Household Energy Consumption Forecast Tools for Smart Grid Management

This paper presents a short term (ST) load forecast (FC) using Artificial Neural Networks (ANNs) or Generalized Reduced Gradient (GRG). Despite the apparent natural unforeseeable behavior of humans, electricity consumption (EC) of a family home can be forecast with some accuracy, similarly to what t...

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Bibliographic Details
Main Author: Filipe, Rodrigues (author)
Other Authors: Carlos, Cardeira (author), João, Calado (author), Rui, Melicio (author)
Format: bookPart
Language:eng
Published: 2018
Subjects:
Energy forecasting
energy management
smart grids
Artificial neural networks
gradient methods
Online Access:http://hdl.handle.net/10174/21686
Country:Portugal
Oai:oai:dspace.uevora.pt:10174/21686

Internet

http://hdl.handle.net/10174/21686

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