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A Procedure for Obtaining Multi Input Multi Output Volterra Models From Port-Based Nonlinear Differential Equations

机译:从基于端口的非线性微分方程获得多输入多输出Volterra模型的过程

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Physical nonlinear dynamic systems have traditionally been modeled using nonlinear ordinary differential equations (ODEs). One solution technique for single-input, single-output (SISO) nonlinear ODEs is obtained through a Volterra transfer function. Applying this solution technique for multi-input, multi-output (MIMO) nonlinear ODEs is complicated due to the difficulty of analytically determining MIMO Volterra kernels. In this work a procedure to obtain frequency domain MIMO Volterra models from external port-based nonlinear ODEs is presented. In a port-based model the number of system inputs is equal to the number of system outputs. Port-based models are important because any physical system can be modeled using ports. An example of a two-port nonlinear ODE is presented and different truncated MIMO Volterra transfer function models are obtained. The truncated Volterra model responses are then compared to the nonlinear ODE model response.
机译:传统上,物理非线性动力学系统是使用非线性常微分方程(ODE)建模的。通过Volterra传递函数获得了一种用于单输入单输出(SISO)非线性ODE的解决方案技术。由于难以解析地确定MIMO Volterra内核,因此将该解决方案技术应用于多输入多输出(MIMO)非线性ODE十分复杂。在这项工作中,提出了从基于外部端口的非线性ODE获得频域MIMO Volterra模型的过程。在基于端口的模型中,系统输入的数量等于系统输出的数量。基于端口的模型很重要,因为可以使用端口对任何物理系统进行建模。给出了一个两端口非线性ODE的示例,并获得了不同的截短MIMO Volterra传递函数模型。然后将截断的Volterra模型响应与非线性ODE模型响应进行比较。

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    《》|2007年|828-833|共6页
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    Motato; Elliot; Radcliffe; Clark J;

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