Książka Machine Learning Based Power Utilization Prediction T. Durga Devi

Machine Learning Based Power Utilization Prediction

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 8-11 dni
161.21
This book summarizes the electricity load forecasting has gained substantial importance nowadays in...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2023
strony
64
EAN
9786206164500
ISBN
6206164500
Enbook ID
43628697
Waga
113
Wymiary
150 x 220 x 4

Pełny opis

This book summarizes the electricity load forecasting has gained substantial importance nowadays in the modern electrical power management systems with elements of smart greed technology. Power big data has the characteristics of a large number, high dimension and time series. At the same time, there are many forms of missing electric power data, some are missing dispersedly, and some are missing in succession. Therefore, combinations of prediction methods are receiving increasing attention. We performed exploratory data analysis, pre-processing, and train- test split before training the model. We used various metrics to test the advantages of the proposed model: mean absolute error, mean squared error, and root mean squared error.

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