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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Detalles Bibliográficos
Autor: Luis Garcia, Anna
Tipo de recurso: tesis de maestría
Fecha de publicación:2020
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/327300
Acceso en línea:https://hdl.handle.net/2117/327300
Access Level:acceso abierto
Palabra clave: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
Descripción
Sumario: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.