Global vs. Local Models for Short-Term Electricity Demand Prediction in a Residential/Lodging Scenario

Global vs. Local Models for Short-Term Electricity Demand Prediction in a Residential/Lodging Scenario

Electrical load forecasting has a fundamental role in the decision-making process of energy system operators. When many users are connected to the grid, high-performance forecasting models are required, posing several problems associated with the availability of historical energy consumption data fo...

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Bibliographic Details
Main Authors: Amedeo Buonanno, Martina Caliano, Antonino Pontecorvo, Gianluca Sforza, Maria Valenti, Giorgio Graditi
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Energies
Subjects:
residential load forecasting
machine learning
nanogrid
time series analysis
Online Access:https://www.mdpi.com/1996-1073/15/6/2037

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https://www.mdpi.com/1996-1073/15/6/2037

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