Modelling and control of a flexible structure using adaptive neuro-fuzzy inference system algorithm
This paper investigates the development of an active vibration control (AVC) mechanism using an adaptive-neuro-fuzzy-inference system (ANFIS) for a flexible plate structure. An ANFIS-AVC strategy based on a direct ANFIS-modelling and control scheme is proposed to characterise the controller characte...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book Section |
| Published: |
Institute of Electrical and Electronics Engineers
2004
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/12128/ http://eprints.utm.my/12128/ http://eprints.utm.my/12128/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Summary: | This paper investigates the development of an active vibration control (AVC) mechanism using an adaptive-neuro-fuzzy-inference system (ANFIS) for a flexible plate structure. An ANFIS-AVC strategy based on a direct ANFIS-modelling and control scheme is proposed to characterise the controller characteristic using an online adaptation and training mechanism. The ANFIS-AVC algorithm thus developed is implemented within a flexible plate simulation environment and its performance in the suppression of deflection at the centre of the plate is assessed. Investigations reveal that the developed ANFIS-AVC control system performs very well in the suppression of vibration of a flexible plate structure. |
|---|