Merve KURU ERDEM

Mühendislik Fakültesi, İnşaat Mühendisliği Bölümü, Yapı İşletmesi Anabilim Dalı

Research areas: Engineering and Technology, Construction Management, Building Management, Civil Engineering, Informatics in Construction Management

Publications

• Prediction of HVAC operational variables using recurrent neural networks for advanced control strategies (2025)
• Ensemble machine learning algorithms for thermal comfort prediction in HVAC systems of smart buildings (2025)
• Input scenario-based modeling of office building energy consumption with ensemble algorithms (2025)
• Machine learning thermal comfort prediction models based on occupant demographic characteristics (2024)
• Dataset of occupant density, indoor environmental conditions and thermal comfort survey in open plan offices during the COVID-19 pandemic (2024)
• Dataset of occupant density, indoor environmental conditions and thermal comfort survey in open plan offices during the COVID-19 pandemic (2024)
• Thermal Sensation Classification Dataset based on ASHRAE Global Thermal Comfort Database II (2024)
• Thermal Sensation Classification Dataset based on ASHRAE Global Thermal Comfort Database II (2024)
• Benchmarking performance of machine-learning methods for building energy demand modelling (2022)
• İnşaat Projelerinde Kalite Performansını Etkileyen Faktörler: Türkiye’de Bir Alan Çalışması (2022)
• Sale price classification models for real estate appraisal (2021)
• Analyzing and modeling thermal complaints in a commercial building in France (2021)
• Scale Jumping: Human – Built Environment Interactions (2021)
• Scale Jumping: Human – Built Environment Interactions (2021)
• Data Acquisition Technologies for Assessing Thermal Comfort in the Built Environment (2020)
• Application of time series models for heating degree day forecasting (2020)
• İhale Usulü ve Sözleşme Türünün Yapım İşi Sözleşme Bedeline Etkisinin İncelenmesi (2019)
• Performance analyses of statistical approaches for modeling electricity consumption of a commercial building in France (2019)
• Statistical significance of gender and age on thermal comfort: a case study in Turkey (2019)
• Do Thermal Comfort Standards Ensure Occupant Satisfaction? Learning From Occupants' Thermal Complaints (2019)
• Forecasting Occupancy for Demand Driven HVAC Operations Using Time Series Analysis (2017)
• BİR EĞİTİM BİNASINDA ISIL KONFOR KOŞULLARININ ANALİZİ: İZMİR’DE BİR ALAN ÇALIŞMASI (2017)
• Assessing user thermal sensation in the Aegean region against standards (2017)
• Do Gender and Age Group Affect Thermal Sensation? A Field Study in an Office Building
• Understanding the Relationship between Indoor Environmental Parameters and Thermal Sensation of users Via Statistical Analysis
• Using historical data of economic variables for investigating variations in building construction cost index
• Forecasting Heating Degree Days for Energy Demand Modeling
• Do Thermal Comfort Standards Ensure Occupant Satisfaction? Learning From Occupants’ Thermal Complaints
• Investigating the Link between CO2 Concentration, Thermal Comfort and Occupant Perception in Educational Buildings
• Thermal Comfort and Occupant Satisfaction of a Mosque in a Hot and Humid Climate

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