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Adrian Chong

National University of Singapore (NUS)

Singapore

Singapore

SCHOLARLY PAPERS

10

DOWNLOADS

1,032

TOTAL CITATIONS

4

Scholarly Papers (10)

1.

Transient Transmissions of Droplets and Aerosols in Ventilation Systems with Ceiling Fans

Number of pages: 16 Posted: 14 Nov 2022
Southeast University, Kajima Technical Research Institute Singapore, National University of Singapore (NUS), Kajima Technical Research Institute Singapore, National University of Singapore (NUS), National University of Singapore (NUS) and National University of Singapore (NUS)
Downloads 187 (411,650)

Abstract:

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Airborne transmission, Cough, Ceiling fan, CFD, Exposure risk, Particle image velocimetry

2.

Personalized Environmental Control Systems (Pecs): Systematic Review of Benefits for Thermal Comfort, Air Quality, 
Health, and Human Performance

Number of pages: 79 Posted: 27 May 2025
École Polytechnique Fédérale de Lausanne (EPFL), Technical University of Denmark, Technical University of Denmark, KU Leuven, Poznan University of Technology, Northwestern University, Technical University of Denmark, University of Waterloo, affiliation not provided to SSRN, Silesian University of Technology, Worcester Polytechnic Institute (WPI) - Department of Civil and Environmental Engineering, Ca’ Foscari University of Venice - Department of Environmental Sciences, Informatics and Statistics, CEPT University, National University of Singapore (NUS) - Department of the Built Environment, affiliation not provided to SSRN, La Rochelle University, South China University of Technology, Aalborg University, Delft University of Technology, The University of Sydney, Northumbria University, Delft University of Technology (TU Delft), Federal University of Santa Catarina (UFSC), TU Kaiserslautern, Yonsei University, University of Southern California, National University of Singapore (NUS), affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark, Federal University of Santa Catarina (UFSC), University of Perugia, Eurac Research - Institute for Renewable Energy, University of Kaiserslautern, University of Arizona, Well Living Lab, affiliation not provided to SSRN, University of Pisa, Yonsei University, Delft University of Technology, affiliation not provided to SSRN, Federal University of Santa Catarina (UFSC), University of Perugia, University of Perugia - Department of Engineering, affiliation not provided to SSRN, University of Pisa - Department of Energy and System Engineering, Royal Institute of Technology (KTH), Building and Systems Analytics, École Polytechnique Fédérale de Lausanne (EPFL), RWTH Aachen University, TU Wien, Eurac Research - Institute for Renewable Energy and Technical University of Denmark
Downloads 185 (413,774)

Abstract:

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personalized environment, air quality, thermal comfort, health and productivity, PECS, human

Assessing the Suitability of PMV and Adaptive Comfort Model for Tropical Mixed-Mode Ventilation

Number of pages: 25 Posted: 22 Dec 2025
National University of Singapore, Tsinghua University, The University of Sydney, Tsinghua University - Department of Building Science and National University of Singapore (NUS)
Downloads 61 (1,006,630)

Abstract:

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Thermal Comfort, Mixed-Mode Ventilation, Tropical Climate, Predicted Mean Vote (PMV), Adaptive Comfort Model

Assessing the Suitability of PMV and Adaptive Comfort Model for Tropical Mixed-Mode Ventilation

Number of pages: 24 Posted: 02 Oct 2025
National University of Singapore, Tsinghua University, The University of Sydney, Tsinghua University - Department of Building Science and National University of Singapore (NUS)
Downloads 56 (1,038,620)

Abstract:

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Mixed-mode ventilation, Tropical climate, Predicted Mean Vote (PMV), Adaptive Comfort Model, Thermal Comfort

Assessing the Suitability of PMV and Adaptive Comfort Model for Tropical Mixed-Mode Ventilation

Number of pages: 24 Posted: 02 Oct 2025
National University of Singapore, Tsinghua University, The University of Sydney, Tsinghua University - Department of Building Science and National University of Singapore (NUS)
Downloads 45 (1,157,169)

Abstract:

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Mixed-mode ventilation, Tropical climate, Predicted Mean Vote (PMV), Adaptive Comfort Model, Thermal Comfort

A Learning-Based Model Predictive Control Method for Unlocking the Potential of Building Energy Flexibility

