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System identification of a gyroscopic rotor throughout rotor-model-free control using the frequency domain LMS

Jungblut, Jens ; Fischer, Christian ; Rinderknecht, Stephan (2022)
System identification of a gyroscopic rotor throughout rotor-model-free control using the frequency domain LMS.
In: IFAC-PapersOnLine, 55 (25)
doi: 10.1016/j.ifacol.2022.09.350
Artikel, Bibliographie

Kurzbeschreibung (Abstract)

A gyroscopic rotor is controlled and studied. A rotor-model-free control which is based on the transform domain least mean squares algorithm is implemented. An algorithm is proposed which compensates the delay of the transformation for quasi-periodic signals. Experiments show that this algorithm has a positive effect on the first resonance and that it is sufficient to compute the transformation only once per revolution. The rotor-model-free control is then used to excite the system during operation for its identification. A non-parametric model is estimated using two run-outs, one with and one without adaptive feedforward control. Transient phenomena occur after passing the first lightly damped resonance causing a distortion in the estimation. This is remedied by fitting a modal model to the estimation.

Typ des Eintrags: Artikel
Erschienen: 2022
Autor(en): Jungblut, Jens ; Fischer, Christian ; Rinderknecht, Stephan
Art des Eintrags: Bibliographie
Titel: System identification of a gyroscopic rotor throughout rotor-model-free control using the frequency domain LMS
Sprache: Englisch
Publikationsjahr: 30 August 2022
Verlag: Elsevier
Titel der Zeitschrift, Zeitung oder Schriftenreihe: IFAC-PapersOnLine
Jahrgang/Volume einer Zeitschrift: 55
(Heft-)Nummer: 25
DOI: 10.1016/j.ifacol.2022.09.350
URL / URN: https://www.sciencedirect.com/science/article/pii/S240589632...
Kurzbeschreibung (Abstract):

A gyroscopic rotor is controlled and studied. A rotor-model-free control which is based on the transform domain least mean squares algorithm is implemented. An algorithm is proposed which compensates the delay of the transformation for quasi-periodic signals. Experiments show that this algorithm has a positive effect on the first resonance and that it is sufficient to compute the transformation only once per revolution. The rotor-model-free control is then used to excite the system during operation for its identification. A non-parametric model is estimated using two run-outs, one with and one without adaptive feedforward control. Transient phenomena occur after passing the first lightly damped resonance causing a distortion in the estimation. This is remedied by fitting a modal model to the estimation.

Freie Schlagworte: Piezoelectric Bearing, Rotor Dynamics, System Identification
Fachbereich(e)/-gebiet(e): 16 Fachbereich Maschinenbau
16 Fachbereich Maschinenbau > Institut für Mechatronische Systeme im Maschinenbau (IMS)
Hinterlegungsdatum: 13 Dez 2022 06:43
Letzte Änderung: 13 Dez 2022 09:39
PPN: 502525908
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