Research Article
[Retracted] Order Management and Completion Date Prediction of Manufacturing Job-Shop Based on Deep Learning
Table 3
Experimental results of different models.
| | Source | Job-shop 1 | Job-shop 2 |
| | Model type | Our model | Stacked autoencoder | 1DCNN | Our model | Stacked autoencoder | 1DCNN | | Prediction accuracy of manufacturing activities | 79.15 | 74.52 | 71.51 | 77.35 | 76.26 | 71.38 | | Prediction error of completion time | 1.65 | 2.41 | ā | 1.56 | 1.61 | ā |
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Note: 1DCNN is short for the one-dimensional convolutional neural network.
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