Description

Deep neural network for manufacturing quality prediction-Deep Learning projects-Matlab

In this project,for manufacturing quality prediction based on deep neural network(DNN).Now a days product quality is affected by many multiparameters in manufacturing process.

To address this issue,deep neural network(DNN),consisting of deep belief network(DBN)in the bottom and a regression layer on the top, is proposed system in this  project.The DBN uses a greedy algorithm for unsupervised feature learning.This is improved for quality prediction,thus achieving the quality control of designed products at the product design stage.In this manufacturing system multiparameter with investigated by the proposed DNN model

The results demonstrated that the proposed algorithm for quality prediction obtained better accuracy.Deep learning technique is most promising in manufacturing quality prediction.