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Könyv Machine Learning Based Power Utilization Prediction T. Durga Devi

Machine Learning Based Power Utilization Prediction

Szerző: T. Durga Devi, G. Phani Madhuri
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: LAP LAMBERT Academic Publishing
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
14 793 Ft
This book summarizes the electricity load forecasting has gained substantial importance nowadays in...

Információk a könyvről

Szerző
T. Durga Devi, G. Phani Madhuri
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2023
oldal
64
EAN
9786206164500
ISBN
6206164500
Enbook ID
43628697
Kiadó
LAP LAMBERT Academic Publishing
Súly
113
Méretek
150 x 220 x 4

Teljes leírás

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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