Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data B Huchuk, S Sanner, W O'Brien Building and Environment 160, 106177, 2019 | 121 | 2019 |
A longitudinal study of thermostat behaviors based on climate, seasonal, and energy price considerations using connected thermostat data B Huchuk, W O'Brien, S Sanner Building and Environment 139, 199-210, 2018 | 105 | 2018 |
On adaptive occupant-learning window blind and lighting controls HB Gunay, W O'Brien, I Beausoleil-Morrison, B Huchuk Building Research & Information 42 (6), 739-756, 2014 | 97 | 2014 |
Is anyone home? A critical review of occupant-centric smart HVAC controls implementations in residential buildings H Stopps, B Huchuk, MF Touchie, W O'Brien Building and Environment 187, 107369, 2021 | 63 | 2021 |
Shortest-prediction-horizon model-based predictive control for individual offices HB Gunay, J Bursill, B Huchuk, W O'Brien, I Beausoleil-Morrison Building and Environment 82, 408-419, 2014 | 59 | 2014 |
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 | 36 | 2023 |
Model-based predictive control of office window shades B Huchuk, HB Gunay, W O'Brien, CA Cruickshank Building Research & Information 44 (4), 445-455, 2016 | 36 | 2016 |
Exploring smart thermostat users’ schedule override behaviors and the energy consequences B Huchuk, W O’brien, S Sanner Science and Technology for the Built Environment 27 (2), 195-210, 2020 | 34 | 2020 |
Development and evaluation of data-driven controls for residential smart thermostats B Huchuk, S Sanner, W O’Brien Energy and Buildings 249, 111201, 2021 | 32 | 2021 |
Energy and comfort performance benefits of early detection of building sensor and actuator faults B Gunay, W Shen, B Huchuk, C Yang, S Bucking, W O’Brien Building Services Engineering Research and Technology 39 (6), 652-666, 2018 | 27 | 2018 |
A workflow for evaluating occupant-centric controls using building simulation BW Hobson, B Huchuk, HB Gunay, W O’Brien Journal of Building Performance Simulation 14 (6), 730-748, 2021 | 19 | 2021 |
Inverse model-based detection of programming logic faults in multiple zone VAV AHU systems B Gunay, J Bursill, B Huchuk, S Shillinglaw Building and Environment 211, 108732, 2022 | 17 | 2022 |
Evaluation of data-driven thermal models for multi-hour predictions using residential smart thermostat data B Huchuk, S Sanner, W O'Brien Journal of Building Performance Simulation 15 (4), 445-464, 2022 | 13 | 2022 |
A preliminary study on text mining operator logbooks to develop a fault-frequency model Z Shi, PE Weiming Shen PhD, B Huchuk ASHRAE Transactions 124, 171-184, 2018 | 12 | 2018 |
Recursive thermal building model training using Ensemble Kalman Filters B Huchuk, CA Cruickshank, W O’Brien, HB Gunay Proc. eSim, 2014 | 6 | 2014 |
Data-driven identification of occupant-thermostat interactions in small commercial buildings B Huchuk, F Bahiraei, S Dutta Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021 | 3 | 2021 |
Model-based predictive control of window shades BJ Huchuk Carleton University, 2014 | 3 | 2014 |
The effect of input uncertainty in model-based predictive control H Gunay, W O’Brien, I Beausoleil-Morrison, B Huchuk, M Palmer, ... Ottawa, ON: eSim, 2014 | 2 | 2014 |
Preliminary Results of Model Predictive Control of Shading Systems. B Huchuk, W O’Brien, CA Cruickshank Proceedings of the Symposium on Simulation for Architecture & Urban Design, 2013 | 2 | 2013 |
Occupant Behaviour and Thermal Conditions in Small Commercial Buildings: A Longitudinal Study Using Smart Thermostat Data. B Huchuk, F Bahiraei, S Dutta, J Goodman, A Roman, R Avadaiappan ASHRAE Transactions 128, 2022 | 1 | 2022 |