Commercial Building Systems
Field Performance of Commercial Building Load Flexibility Using Model Predictive Control." 8th International High Performance Buildings Conference at Purdue. West Lafayette, IN, 2024.
, , , and . "Potential of artificial intelligence in reducing energy and carbon emissions of commercial buildings at scale." Nature Communications 15 (2024).
, , , and . "A novel data-driven relationship inference approach for automatic data tagging in building heating, ventilation and air conditioning systems." Building and Environment Vol. No.246 (2023).
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Accuracy of hourly energy predictions for demand flexibility applications." Energy and Buildings Vol.295 No.113297 (2023).
, , , , , and . "A labeled dataset for building HVAC systems operating in faulted and fault-free states." Scientific Data 10 (2023).
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Implementation and test of an automated control hunting fault correction algorithm." Energy & Buildings Vol.283 No.112796 (2023).
, , , , , and . "A review of data-driven fault detection and diagnostics for building HVAC systems." Applied Energy Vol.339 No.121030 (2023).
, , , , , , , , , , , , , , , , , , , and . "Energy efficiency package for rooftop unit replacement: laboratory testing and validation of energy savings." Science and Technology for the Built Environment (2022).
, , , , and . "Getting to Scale for Decarbonizing Homes in the US: An Industry Survey." SBE22Delft - Innovations for the Urban Energy Transition: Preparing for the European Renovation Wave. 2022.
, , , and . "Assessing EMIS Benefits: A new field evaluation protocol offers rigor and flexibility." The 7th International High Performance Buildings Conference at Purdue. 2022.
, , , and . "Integration of FDD Data to Aid HVAC System Maintenance." The 9th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2022). 2022.
, , , and . "Modeling Air Handling Units to Create a Diverse Fault Dataset for FDD Innovation: Lessons Learned and Recommendations." 7th International High Performance Buildings Conference. West Lafayette, Indiana: Purdue University, 2022.
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