Optimization of neural network with wavelet transform and improved data selection using bat algorithm for short-term load forecasting

Short-term load forecasting is very important for reliable power system operation, even more so under electricity market deregulation and integration of renewable resources framework. This paper presents a new enhanced method for one day ahead load forecast, combing improved data selection and featu...

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Bibliographic Details
Main Author: Bento, P. M. R. (author)
Other Authors: Pombo, José Álvaro Nunes (author), Calado, M. Do Rosário (author), Mariano, S. (author)
Format: article
Language:eng
Published: 2019
Subjects:
Artificial neural networks
Bat algorithm
Features extraction
Improved data selection
Short-term load forecast
Wavelet transform
Online Access:http://hdl.handle.net/10400.6/7142
Country:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/7142

Internet

http://hdl.handle.net/10400.6/7142

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