Modelling Hysteresis in Shape Memory Alloys Using LSTM Recurrent Neural Network

Figure 2

Data obtained from experimental setup. (a) Input signal with  Hz and (b) Input signal with  Hz and . (c) Response of SMA-actuated system to with  Hz and . (d) Response of SMA-actuated system to with  Hz and . (e) Response of SMA-actuated system to with  Hz and versus duty cycle. (f) Response of SMA-actuated system to with  Hz and versus duty cycle.

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