Research Article

Modelling Hysteresis in Shape Memory Alloys Using LSTM Recurrent Neural Network

Figure 10

Actual and predicted angle by LSTM model in multi-step-ahead prediction configuration compared with RDPI model. (a) as input signal. (b) as input signal. (c) as input signal. (d) as input signal. (e) as input signal.
(a)
(b)
(c)
(d)
(e)