Forecasting Natural Gas Spot Prices with Machine Learning

Forecasting Natural Gas Spot Prices with Machine Learning

The ability to accurately forecast the spot price of natural gas benefits stakeholders and is a valuable tool for all market participants in the competitive gas market. In this paper, we attempt to forecast the natural gas spot price 1, 3, 5, and 10 days ahead using machine learning methods: support...

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Bibliographic Details
Main Authors: Dimitrios Mouchtaris, Emmanouil Sofianos, Periklis Gogas, Theophilos Papadimitriou
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
natural gas
spot price
machine learning
forecasting
Online Access:https://www.mdpi.com/1996-1073/14/18/5782

Internet

https://www.mdpi.com/1996-1073/14/18/5782

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