Study of energy consumption of a building

The aim of this project is to build a counterfactual model across four energy types based on historic usage rates and observed weather. This model will work as a prediction of the energy consumption on different types of buildings based on their initial state. The predictions of the model will serve...

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Detalhes bibliográficos
Autor: Luis Garcia, Anna
Tipo de documento: dissertação
Data de publicação:2020
País:España
Recursos:Universitat Politècnica de Catalunya (UPC)
Repositório:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglês
OAI Identifier:oai:upcommons.upc.edu:2117/327300
Acesso em linha:https://hdl.handle.net/2117/327300
Access Level:Acceso aberto
Palavra-chave:Energy consumption
Data analysis
Buildings--Energy consumption
Data Analysis
Energia -- Consum
Anàlisi de dades
Edificis -- Consum d'energia
Àrees temàtiques de la UPC::Energies::Gestió de l'energia::Demanda i consum energètics
Descrição
Resumo:The aim of this project is to build a counterfactual model across four energy types based on historic usage rates and observed weather. This model will work as a prediction of the energy consumption on different types of buildings based on their initial state. The predictions of the model will serve as baseline to compare with actual consumption after the changes.