Number of pages: 36 Posted: 19 Sep 2024
Tianjin University, Tianjin University, affiliation not provided to SSRN, Tianjin University - School of Environmental Science and Engineering, National University of Singapore (NUS), Shenzhen University and China Academy of Building Research
Downloads 103 (699,970)
Citation 3

Abstract:

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Energy flexibility, Model predictive control, Machine Learning, Building energy and control simulation, HVAC

A Learning-Based Model Predictive Control Method for Unlocking the Potential of Building Energy Flexibility

Number of pages: 36 Posted: 14 Jul 2024
Tianjin University, Tianjin University, affiliation not provided to SSRN, Tianjin University - School of Environmental Science and Engineering, National University of Singapore (NUS), Shenzhen University and China Academy of Building Research
Downloads 51 (1,072,374)

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energy flexibility, model predictive control, machine learning, Building energy and control simulation, HVAC

Novel Occupancy Detection Method Based on Convolutional Neural Network Model Using Pir Sensor and Smart Meter Data

Number of pages: 32 Posted: 09 Nov 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, affiliation not provided to SSRN, National University of Singapore (NUS), affiliation not provided to SSRN and Tsinghua University
Downloads 73 (879,563)

Abstract:

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occupancy detection, PIR sensor, machine learning, convolutional neural network

Novel Occupancy Detection Method Based on Convolutional Neural Network Model Using Pir Sensor and Smart Meter Data

Number of pages: 32 Posted: 21 Dec 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, National University of Singapore (NUS), affiliation not provided to SSRN and Tsinghua University
Downloads 30 (1,356,108)
Citation 1

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occupancy detection, PIR sensor, Machine learning, convolutional neural network

6.

Evaluating the Sensitivity and Robustness of Occupancy Models for Building Energy Simulation During Design

Number of pages: 19 Posted: 25 Jan 2024
National University of Singapore (NUS), University of Oxford, National University of Singapore (NUS), Tsinghua University, Tsinghua University and National University of Singapore (NUS)
Downloads 82 (823,616)

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Occupancy model, Occupant-centric design, building energy simulation, Sensitivity analysis, Robustness

7.

Occupant-Centric Zoning Design Framework for Flexible Workplaces: Impact of Occupancy Modeling and Building Operation

Number of pages: 21 Posted: 06 Aug 2024
Eikichi Ono, Adrian Chong and Khee Poh Lam
National University of Singapore (NUS), National University of Singapore (NUS) and National University of Singapore (NUS)
Downloads 61 (989,921)

Abstract:

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Occupant-centric design, Flexible workplace, Zoning layout optimization, Occupancy modeling, Occupant-centric HVAC control

8.

Nudging Window Use Behaviour Through Algorithmic Setpoint Adjustments

Number of pages: 21 Posted: 06 Dec 2024
Carleton University, Carleton University - Department of Civil and Environmental Engineering, Concordia University, National University of Singapore (NUS) and Carleton University
Downloads 44 (1,145,425)

Abstract:

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Mixed-mode buildings, occupant-centric control, behavior-nudging algorithms, Energy consumption, window use optimization, occupant comfort

9.

Data-Efficient Fault Detection and Prognosis for Predictive Maintenance of Building Systems Using a Hybrid Dual-Calibrated Particle Filter

Number of pages: 25 Posted: 04 Oct 2025
Jintong Han, Savitha Ramasamy and Adrian Chong
affiliation not provided to SSRN, Agency for Science, Technology and Research (A*STAR) - Institute for Infocomm Research and National University of Singapore (NUS)
Downloads 28 (1,385,945)

Abstract:

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Fault prognosis, Remaining Useful Life prediction, Prognostics and Health Management, Predictive Maintenance, Building Energy Simulation, Particle Filter, CMAPSS

10.

Influencing Occupant Window Use Through Behaviour-Nudging Algorithms

Number of pages: 24 Posted: 01 Jul 2025
Carleton University, Carleton University - Department of Civil and Environmental Engineering, Concordia University, National University of Singapore (NUS), Carleton University and affiliation not provided to SSRN
Downloads 26 (1,399,036)

Abstract:

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Mixed-mode buildings, Occupant-centric control, behaviour-nudging algorithms, visual cues, energy demand, window use optimization, Occupant comfort