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Model Order Reduction: A Comparison between Integer and Non-Integer Order Systems Approaches

机译:模型顺序减少:整数和非整数订单系统之间的比较

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摘要

In this paper, classical and non-integer model order reduction methodologies are compared. Non integer order calculus has been used to generalize many classical control strategies. The property of compressing information in modelling systems, distributed in time and space, and the capability of describing long-term memory effects in dynamical systems are two features suggesting also the application of fractional calculus in model order reduction. In the paper, an open loop balanced realization is compared with three approaches based on a non-integer representation of the reduced system. Several case studies are considered and compared. The results confirm the capability of fractional order systems to capture and compress the dynamics of high order systems.
机译:在本文中,比较了古典和非整数模型顺序方法。非整数顺序计数器已​​被用于概括许多古典控制策略。在时间和空间分布的建模系统中压缩信息的特性以及描述动态系统中的长期记忆效应的能力是两个特征,也是在模型顺序减少中的分数微积分的应用。在本文中,将开环平衡实现与基于减少系统的非整数表示的三种方法进行比较。有几种案例研究被考虑并进行比较。结果证实了分数秩序系统捕获和压缩高阶系统动态的能力。

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