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Electricity consumption prediction on FirstEnergy (test)
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143,488
AIC
CNN-LSTM with PID
143,051.84
145,995.92
148,940
151,884.08
Dec 6, 2025
AIC
MAE (MW)
Std Dev (MW)
MAPE (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
AIC
MAE (MW)
Std Dev (MW)
MAPE (%)
CNN-LSTM with PID
ExT(ms)=315.83
2025.12
143,488
132.4
231.03
1.16
CNN-LSTM
ExT(ms)=170.21
2025.12
154,392
198.5
319
1.74
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