Fixed-Time Adaptive Control With Predefined Tracking Accuracy for Piezoactuators Subject to Stochastic Disturbances

The work aims to solve the high-speed high-precision tracking control problem of piezoactuators in the presence of stochastic disturbances. First, a cascade model composed of the Preisach operator and a class of stochastic nonlinear systems is proposed to describe the sophisticated actuator dynamics during high-speed operation, and then a hysteresis decomposition strategy is developed to transform the Preisach model into an appropriate form tractable to control design so that a robust adaptive fuzzy control framework can be constructed successfully to suppress the hysteresis nonlinearities, and to robustify bounded stochastic disturbances. More importantly, based on such a framework, the fixed-time stability (instead of practical fixed-time stability), and the prescribed steady-state tracking performance can be established simultaneously. Besides theoretical analysis, some experimental tests are also conducted to illustrate the effectiveness of the proposed scheme.

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Institutions

Publication Details

Journal
IEEE Transactions on Circuits and Systems I Regular Papers
Published
2024-11-06
DOI
https://doi.org/10.1109/tcsi.2024.3488791
Citations
4
Primary Topic
Aeroelasticity and Vibration Control
Type
article
Field-Weighted Citation Impact
5.20

Funders

Controls
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article

Fixed-Time Adaptive Control With Predefined Tracking Accuracy for Piezoactuators Subject to Stochastic Disturbances

Hanzhen Xiao, C. L. Philip Chen, Yonghua Wang, Guanyu Lai et al.
4 citations
IEEE Transactions on Circuits and Systems I Regular Papers
Aeroelasticity and Vibration Control
5.20
article

Fixed-Time Adaptive Control With Predefined Tracking Accuracy for Piezoactuators Subject to Stochastic Disturbances

Hanzhen Xiao, C. L. Philip Chen, Yonghua Wang, Guanyu Lai, Liang Li
article en
4 citations

Abstract

The work aims to solve the high-speed high-precision tracking control problem of piezoactuators in the presence of stochastic disturbances. First, a cascade model composed of the Preisach operator and a class of stochastic nonlinear systems is proposed to describe the sophisticated actuator dynamics during high-speed operation, and then a hysteresis decomposition strategy is developed to transform the Preisach model into an appropriate form tractable to control design so that a robust adaptive fuzzy control framework can be constructed successfully to suppress the hysteresis nonlinearities, and to robustify bounded stochastic disturbances. More importantly, based on such a framework, the fixed-time stability (instead of practical fixed-time stability), and the prescribed steady-state tracking performance can be established simultaneously. Besides theoretical analysis, some experimental tests are also conducted to illustrate the effectiveness of the proposed scheme.

IEEE Transactions on Circuits and Systems I Regular PapersVol. 72(7)
Guangdong University of Technology (CN), South China University of Technology (CN)
National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province
Climate action
Openalex Percentile: Top 5%
Aeroelasticity and Vibration Control
5.20
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Fixed-Time Adaptive Control With Predefined Tracking Accuracy for Piezoactuators Subject to Stochastic Disturbances — Hanzhen Xiao, C. L. Philip Chen, et al. · IEEE Transactions on Circuits and Systems I Regular Papers (2024) | TGRS Research Map | TGRS