Table 7 Performance of SCO-LSTM/JO-LSTM/HBO-LSTM based controller and BMS.

From: Battery management in IoT hybrid grid system using deep learning algorithms based on crowd sensing and micro climatic data

Statical parameters

SCO-LSTM controller & JO-LSTM based BMS

JO-LSTM controller & HBO_LSTM based BMS

HBO-LSTM controller & SCO-LSTM based BMS

Specificity

0.8

0.9

0.85

Sensitivity

0.8

0.9

0.85

Precision

0.7

0.9

0.75

Recall

0.7

0.85

0.75

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