurate. The recursive algorithm presented avoids the use of any delay matrices. As expected, for same number of recursion steps, the second order Taylor series solution proves to be more efficient than the first order Taylor series approach. Examples are treated and the results obtained are presented via tables and graphs.
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状态空间和多延迟系统的一阶和二阶泰勒级数递推解
本文提出了一种用泰勒级数求解有时滞和无时滞时不变控制系统状态的递推方法。首先,利用一阶和二阶泰勒级数递归求解线性时不变系统的状态方程。在此基础上,提出了一种求解时滞LTI系统的递归算法。将用泰勒级数求解的系统状态与精确解进行了比较。该方法比其他已建立的方法简单得多,而且具有一定的准确性。所提出的递归算法避免使用任何延迟矩阵。正如预期的那样,对于相同数量的递归步骤,二阶泰勒级数解被证明比一阶泰勒级数方法更有效。对实例进行了处理,并以表格和图表的形式给出了所得结果。
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