Comprehensive analysis of the relationship between thermal comfort and building control research-A data-driven literature review JY Park, Z Nagy Renewable and Sustainable Energy Reviews 82, 2664-2679, 2018 | 313 | 2018 |
A critical review of field implementations of occupant-centric building controls JY Park, MM Ouf, B Gunay, Y Peng, W O'Brien, MB Kjærgaard, Z Nagy Building and Environment 165, 106351, 2019 | 253 | 2019 |
LightLearn: An adaptive and occupant centered controller for lighting based on reinforcement learning JY Park, T Dougherty, H Fritz, Z Nagy Building and Environment 147, 397-414, 2019 | 211 | 2019 |
the Building Data Genome Project 2, energy meter data from the ASHRAE Great Energy Predictor III competition C Miller, A Kathirgamanathan, B Picchetti, P Arjunan, JY Park, Z Nagy, ... Scientific data 7 (1), 1-13, 2020 | 182 | 2020 |
An international review of occupant-related aspects of building energy codes and standards W O'Brien, F Tahmasebi, RK Andersen, E Azar, V Barthelmes, ZD Belafi, ... Building and Environment 179, 106906, 2020 | 129 | 2020 |
Apples or oranges? Identification of fundamental load shape profiles for benchmarking buildings using a large and diverse dataset JY Park, X Yang, C Miller, P Arjunan, Z Nagy Applied Energy 236, 1280-1295, 2019 | 102 | 2019 |
The ASHRAE Great Energy Predictor III competition: Overview and results C Miller, P Arjunan, A Kathirgamanathan, C Fu, J Roth, JY Park, ... Science and Technology for the Built Environment 26 (10), 1427-1447, 2020 | 99 | 2020 |
Toward human-centric urban infrastructure: Text mining for social media data to identify the public perception of COVID-19 policy in transportation hubs JY Park, E Mistur, D Kim, Y Mo, R Hoefer Sustainable Cities and Society 76, 103524, 2022 | 75 | 2022 |
A global building occupant behavior database B Dong, Y Liu, W Mu, Z Jiang, P Pandey, T Hong, B Olesen, T Lawrence, ... Scientific data 9 (1), 369, 2022 | 70 | 2022 |
Text mining and natural language processing in construction A Shamshiri, KR Ryu, JY Park Automation in Construction 158, 105200, 2024 | 55 | 2024 |
Ten questions concerning reinforcement learning for building energy management Z Nagy, G Henze, S Dey, J Arroyo, L Helsen, X Zhang, B Chen, ... Building and Environment 241, 110435, 2023 | 54 | 2023 |
HVACLearn: A reinforcement learning based occupant-centric control for thermostat set-points JY Park, Z Nagy Proceedings of the Eleventh ACM International Conference on Future Energy …, 2020 | 48 | 2020 |
Ten questions concerning occupant-centric control and operations Z Nagy, B Gunay, C Miller, J Hahn, MM Ouf, S Lee, BW Hobson, ... Building and Environment 242, 110518, 2023 | 45 | 2023 |
Data on the interaction between thermal comfort and building control research JY Park, Z Nagy Data in Brief 17, 529-532, 2018 | 37* | 2018 |
A simulation-based method to investigate occupant-centric controls MM Ouf, JY Park, HB Gunay Building Simulation 14, 1017-1030, 2021 | 35 | 2021 |
The good, the bad, and the ugly: Data-driven load profile discord identification in a large building portfolio JY Park, E Wilson, A Parker, Z Nagy Energy and Buildings 215, 109892, 2020 | 29 | 2020 |
A Bluetooth based occupancy detection for buildings JY Park, T Dougherty, Z Nagy In Proceedings of Building Performance Analysis Conference and SimBuild, 2018 | 19 | 2018 |
Design, fabrication, and calibration of the Building EnVironment and Occupancy (BEVO) Beacon: a rapidly-deployable and affordable indoor environmental quality monitor H Fritz, S Bastami, C Lin, K Nweye, T To, L Chen, D Le, A Ibarra, W Zhang, ... Building and Environment 222, 109432, 2022 | 17 | 2022 |
Reinforcement learning for intelligent environments: A Tutorial Z Nagy, JY Park, JR Vázquez-Canteli Routledge Handbook of Sustainable and Resilient Infrastructure, 733-746, 2018 | 14 | 2018 |
CROOD: Estimating crude building occupancy from mobile device connections without ground-truth calibration JY Park, K Nweye, E Mbata, Z Nagy Building and Environment 216, 109040, 2022 | 12 | 2022 |