Title
Modeling and Adaptive Compensation of Unknown Multiple Frequency Vibrations for the Stabilization and Control of an Active Isolation System.
Abstract
To realize the isolation from the deleterious vibration source, it is essential to model the vibration's physical characteristic and then compensate for it in the control scheme. However, most current research studies of active isolator treat the vibration as bounded lumped blocks or linear fashions in the system analysis. Therefore, it unavoidably results in unsatisfying isolation in practical applications. In this paper, the modeling technique on multiple frequency vibrations is first developed to pave the way for the controller formulation. Subsequently, a novel adaptive compensation network is constructed, which aims to compensate for the vibration's physical property. In what follows, an adaptive neural controller is proposed for stabilizing the active isolation system. Guaranteed by the Lyapunov method, all signals in the closed-loop system are kept stable during the vibration suppression. Finally, the comparative results are presented to validate the proposed scheme's effectiveness.
Year
DOI
Venue
2016
10.1109/TCST.2015.2467205
IEEE Trans. Contr. Sys. Techn.
Keywords
Field
DocType
Vibrations,Isolators,Frequency control,Adaptation models,Adaptive systems,Joints,Actuators
Lyapunov function,Control theory,Adaptive system,Control theory,Vibration isolation,Automatic frequency control,Control engineering,Vibration,Isolator,Mathematics,Actuator
Journal
Volume
Issue
ISSN
24
3
1063-6536
Citations 
PageRank 
References 
8
0.57
27
Authors
4
Name
Order
Citations
PageRank
Ci Chen124710.91
Zhi Liu2107853.09
Yun Zhang357630.23
Chun Lung Philip Chen41447.18