Multivariate Short-term Electricity Load Forecasting with Deep Learning and exogenous covariates

Multivariate Short-term Electricity Load Forecasting with Deep Learning and exogenous covariates

Maintaining the electricity balance between supply and demand is a challenge for electricity suppliers. If there is an under or overproduction, it entails financial costs and affects consumers and the climate. To better understand how to maintain the balance, can the suppliers use short-term forecas...

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Bibliographic Details
Main Author: Oscar, Nordström
Format: Others
Language:English
Published: Umeå universitet, Institutionen för tillämpad fysik och elektronik 2021
Subjects:
Machine learning
Time series
Deep learning
Forecasting
Short-term electricity load forecasting
Artificial Neural Network
Energy Engineering
Energiteknik
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-183982

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-183982

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