Merve KURU ERDEM
Mühendislik Fakültesi, İnşaat Mühendisliği Bölümü, Yapı İşletmesi Anabilim Dalı
Araştırma alanları: Mühendislik ve Teknoloji, Yapı İşletmesi, Yapı Yönetimi, İnşaat Mühendisliği, İnşaat Yönetiminde Bilişim
Yayınlar
- Input scenario-based modeling of office building energy consumption with ensemble algorithms (2025)
- 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)
- 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)
- Machine learning thermal comfort prediction models based on occupant demographic characteristics (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 (2023)
- 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)
- Do Thermal Comfort Standards Ensure Occupant Satisfaction? Learning From Occupants' Thermal Complaints (2019)
- 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)
- 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)
- 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
- Do Gender and Age Group Affect Thermal Sensation? A Field Study in an Office Building