Short-Term Load Forecasting of Natural Gas with Deep Neural Network Regression †

Deep neural networks are proposed for short-term natural gas load forecasting. Deep learning has proven to be a powerful tool for many classification problems seeing significant use in machine learning fields such as image recognition and speech processing. We provide an overview of natural gas fore...

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Bibliographic Details
Main Authors: Gregory D. Merkel, Richard J. Povinelli, Ronald H. Brown
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Energies
Subjects:
Online Access:http://www.mdpi.com/1996-1073/11/8/2008