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Higher order discretisations methods for a class of 2D continuous-discrete linear systems

机译:一类二维连续离散线性系统的高阶离散方法

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摘要

Differential linear repetitive processes are a distinct class of two-dimensional linear systems which can be used, for example, to model industrial processes such as long-wall coal cutting operations. Also they can be used to study key properties of classes of linear iterative learning schemes. The key feautre of interest in this paper is the fact that information propragation in one of the two separate directions in such processes evolves continuously over a finite fixed duration and in the other direction it is, in effect, discrete. The paper develops discrete approximations for the dynamics of these processes and examines the effects of the approximation techniques used on two key systems-related properties. These are stability and the structure of the resulting discrete state-space models. Some ongoing work and areas for further development are also briefly noted.
机译:差分线性重复过程是一类独特的二维线性系统,可用于例如建模工业过程,例如长壁采煤操作。它们也可以用于研究线性迭代学习方案类别的关键属性。本文关注的重点是,在这样的过程中,两个独立方向之一上的信息传播在有限的固定持续时间内不断发展,而实际上在另一个方向上则是离散的。本文为这些过程的动力学开发了离散逼近,并研究了逼近技术对两个关键系统相关属性的影响。这些是稳定性和所得离散状态空间模型的结构。还简要指出了一些正在进行的工作和需要进一步发展的领域。

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