Table 2 Percentage difference between previous vs. proposed studies.
Author | Model | Battery 5 | Percentage Difference (%) |
|---|---|---|---|
LSTM | 0.0983 | 738.02 | |
CNN-LSTM | 0.0174 | 48.34 | |
ICC-LSTM | 0.0878 | 648.51 | |
ICC-CNN-LSTM | 0.0166 | 41.52 | |
RNN | 0.1051 | 795.99 | |
LSTM | 0.0135 | 15.09 | |
RVM | 0.0783 | 567.52 | |
HA-FOSELM | 0.098 | 735.46 | |
MC-RNN | 0.0255 | 117.39 | |
BL-LSTM | 0.0121 | 3.15 | |
SC-LSTM | 0.0245 | 108.87 | |
MC-LSTM | 0.0168 | 43.22 | |
MC-GRU | 0.0282 | 140.41 | |
MC-SRU | 0.0322 | 174.51 | |
MC-LSTM | 0.0208 | 77.32 | |
LSTM | 0.113 | 863.34 | |
RNN | 0.1047 | 792.58 | |
RVM | 0.0784 | 568.37 | |
PA-LSTM | 0.0937 | 698.81 | |
Proposed-LSTM | 0.01173 | 0 | |