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dc.contributor.advisorBremdal, Bernt Arild
dc.contributor.authorKlæboe, Johanne Holst
dc.date.accessioned2023-12-18T14:39:06Z
dc.date.available2023-12-18T14:39:06Z
dc.date.issued2023-05-14en
dc.description.abstractThis thesis project was commissioned by Cegal and aimed to investigate the potential for demand-side flexibility in the Helgeland region, as well as evaluate forecasting methods for a demand-response system. The future energy situation in the area was analyzed, while the experimental part investigated forecasting methods which can be applied in a demand-response system. Finally, the project investigated the potential of a commercial building to provide demand side flexibility, analyzing the financial aspects of such participation. The research findings indicate that the energy and load balance in the Helge- land region may decrease in the coming years, potentially leading to tight load balance conditions. LSTM and XGBoost has been the investigated forecasting methods in this study, where both models showed promising results, though further improvements are recommended. The commercial building investigated had the capacity to provide 23.87 KW flexibility, and the financial analysis suggested that the consumer would benefit from participating in a demand response system, depending on the needs of flexibility. This thesis project contributes to the development of a demand-response system and highlights the areas for further research on forecasting methods and potential asset providers in the Helgeland region.en_US
dc.identifier.urihttps://hdl.handle.net/10037/32099
dc.language.isoengen_US
dc.publisherUiT Norges arktiske universitetno
dc.publisherUiT The Arctic University of Norwayen
dc.rights.holderCopyright 2023 The Author(s)
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0en_US
dc.rightsAttribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)en_US
dc.subject.courseIDDTE-3900
dc.subjectVDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551en_US
dc.subjectVDP::Technology: 500::Information and communication technology: 550::Computer technology: 551en_US
dc.titleEstimating the Available Energy Flexibility A case study of Helgelanden_US
dc.typeMaster thesisen
dc.typeMastergradsoppgaveno


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Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)