Title :
Fault Neural Classifier Applied to a Level Control Real System
Author :
Fernandes, Raphaela G. ; Silva, Diego R C ; De Oliveira, Luiz A H G ; Neto, Adriao D D
Author_Institution :
Univ. Fed. do Rio Grande do Norte, Natal
Abstract :
This work presents the development of a fault detection and isolation system applied to a system of real levels connected by fieldbus network. The system was developed using artificial neural networks and tested just as much in a simulated environment as in real environment intending to highlight difficulties found in real tests which there is not when one works only with simulation.
Keywords :
fault location; industrial plants; level control; neurocontrollers; artificial neural network; fault detection; fault neural classifier; fieldbus network; isolation system; level control real system; Artificial neural networks; Automation; Fault detection; Fault diagnosis; Field buses; Level control; Mathematical model; Redundancy; Sensor phenomena and characterization; System testing;
Conference_Titel :
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location :
Vigo
Print_ISBN :
978-1-4244-0754-5
Electronic_ISBN :
978-1-4244-0755-2
DOI :
10.1109/ISIE.2007.4374872
