Machine Learning Based Power Utilization Prediction

Name: Machine Learning Based Power Utilization Prediction
Brand: LAP LAMBERT Academic Publishing
SKU: 9786206164500
Price: 866 CZK
Availability: InStock

Autor: T. Durga Devi, G. Phani Madhuri

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP LAMBERT Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

866 Kč

This book summarizes the electricity load forecasting has gained substantial importance nowadays in...

Informace o knize

Autor

T. Durga Devi, G. Phani Madhuri

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2023

Stránek

EAN

9786206164500

ISBN

6206164500

Enbook ID

43628697

Vydavatel

LAP LAMBERT Academic Publishing

Hmotnost

113

Rozměry

150 x 220 x 4

Kompletní popis

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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