Eventos Anais de eventos
COBEM 2017
24th ABCM International Congress of Mechanical Engineering
Different Methods for Updating The Modified ANFIS Parameters
Submission Author:
Fábio Meneghetti Ugulino de Araújo , RN
Co-Authors:
José Kleiton Ewerton da Costa Martins, Fábio Meneghetti Ugulino de Araújo
Presenter: Mário Sérgio Freitas Ferreira Cavalcante
doi://10.26678/ABCM.COBEM2017.COB17-0639
Abstract
This paper aims compare different methods for updating the modified ANFIS parameters. It was used a Quanser Heat Flow Experiment in order to make their identification. The results show that the replacement of the least squares estimate method to the training of the consequent by identification from step response measurements has satisfying results as well the use of backpropagation for updating premise and consequent parameters of modified ANFIS.
Keywords
Modified ANFIS, Nonlinear systems identification, Linear identification methods
