Machine Learning Based Power Utilization Prediction

Name: Machine Learning Based Power Utilization Prediction
Brand: LAP LAMBERT Academic Publishing
SKU: 9786206164500
Price: 37.99 EUR
Availability: InStock

Autor: T. Durga Devi, G. Phani Madhuri

Jazyk:

Väzba: Brožovaná

Vydavateľ: LAP LAMBERT Academic Publishing

Dostupnosť: Skladom u dodávateľa

Odosielame za 8-11 dní

37.99 €

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

Informácie o knihe

Autor

T. Durga Devi, G. Phani Madhuri

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2023

Stránok

EAN

9786206164500

ISBN

6206164500

Enbook ID

43628697

Vydavateľ

LAP LAMBERT Academic Publishing

Hmotnosť

113

Rozmery

150 x 220 x 4

Kompletný 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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