LAPSE:2023.17008
Published Article
LAPSE:2023.17008
Application of Multilayer Observer for a Drive System with Flexibility
March 6, 2023
Abstract
This paper proposes a new estimation algorithm based on the Luenberger observer methodology and multilayer concept. The proposed multi-layer Luenberger observer (MLO) is implemented in the control structure designated for a two-mass system. Two types of aggregation mechanism are evaluated in the paper. The MLO ensures better estimation quality of the mechanical state variables: motor speed, shaft torque, load speed and load torque, as compared to the classical single observer. The more accurate estimated states, the more precise closed-loop control is guaranteed. MLO is designated for the system where initial conditions of the plant are not known or the state variables can change rapidly (load torque in the considered case). The estimation algorithm and control strategy is evaluated through simulation and experimental tests. The obtained results confirm efficiency of the proposed MLO.
Keywords
multi-layer observer, servo system, state estimation, torsional vibration
Suggested Citation
Wróbel K, Śleszycki K, Szabat K, Katsura S. Application of Multilayer Observer for a Drive System with Flexibility. (2023). LAPSE:2023.17008
Author Affiliations
Wróbel K: Department of Electrical Drives and Measurements, Wrocław University of Science and Technology, PL50370 Wrocław, Poland [ORCID]
Śleszycki K: Department of Electrical Drives and Measurements, Wrocław University of Science and Technology, PL50370 Wrocław, Poland [ORCID]
Szabat K: Department of Electrical Drives and Measurements, Wrocław University of Science and Technology, PL50370 Wrocław, Poland
Katsura S: Department of System Design Engineering, Keio University, Yokohama 223-8522, Japan [ORCID]
Journal Name
Energies
Volume
14
Issue
24
First Page
8479
Year
2021
Publication Date
2021-12-15
ISSN
1996-1073
Version Comments
Original Submission
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PII: en14248479, Publication Type: Journal Article
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LAPSE:2023.17008
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https://doi.org/10.3390/en14248479
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