Learning the manufacturing capabilities of machining and finishing processes using a deep neural network model

In this work, we present a deep neural network model to automatically learn the capabilities of discrete manufacturing processes such as machining and finishing from design and manufacturing data. By concatenating a 3D Convolutional Neural Network (3D CNN) with a simple Multilayer Perceptron (MLP),...

Ausführliche Beschreibung