Research Article

[Retracted] Order Management and Completion Date Prediction of Manufacturing Job-Shop Based on Deep Learning

Table 3

Experimental results of different models.

SourceJob-shop 1Job-shop 2

Model typeOur modelStacked autoencoder1DCNNOur modelStacked autoencoder1DCNN
Prediction accuracy of manufacturing activities79.1574.5271.5177.3576.2671.38
Prediction error of completion time1.652.41—1.561.61—

Note: 1DCNN is short for the one-dimensional convolutional neural network.