2024
DOI: 10.1063/5.0187031
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Identification method for a fractional-order system in terms of equivalent dynamic properties

Minjuan Yuan,
Wei Xu,
Fawang Liu
et al.

Abstract: In this paper, we introduce an efficient method for identifying fractional dynamic systems using extended sparse regression and cross-validation techniques. The former identifies equations that fit the data with varying candidate functions, while the latter determines the optimal equation with the fewest terms yet ensuring accuracy. The identified optimal equation is expected to share the same dynamic properties as the original fractional system. Unlike previous studies focusing on efficiently computing fracti… Show more

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