Robust Vibration Attenuation for Autonomous Robotic Observation Systems

Advanced behavioural studies for social insects such as honeybees demand high-precision mechatronic systems to perform uninterrupted observations. This paper proposes a robust framework to attenuate the vibration generated by the mechatronic part of the Autonomous Robotic Observation and Behavioural Analysis (AROBA) system. The vibration attenuation method proposed in this paper incorporates the output feedback H ∞ approach for input shaping of the acceleration commands to the drive system. The controller is designed based on the state space system identification results for an unknown order linear time-invariant (LTI) model. The output feedback H ∞ is applied to compensate for the modelling uncertainties while regulating the vibration. The results showcase the robust performance obtained from the experiments with the AROBA mechatronic system. The closed-loop system achieved an average vibration signal power below -60 dB which is significantly lower than the value that is not disturbing the bees’ behaviour according to the studies in this field.

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Publication Details

Journal
IFAC-PapersOnLine
Published
2025-01-01
DOI
https://doi.org/10.1016/j.ifacol.2025.10.172
Primary Topic
Bladed Disk Vibration Dynamics
Type
article
Field-Weighted Citation Impact
0.00
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article

Robust Vibration Attenuation for Autonomous Robotic Observation Systems

Mohsen Zahmatkesh, Fatemeh Rekabi-Bana, Tomáš Vintr, Martin Stefanec et al.
IFAC-PapersOnLine
Bladed Disk Vibration Dynamics
article

Robust Vibration Attenuation for Autonomous Robotic Observation Systems

Mohsen Zahmatkesh, Fatemeh Rekabi-Bana, Tomáš Vintr, Martin Stefanec, Honghao Pan, Tomáš Krajník, Mahmood Saadat
article en

Abstract

Advanced behavioural studies for social insects such as honeybees demand high-precision mechatronic systems to perform uninterrupted observations. This paper proposes a robust framework to attenuate the vibration generated by the mechatronic part of the Autonomous Robotic Observation and Behavioural Analysis (AROBA) system. The vibration attenuation method proposed in this paper incorporates the output feedback H ∞ approach for input shaping of the acceleration commands to the drive system. The controller is designed based on the state space system identification results for an unknown order linear time-invariant (LTI) model. The output feedback H ∞ is applied to compensate for the modelling uncertainties while regulating the vibration. The results showcase the robust performance obtained from the experiments with the AROBA mechatronic system. The closed-loop system achieved an average vibration signal power below -60 dB which is significantly lower than the value that is not disturbing the bees’ behaviour according to the studies in this field.

IFAC-PapersOnLineVol. 59(17)
University of Graz (AT), Durham University (GB), Institute of Zoology (KZ), Czech Technical University in Prague (CZ)
Openalex Percentile: Top 66%
Bladed Disk Vibration Dynamics
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