PUBLICATIONS

2024


Evaluating different levels of information on the calibration of building energy simulation models

S Cheng, ZD Tekler, H Jia, W Li, A Chong
Building Simulation :closed_book: [View on ResearchGate]

Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context

Y Lei, ZD Tekler, S Zhan, C Miller, A Chong
Building and Environment :closed_book: [View on ResearchGate]

2023


Enhancing personalised thermal comfort models with Active Learning for improved HVAC controls

ZD Tekler, Y Lei, X Dai, A Chong
CISBAT Conference :rocket: [View on ResearchGate]

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

D Zhuang, VJL Gan, ZD Tekler, A Chong, S Tian, X Shi
Applied Energy :closed_book: [View on ResearchGate]

A hybrid active learning framework for personal thermal comfort models

ZD Tekler, Y Lei, Y Peng, C Miller, A Chong
Building and Environment :closed_book: [View on ResearchGate]

2022


ROBOD, room-level occupancy and building operation dataset

ZD Tekler, E Ono, Y Peng, S Zhan, B Lasternas, A Chong
Building Simulation :closed_book: [View on ResearchGate]

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

ZD Tekler, A Chong
Building and Environment :closed_book: [View on ResearchGate]

Hybrid system controls of natural ventilation and HVAC in mixed-mode buildings: A comprehensive review

Y Peng, Y Lei, ZD Tekler, N Antanuri, SK Lau, A Chong
Energy and Buildings :closed_book: [View on ResearchGate]

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

ZD Tekler, R Low, C Yuen, L Blessing
Building and Environment: Special Issue on AI and IoT Applications of Smart Buildings and Smart Environmental Design, Construction and Maintenance :closed_book: [View on ResearchGate]

User Perceptions on the Adoption of Smart Energy Management Systems in the Workplace: Design and Policy Implications

ZD Tekler, R Low, L Blessing
Energy Research & Social Science :closed_book: [View on ResearchGate]

2021


Evaluating the Effectiveness of an Augmented Reality Game Promoting Environmental Action

K Wang, ZD Tekler, L Cheah, D Herremans, L Blessing
Sustainability :closed_book: [View on ResearchGate]

An End-to-End Point of Interest (POI) Conflation Framework

R Low, ZD Tekler, L Cheah
ISPRS Internetional Journal of Geo-Information :closed_book: [View on ResearchGate]

User Perceptions and Adoption of Plug Load Management Systems in the Workplace

ZD Tekler, R Low, KTW Choo, L Blessing
The ACM CHI Conference on Human Factors in Computing Systems, Yokohama, Japan :closed_book: [View on ResearchGate] [PDF]

2020


Near-real-time plug load identification using low-frequency power data in office spaces: Experiments and applications

ZD Tekler, R Low, Y Zhou, C Yuen, L Blessing, C Spanos
Applied Energy :closed_book: [View on ResearchGate] [PDF]

Predicting Commercial Vehicle Parking Duration using Generative Adversarial Multiple Imputation Networks

R Low, ZD Tekler, L Cheah
Transportation Research Record :closed_book: [View on ResearchGate] [PDF]

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

ZD Tekler, R Low, B Gunay, RK Andersen, L Blessing
Building and Environment :closed_book: [View on ResearchGate] [PDF]

2019


An alternative approach to monitor occupancy using bluetooth low energy technology in an office environment

ZD Tekler, R Low, L Blessing
Int. Conference on Climate Resilient Cities- Energy Efficiency & Renewables in Digital Era (CISBAT), Lausanne, Switzerland :rocket: [View on ResearchGate] [PDF]

Using smart technologies to identify occupancy and plug-in appliance interaction patterns in an office environment

ZD Tekler, R Low, L Blessing
10th Int. Conference on Indoor Air Quality, Ventilation and Energy Conservation in Buildings (IAQVEC), Bari, Italy :rocket: [View on ResearchGate] [PDF]

A Waste Management Behavioural Framework of Singapore’s Food Manufacturing Industry using Factor Analysis

ZD Tekler, R Low, SY Chung, JSC Low, L Blessing
26th CIRP Conference on Life Cycle Engineering (LCE), Purdue University, USA :rocket: [View on ResearchGate] [PDF]