Özlük, ÖzgürYılmaz, Selimcan2019-11-122019-11-122017Yılmaz, S. (2017). Development and comparison of prediction models for estimating short term energy demand of a hotel building, MEF Üniversitesi Fen Bilimleri Enstitüsü, İstanbul, Türkiyehttps://hdl.handle.net/20.500.11779/1153This 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.eninfo:eu-repo/semantics/openAccessElectricity Demand ForecastNeural NetworkRandom ForestDemand PredictionTime Series AnalysisDevelopment and Comparison of Prediction Models for Estimating Short Term Energy Demand of a Hotel BuildingBir otel kompleksi için kısa vadeli elektrik tüketimi tahmin modelleri oluşturulması ve modellerin karşılaştırılmasıMaster's Degree Project