Forecast electricity demand in commercial building with machine learning models to enable demand response programs

Forecast electricity demand in commercial building with machine learning models to enable demand response programs

Electricity load forecasting is an important part of power system dispatching. Accurately forecasting electricity load have great impact on a number of departments in power systems. Compared to electricity load simulation (white-box model), electricity load forecasting (black-box model) does not req...

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Bibliographic Details
Main Authors: Fabiano Pallonetto, Changhong Jin, Eleni Mangina
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Energy and AI
Subjects:
Deep neural network
Model assessment
Short-term load forecasting
Feature selection
Support Vector Machines
Artificial Neural Networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546821000690

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http://www.sciencedirect.com/science/article/pii/S2666546821000690

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