DocumentCode
2564612
Title
Electromechanical model-based vibration isolation using a dielectric elastomer actuator
Author
Sarban, Rahimullah ; Jones, Richard W.
Author_Institution
Danfoss PolyPower A/S, Nordborg, Denmark
fYear
2011
fDate
13-15 April 2011
Firstpage
603
Lastpage
608
Abstract
The use of a dielectric elastomer (DE) tubular actuator for adaptive vibration isolation, where an electromechanical model of the actuator is utilised as part of the estimation scheme is examined. Active vibration isolation, with time varying loads, is considered. Adaptive estimation of a black-box cancellation path model is normally required to ensure convergence of the filtered-x least mean squares (LMS) estimated feedforward controller. Here the feasibility of using a physical-based electromechanical model of the combined DE actuator and its `sensitive´ load as the cancellation path model is investigated. The current implementation involves auto-tuning a FIR filter representation of the physical-based cancellation path model whenever a loading change in the system is detected. When the FIR filter representation has been updated the adaptive feedforward control automatically turns back on. Load sensing is required to supply a value of the time-varying load to the model.
Keywords
FIR filters; adaptive control; electroactive polymer actuators; electromechanical actuators; feedforward; least mean squares methods; vibration control; FIR filter representation; adaptive estimation; adaptive feedforward controller; adaptive vibration isolation; black-box cancellation path model; dielectric elastomer tubular actuator; filtered-x least mean squares; load sensing; physical-based cancellation path model; physical-based electromechanical model; time varying loads; Actuators; Electrodes; Feedforward neural networks; Finite impulse response filter; Instruments; Polymers; Vibrations; Vibration isolation; cancellation path modelling; electromechanical model dielectric elastomer; feedforward adaptive control;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics (ICM), 2011 IEEE International Conference on
Conference_Location
Istanbul
Print_ISBN
978-1-61284-982-9
Type
conf
DOI
10.1109/ICMECH.2011.5971187
Filename
5971187
Link To Document