Title :
Implementation of neural networks in foundation fieldbus environment using standard function blocks
Author :
Silva, Diego R C ; Neto, Adrão D Dória ; Melo, Jorge D. ; Guedes, Luiz Affonso
Author_Institution :
Dept. of Comput. & Autom. Eng., Fed. Univ. of Rio Grande do Norte, Campus de Lagoa Nova
Abstract :
This paper presents an implementation approach of artificial neural networks in industrial network environment, through the use of function blocks standardized by field-bus foundation (FF). This enables the implementation of a wide range of applications that involve this mathematical tool, such as intelligent control, failure detection, etc in standard FF system. For validation propose, some examples are presented from of real experiments
Keywords :
field buses; industrial control; neural nets; artificial neural network; failure detection; foundation fieldbus environment; industrial network environment; intelligent control; mathematical tool; standard function blocks; Automatic control; Automation; Communication system control; Control systems; Electrical equipment industry; Field buses; Intelligent networks; Neural networks; Programmable control; Transducers;
Conference_Titel :
Emerging Technologies and Factory Automation, 2005. ETFA 2005. 10th IEEE Conference on
Conference_Location :
Catania
Print_ISBN :
0-7803-9401-1
DOI :
10.1109/ETFA.2005.1612698
