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ANFIS Modelling of Flexible Plate Structure

Authors: A. A. M. Al-Khafaji --- Al-Khafaji --- I. Z. Mat Darus --- M. F. Jamid
Journal: Iraqi Journal for Electrical And Electronic Engineering المجلة العراقية للهندسة الكهربائية والالكترونية ISSN: 18145892 Year: 2010 Volume: 6 Issue: 1 Pages: 78-82
Publisher: Basrah University جامعة البصرة

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Abstract

This paper presented an investigation into the performance of system identification using anAdaptive Neuro-Fuzzy Inference System (ANFIS) technique for the dynamic modelling of a twodimensionalflexible 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 formodelling the system with highly accurate results. The accuracy of the modelling results isdemonstrated through validation tests including training and test validation and correlation tests.

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