Development and Comparison of Prediction Models for Estimating Short Term Energy Demand of a Hotel Building
| dc.contributor.advisor | Özlük, Özgür | |
| dc.contributor.author | Yılmaz, Selimcan | |
| dc.date.accessioned | 2019-11-12T13:41:58Z | |
| dc.date.available | 2019-11-12T13:41:58Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | This project presents a machine learning model building approach to developing a model for predicting next hour electricity consumption of a hotel complex in Cyprus, with the aim of improving existing prediction accuracy due to comparing different models to choose best performing. Model building process in this project includes three main steps. | |
| dc.identifier.citation | Yılmaz, S. (2017). Development and comparison of prediction models for estimating short term energy demand of a hotel building, MEF Üniversitesi Fen Bilimleri Enstitüsü, İstanbul, Türkiye | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11779/1153 | |
| dc.language.iso | en | |
| dc.publisher | MEF Üniversitesi, Fen Bilimleri Enstitüsü | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Electricity Demand Forecast | |
| dc.subject | Neural Network | |
| dc.subject | Random Forest | |
| dc.subject | Demand Prediction | |
| dc.subject | Time Series Analysis | |
| dc.title | Development and Comparison of Prediction Models for Estimating Short Term Energy Demand of a Hotel Building | |
| dc.title.alternative | Bir otel kompleksi için kısa vadeli elektrik tüketimi tahmin modelleri oluşturulması ve modellerin karşılaştırılması | |
| dc.type | Master's Degree Project | |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Özlük, Özgür | |
| gdc.coar.access | open access | |
| gdc.coar.type | text::thesis::master thesis | |
| gdc.description.department | Lisansüstü Eğitim Enstitüsü, Büyük Veri Analitiği Yüksek Lisans Programı | |
| gdc.description.publicationcategory | YL-Bitirme Projesi | |
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