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ON STRUCTURAL IDENTIFIABILITY OF SYSTEM PARAMETERS OF LINEAR MODELS

机译:线性模型系统参数的结构可辨识性

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Investigation of structural identifiability of even linear dynamical models requires complicated algebraic manipulations with use of computer algebra methods. In present work very efficient approach to testing both local and global identifiability of system parameters is offered which does not require too complex algebraic computations and therefore allows to increase the dimension of testable models. In addition to consideration of general case two widely used classes of model structures are studied. Illustrative example is given to show advantages of the approach.
机译:甚至线性动力学模型的结构可识别性研究都需要使用计算机代数方法进行复杂的代数运算。在当前的工作中,提供了一种非常有效的方法来测试系统参数的局部和全局可识别性,该方法不需要太复杂的代数计算,因此允许增加可测试模型的尺寸。除了考虑一般情况外,还研究了两类广泛使用的模型结构。给出了说明性示例以显示该方法的优点。

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