Brent Huchuk
Brent Huchuk
National Research Council Canada
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
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
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
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
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
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
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
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
Development and evaluation of data-driven controls for residential smart thermostats
B Huchuk, S Sanner, W O’Brien
Energy and Buildings 249, 111201, 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
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
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
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
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
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
Recursive thermal building model training using Ensemble Kalman Filters
B Huchuk, CA Cruickshank, W O’Brien, HB Gunay
Proc. eSim, 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
Model-based predictive control of window shades
BJ Huchuk
Carleton University, 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
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
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
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