Research Article
A Novel Hybrid CNN-LSTM Scheme for Nitrogen Oxide Emission Prediction in FCC Unit
Table 2
The RMSE of different methods.
| | Test | CNN | LSTM | CNN-LSTM |
| | #1 | 76.4694 | 26.3256 | 22.8220 | | #2 | 68.1422 | 26.0771 | 22.2389 | | #3 | 105.1664 | 25.6918 | 22.8374 | | #4 | 66.4166 | 25.4898 | 26.5900 | | #5 | 80.0437 | 26.0154 | 23.0910 | | #6 | 66.0526 | 25.8325 | 23.9463 | | #7 | 135.0926 | 25.7496 | 27.4446 | | #8 | 95.9767 | 25.7942 | 21.9647 | | #9 | 91.5383 | 25.8024 | 23.1579 | | #10 | 53.0630 | 27.0787 | 22.9959 | | Average | 83.7962 | 26.2065 | 23.7089 |
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