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45 829 records
Benchmarking multivariate time series classification algorithms on open-source datasets for fault detection and diagnostics in HVAC systems.
Optimizing controls of IoT-based manufacturing buildings through deep reinforcement learning.
Modeling thermostat adjustment behavior in residential communities during eco-feedback energy interventions.
Deep learning-based quantification of heat gains and impact on building energy demand.
Enabling human-centered daylighting operation using non-intrusive luminance monitoring and deep learning.
An analytical method to estimate the LCOE/S of air source heat pumps integrated with thermal storage.
Comparative free cooling performance evaluation of water-side and air-side economizers for data centers in various regions.
The benefits of buried ducts - beyond what we know today.
Field evaluations in the time of COVID-19: overcoming unexpected challenges when testing occupied buildings.
A comparison between common and reinforcement learning-based supply air temperature reset strategies with varying occupant temperature preferences.
Field demonstration of predictive heat pump water heater control.
Design and commissioning of a facility for studying next-generation high performance building technologies and their interactions with occupants.
Model predictive control of a hybrid rooftop unit system integrated with phase change material for load shifting.
Field test and evaluation of model predictive control in a grid-interactive thermal energy storage integrated heat pump system.
How to develop future weather data for building energy modeling.
Physics-based dynamic bayesian network for fault detection and diagnostics in building HVAC systems.
Thermal modeling of industrial environments using transient 0D And 1D models.
Investigating occupant thermostat-adjustment behavioral patterns in different heat pump operation modes: a field experiment.
Design and experimental performance of practical model predictive control (MPC) for multi-zone variable refrigerant system (VRF) for small and medium commercial buildings.
What have we learned from field demonstrations of advanced commercial HVAC control ?
Modelling and simulation of a carnot battery coupled to seasonal underground stratified thermal energy storage for heating, cooling and electricity generation.
Feasibility of gravity batteries in residential homes: a case study.
Demand response control for the inverter air conditioners based on hierarchical nonlinear model predictive control for plug-and-play.
Design and optimization of the conventional heat pump with thermal energy storage for grid-interactive efficient buildings.
Experimental investigation and performance characterization of PCM integrated finned tube heat exchanger for building heating and cooling applications.
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