LAPSE:2023.11966
Published Article
LAPSE:2023.11966
Normalized-Model Reference System for Parameter Estimation of Induction Motors
Adolfo Véliz-Tejo, Juan Carlos Travieso-Torres, Andrés A. Peters, Andrés Mora, Felipe Leiva-Silva
February 28, 2023
Abstract
This manuscript proposes a short tuning march algorithm to estimate induction motors (IM) electrical and mechanical parameters. It has two main novel proposals. First, it starts by presenting a normalized-model reference adaptive system (N-MRAS) that extends a recently proposed normalized model reference adaptive controller for parameter estimation of higher-order nonlinear systems, adding filtering. Second, it proposes persistent exciting (PE) rules for the input amplitude. This N-MRAS normalizes the information vector and identification adaptive law gains for a more straightforward tuning method, avoiding trial and error. Later, two N-MRAS designs consider estimating IM electrical and mechanical parameters. Finally, the proposed algorithm considers starting with a V/f speed control strategy, applying a persistently exciting voltage and frequency, and applying the two designed N-MRAS. Test bench experiments validate the efficacy of the proposed algorithm for a 10 HP IM.
Keywords
adaptive systems, induction motors, nonlinear dynamical systems, parameter estimation, persistent excitation
Suggested Citation
Véliz-Tejo A, Travieso-Torres JC, Peters AA, Mora A, Leiva-Silva F. Normalized-Model Reference System for Parameter Estimation of Induction Motors. (2023). LAPSE:2023.11966
Author Affiliations
Véliz-Tejo A: Department of Electrical Engineering, Universidad Técnica Federico Santa María, Santiago 8940572, Chile
Travieso-Torres JC: Department of Industrial Technologies, University of Santiago de Chile, Santiago 9170125, Chile [ORCID]
Peters AA: Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez, Santiago 7941169, Chile [ORCID]
Mora A: Department of Electrical Engineering, Universidad Técnica Federico Santa María, Santiago 8940572, Chile [ORCID]
Leiva-Silva F: Department of Industrial Technologies, University of Santiago de Chile, Santiago 9170125, Chile
Journal Name
Energies
Volume
15
Issue
13
First Page
4542
Year
2022
Publication Date
2022-06-21
ISSN
1996-1073
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Original Submission
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PII: en15134542, Publication Type: Journal Article
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LAPSE:2023.11966
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https://doi.org/10.3390/en15134542
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