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

fYear

2010

fDate

Nov. 30 2010-Dec. 2 2010

Firstpage

78

Lastpage

82

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Energy, Power and Control (EPC-IQ), 2010 1st International Conference on

Conference_Location

Basrah

Electronic_ISBN

978-0-9568330-0-6

Type

conf

Filename

5767353