Forecasting of Market Clearing Volume Using Wavelet Packet-Based Neural Networks with Tracking Signals

Forecasting of Market Clearing Volume Using Wavelet Packet-Based Neural Networks with Tracking Signals

In order to analyze the nature of electrical demand series in deregulated electricity markets, various forecasting tools have been used. All these forecasting models have been developed to improve the accuracy of the reliability of the model. Therefore, a Wavelet Packet Decomposition (WPD) was imple...

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Bibliographic Details
Main Authors: Sumit Saroha, Marta Zurek-Mortka, Jerzy Ryszard Szymanski, Vineet Shekher, Pardeep Singla
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
forecasting
market clearing volume
neural network
tracking signals
wavelet packets
Online Access:https://www.mdpi.com/1996-1073/14/19/6065

Internet

https://www.mdpi.com/1996-1073/14/19/6065

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