Zeynep Duygu Tekler

Data-driven predictive control for smart HVAC system in IoT-integrated buildings with time-series forecasting and reinforcement learning

Dian Zhuang, Vincent J.L. Gan, Zeynep Duygu Tekler et al. · Applied Energy · 2023 · 180 citations

Smart Hvac System, Data-driven Predictive Control, Engineering +11

A scalable Bluetooth Low Energy approach to identify occupancy patterns and profiles in office spaces

Zeynep Duygu Tekler, Raymond Low, Burak Gunay et al. · Building and Environment · 2020 · 151 citations

Built Environment, Occupancy Patterns, Mobile Sensing +13

Plug-Mate: An IoT-based occupancy-driven plug load management system in smart buildings

Zeynep Duygu Tekler, Raymond Low, Chau Yuen et al. · Building and Environment · 2022 · 125 citations

Engineering, Smart Building, Energy Management +7

Occupancy prediction using deep learning approaches across multiple space types: A minimum sensing strategy

Zeynep Duygu Tekler, Adrian Chong · Building and Environment · 2022 · 102 citations

Deep Learning Approaches, Machine Vision, Machine Learning +7

Evaluating the Effectiveness of an Augmented Reality Game Promoting Environmental Action

Kyra Wang, Zeynep Duygu Tekler, Lynette Cheah et al. · Sustainability · 2021 · 69 citations · Full text

Engineering, Environmental Impact Assessment, Sustainable Development +23