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Machine Learning Based Power Utilization Prediction

Name: Machine Learning Based Power Utilization Prediction
Brand: LAP LAMBERT Academic Publishing
SKU: 43628697
Price: 36.67 EUR
Availability: InStock
Author: T. Durga Devi
ISBN: 9786206164500

T. Durga Devi

G. Phani Madhuri

Jezik

Angleščina

Knjiga Mehka

Koda Libristo: 43628697

Založba LAP LAMBERT Academic Publishing, maj 2023

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

Koda Libristo: 43628697

89 b

36.67 €

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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.