Soft Sensor Model Based on Improved Elman Neural Network with Variable Data Preprocessing and Its Application

Figure 7

Comparison of temperature generalization test in rotary kiln between improved Elman NN and improved Elman NN with ISOMAP and LLE.

(a) Prediction curve of the kiln burning zone temperature

(b) Error curve of the kiln burning zone prediction temperature