Title :
ANFIS modelling of flexible plate structure
Author :
Al-Khafaji, A.A.M. ; Darus, I. Z Mat ; Jamid, M.F.
Author_Institution :
Dept. of Appl. Mech., Univ. Teknol. Malaysia, Skudai, Malaysia
fDate :
Nov. 30 2010-Dec. 2 2010
Abstract :
This paper presented an investigation into the performance of system identification using an Adaptive Neuro-Fuzzy Inference System (ANFIS) technique for the dynamic modelling of a two-dimensional flexible plate structure. It is confirmed experimentally, using National Instrumentation (NI) Data Acquisition System (DAQ) and flexible plate test rig that ANFIS can be effectively used for modelling the system with highly accurate results. The accuracy of the modelling results is demonstrated through validation tests including training and test validation and correlation tests.
Keywords :
adaptive systems; fuzzy neural nets; inference mechanisms; plates (structures); ANFIS modelling; adaptive neurofuzzy inference system; data acquisition system; dynamic modelling; flexible plate test rig; system identification; two-dimensional flexible plate structure; Adaptation model; Adaptive systems; Computational modeling; Correlation; Mathematical model; Vibration control; Vibrations; Active Vibration Control; Adaptive Neuro-Fuzzy Inference System; Dynamic modelling; Flexible Plate; System Identification;
Conference_Titel :
Energy, Power and Control (EPC-IQ), 2010 1st International Conference on
Conference_Location :
Basrah
Electronic_ISBN :
978-0-9568330-0-6
