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Intelligent prediction of milling strategy using neural networks
Klančnik, Simon ; Balič, Jože ; Čuš, Franc, 1953-
This paper presents the prediction of milling toolpath strategy using Artificial Neural Network (ANN), by taking the predefined technological objectives into account. In the presented case, the best ...possible surface quality of a machined surface was taken as the primary technological aim. Thi spaper shows how feature extraction from a 3D CAD model, and classification using a self-organizing neural network, are done. The experimental results presented in this paper suggest that the prediction of milling strategy using the self-organizing neural network (SOM) is effective.
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