Wyniki wyszukiwania - BazTech

Ograniczanie wyników

1 Acta Mechanica et Automatica

1 2021

Znaleziono wyników: 1

Liczba wyników na stronie

Wyniki wyszukiwania

Wyszukiwano:
w słowach kluczowych: neural - fuzzy approach

Sortuj według:

Ogranicz wyniki do:

A neural-fuzzy approach for fault diagnosis of hybrid dynamical systems: demonstration on three-tank system

Achbi Mohammed Said, Kechida Sihem, Mhamdi Lotfi, Dhouibi Hedi

Acta Mechanica et Automatica

2021

Vol. 15, no. 1

1--8

This work is part of the diagnostic field of hybrid dynamic systems (HDS) whose objective is to ensure proper operation of industrial facilities. The study is initially oriented to the modelling approach dedicated to hybrid dynamical systems (HDS). The objective is to look for an adequate model encompassing both aspects (continuous and event). Then, fault diagnosis technique is synthesised using artificial intelligence (AI) techniques. The idea is to introduce a hybrid version combining neural networks and fuzzy logic for residual generation and evaluation. The proposed approach is then validated on three tank system. The modelling and diagnosis approaches are developed using MATLAB/Simulink environment.