Identification and Modeling of the Dynamical Object with the use of HIL Technique

This article presents a comparison of a classical approach to identification of unstable object and an approach based on artificial neural networks. Model verification is carried out based on the Quanser Qube-Servo object with the using of myRIO Real-Time controller as target. It is shown that model identification using neural networks gives a more accurate representation of the object. In addition, the Hardware-in-the-loop (HIL) technique is discussed and used, for implement of the control algorithm.

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Publication Details

Journal
Journal of Automation Mobile Robotics & Intelligent Systems
Published
2024-09-03
DOI
https://doi.org/10.14313/jamris/3-2024/21
Primary Topic
Image Processing and 3D Reconstruction
Type
article
Field-Weighted Citation Impact
0.00
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article

Identification and Modeling of the Dynamical Object with the use of HIL Technique

Łukasz Sajewski, Przemyslaw Karwowski
Journal of Automation Mobile Robotics & Intelligent Systems
Image Processing and 3D Reconstruction
article

Identification and Modeling of the Dynamical Object with the use of HIL Technique

Łukasz Sajewski, Przemyslaw Karwowski
article en

Abstract

This article presents a comparison of a classical approach to identification of unstable object and an approach based on artificial neural networks. Model verification is carried out based on the Quanser Qube-Servo object with the using of myRIO Real-Time controller as target. It is shown that model identification using neural networks gives a more accurate representation of the object. In addition, the Hardware-in-the-loop (HIL) technique is discussed and used, for implement of the control algorithm.

Journal of Automation Mobile Robotics & Intelligent Systems
Bialystok University of Technology (PL)
Openalex Percentile: Top 86%
Image Processing and 3D Reconstruction
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