Machine Learning Based Power Utilization Prediction - Couverture souple

Kumar, M.Aravind; Devi, T.Durga; Madhuri, G.Phani

 
9786206164500: Machine Learning Based Power Utilization Prediction
Couverture souple
ISBN 10 : 6206164500 ISBN 13 : 9786206164500
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6206164500
ISBN 13 
9786206164500
Reliure
Broché
Nombre de pages
64
Coordonnées du fabricant
non disponible
Personne responsable
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