Research Article
A Novel Hybrid CNN-LSTM Scheme for Nitrogen Oxide Emission Prediction in FCC Unit
Table 3
The R2 of different methods.
| Test | CNN | LSTM | CNN-LSTM |
| #1 | 0.4935 | 0.7931 | 0.8222 | #2 | 0.4718 | 0.7912 | 0.7923 | #3 | 0.3329 | 0.7923 | 0.8060 | #4 | 0.4891 | 0.7946 | 0.8367 | #5 | 0.1761 | 0.7980 | 0.8358 | #6 | 0.3739 | 0.7900 | 0.8014 | #7 | 0.4748 | 0.7999 | 0.8130 | #8 | 0.1901 | 0.7964 | 0.8448 | #9 | 0.1094 | 0.7734 | 0.8452 | #10 | 0.1133 | 0.5345 | 0.8328 | Average | 0.3224 | 0.7663 | 0.8237 |
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