Closed Loop System Identification Using Fractional Order Models

The growing digitalization of industrial processes under Industry 4.0 has encouraged the adoption of digital twins for process optimization; However, many of these processes are in closed loop and open loop identification techniques are not the most suitable for model estimation. In this work, it is proposed to use the Youla parametrization to transform the closed-loop identification problem into an open-loop one but using fractional models, starting from a known fractional controller to then experimentally estimate the process model, the proposal is evaluated through simulations in various closed loop systems

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Publication Details

Published
2024-11-18
DOI
https://doi.org/10.1109/urucon63440.2024.10850310
Citations
1
Primary Topic
Control Systems and Identification
Type
article
Field-Weighted Citation Impact
0.33

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article

Closed Loop System Identification Using Fractional Order Models

Hanna Aboukheir, Antonio Di Teodoro
1 citations
Control Systems and Identification
0.33
article

Closed Loop System Identification Using Fractional Order Models

Hanna Aboukheir, Antonio Di Teodoro
article en
1 citations

Abstract

The growing digitalization of industrial processes under Industry 4.0 has encouraged the adoption of digital twins for process optimization; However, many of these processes are in closed loop and open loop identification techniques are not the most suitable for model estimation. In this work, it is proposed to use the Youla parametrization to transform the closed-loop identification problem into an open-loop one but using fractional models, starting from a known fractional controller to then experimentally estimate the process model, the proposal is evaluated through simulations in various closed loop systems

Universidad San Francisco de Quito (EC)
Universidad San Francisco de Quito
Openalex Percentile: Top 37%
Control Systems and Identification
0.33
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Closed Loop System Identification Using Fractional Order Models — Hanna Aboukheir, Antonio Di Teodoro · (2024) | TGRS Research Map | TGRS