Exploiting Deep Learning for Wind Power Forecasting Based on Big Data Analytics

Exploiting Deep Learning for Wind Power Forecasting Based on Big Data Analytics

Recently, power systems are facing the challenges of growing power demand, depleting fossil fuel and aggravating environmental pollution (caused by carbon emission from fossil fuel based power generation). The incorporation of alternative low carbon energy generation, i.e., Renewable Energy Sources...

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Bibliographic Details
Main Authors: Sana Mujeeb, Turki Ali Alghamdi, Sameeh Ullah, Aisha Fatima, Nadeem Javaid, Tanzila Saba
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Applied Sciences
Subjects:
big data
data analytics
wind power
demand side management
energy management
forecasting
convolution neural network
deep learning
Online Access:https://www.mdpi.com/2076-3417/9/20/4417

Internet

https://www.mdpi.com/2076-3417/9/20/4417

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