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05/03/2023
District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images
The paper describes a dataset that was collected by infrared thermograph...
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11/17/2022
Longitudinal thermal imaging for scalable non-residential HVAC and occupant behaviour characterization
This work presents a study on the characterization of the air-conditioni...
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07/07/2020
Are Ensemble Classifiers Powerful Enough for the Detection and Diagnosis of Intermediate-Severity Faults?
IS faults present milder symptoms compared to severe faults, and are mor...
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11/22/2019
Learning Robustness with Bounded Failure: An Iterative MPC Approach
We propose an approach to design a Model Predictive Controller (MPC) for...
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10/30/2019
EnergyStar++: Towards more accurate and explanatory building energy benchmarking
Building energy performance benchmarking has been adopted widely in the ...
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08/29/2019
A Queuing Approach to Parking: Modeling, Verification, and Prediction
We present a queuing model of parking dynamics and a model-based predict...
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02/18/2019
Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks
Early detection of incipient faults is of vital importance to reducing m...
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02/18/2019
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection
It is important to identify the change point of a system's health status...
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12/20/2017
Mechanism Design for Demand Response Programs
Demand Response (DR) programs serve to reduce the consumption of electri...
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03/04/2015