Title :
Modeling of manufacturing systems using neural networks
Author :
Shtay, Eng Alaa ; El-Fauly, Tarek ; Aly, Dr Gamal M
Author_Institution :
Fac. of Eng., Ain Shams Univ., Cairo, Egypt
Abstract :
The paper investigates the use of artificial neural networks in modeling and control of manufacturing systems. It´s approach by the form of neural networks, for the various elements of a manufacturing system. The modeling approximates discrete systems by continuous models. The suggested model is applied to the approximation of the manufacturing system, and trained to control the machines to achieve the desired targets.
Keywords :
computer aided production planning; discrete event systems; manufacturing systems; neural nets; production control; artificial neural networks; discrete systems; manufacturing systems control; manufacturing systems modeling; productivity; Artificial neural networks; Computer networks; Continuous production; Control system synthesis; Manufacturing systems; Neural networks; Neurons; Power system modeling; Production systems; Virtual manufacturing;
Conference_Titel :
Physics and Control, 2003. Proceedings. 2003 International Conference
Print_ISBN :
0-7803-7939-X
DOI :
10.1109/PHYCON.2003.1236815
