A Multichannel LSTM-CNN Method for Fault Diagnosis of Chemical Process

Figure 13

ROC curves for different models. (a) MCLSTM-CNN. (b) LSTM-CNN. (c) LSTM. (d) CNN. (e) RF. (f) KPCA + SVM.

(a)

(b)

(c)

(d)

(e)

(f)