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Nonlinear modeling and identification of a spark ignition engine torque

机译:火花点火发动机扭矩的非线性建模和识别

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摘要

The identification of mathematical models typically nonlinear systems is vital in many fields of engineering. This study presents nonlinear modeling and identification of spark ignition engine torque from input-output measurement. Nonlinear models for the system are obtained for identification purposes. The Hammerstein nonlinear system approach is used for identification of the nonlinear system model. Identification of nonlinear system models is performed using the recursive least squares method. The nonlinear system identification with fifth order linear dynamics gives the best result. And also selection of the second order nonlinearity gives the best result. The results are numerically and graphically presented.
机译:数学模型的识别通常是非线性系统,在许多工程领域中至关重要。这项研究提出了非线性建模和火花点火发动机扭矩从输入输出测量的识别。为了识别目的,获得了系统的非线性模型。 Hammerstein非线性系统方法用于识别非线性系统模型。非线性系统模型的识别使用递归最小二乘法进行。具有五阶线性动力学的非线性系统辨识可提供最佳结果。而且,选择二阶非线性也可以得到最佳结果。结果以数字和图形方式显示。

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