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Brent Huchuk
Brent Huchuk
National Research Council Canada
Verified email at mail.utoronto.ca
Title
Cited by
Cited by
Year
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
1122019
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
952018
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
892014
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
572014
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
452021
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
342016
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
292020
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
282018
Development and evaluation of data-driven controls for residential smart thermostats
B Huchuk, S Sanner, W O’Brien
Energy and Buildings 249, 111201, 2021
202021
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
142021
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
132023
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
122022
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
112022
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
112018
Recursive thermal building model training using Ensemble Kalman Filters
B Huchuk, CA Cruickshank, W O’Brien, HB Gunay
Proc. eSim, 2014
62014
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
32021
Model-based predictive control of window shades
BJ Huchuk
Carleton University, 2014
22014
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
22014
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
22013
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
12022
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