Artykuł

Vol: 33 , Nr: 4 , Art.: 3
Tytuł / Title:
Artifical neural networks in modeling the high pressure, suspension waterjet cutting
Autorzy / Authors:
PEREC Andrzej
Swiss Federal Institute of Technology in Zurich
Słowa kluczowe / key words:
artificial neural networks, waterjet, modelling
Streszczenie / Summary:

This article presents the role of artificial neural networks in use of hydroabrassive suspensive
jet cut process in laminate treatment. Three-ply layer perceptron type network with an error
backpropagation learning algorithm was applied to describe this process. The article provides
detailed description of neural network. This neural network simulates the treatment process and
predicts its efficiency due to given parameters. The results were confronted with the laboratory
results of complex studies on parameters of cutting laminate with a hydroabrasive suspension jet,
whose pressure is reduced to 30 MPa.