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Research Article

A Nonintrusive Load Monitoring Method for Microgrid EMS Using Bi-LSTM Algorithm

Table 3

Average accuracy, precision, recall, and f1 of the neural network.

Neural networkAverage accuracy (A) (%)Average precision (P) (%)Average recall (R) (%)Average F1

RNN98.7094.1191.280.93
LSTM99.2996.6595.380.96
Bi-LSTM99.6197.8197.440.98

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