Table 4 Working conditions of thermoelectric coupling experiments.
From: An LSTM-driven thermoelectric coupling response prediction method for shape memory alloy actuators
No. | Data Usage | Temperature Rise Rate | Target Temperature |
|---|---|---|---|
1 ~ 5 | Training + Validation | 1℃/s | (65 70 75 80 85) ℃ |
6 ~ 10 | Training + Validation | 2℃/s | (65 70 75 80 85) ℃ |
11 ~ 13 | Test Set | 0.8℃/s | (65 70 75) ℃ |
