Machine Learning Based Power Utilization Prediction

Name: Machine Learning Based Power Utilization Prediction
Brand: LAP LAMBERT Academic Publishing
SKU: 9786206164500
Price: 211.45 RON
Availability: InStock

Autor: T. Durga Devi, G. Phani Madhuri

Limbă:

Legare: Carte broșată

Editura: LAP LAMBERT Academic Publishing

Disponibilitate: În depozitul extern

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211.45 lei

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

Informații despre carte

Autor

T. Durga Devi, G. Phani Madhuri

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2023

Pagini

EAN

9786206164500

ISBN

6206164500

Enbook ID

43628697

Editura

LAP LAMBERT Academic Publishing

Greutate

113

Dimensiuni

150 x 220 x 4

Descriere completă

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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