Commercial Building Systems
Potential of artificial intelligence in reducing energy and carbon emissions of commercial buildings at scale." Nature Communications 15 (2024).
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Recommended vs. Actual Escalation Rates For ESPCs: Is the Guidance Good?." International Journal of Energy Management 5.1 (2023).
, and . "Better bang for your buck? Comparing savings realization from ESPCs and direct-funded projects." ACEEE Summer Study 2022. 2022.
, and . "Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings." Advances in Applied Energy 8 (2022) 100107.
, , , , , , , , , and . "Analysis of Automated Fault Detection and Diagnostics Records as an Indicator of HVAC Fault Prevalence: Methodology and Preliminary Results." International High Performance Buildings Conference. 2021.
, , , , , , and . "Dynamic Bayesian Network-Based Fault Diagnosis for ASHRAE Guideline 36: High Performance Sequence of Operation for HVAC Systems." The 1st ACM International Workshop on Big Data and Machine Learning for Smart Buildings and Cities (ACM BALANCES). 2021.
, , , , , , , , and . "A simulation-based evaluation of fan coil unit fault effects." Energy and Buildings 263 (2022).
, , , , and . "From fault-detection to automated fault correction: a field study." Building and Environment 214 (2022).
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Statistical change detection of building energy consumption: Applications to savings estimation." Energy and Buildings 185 (2019) 123–136.
, , , and . "Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187–195.
, , , , , and . "Commercial Fault Detection and Diagnostics Tools: What They Offer, How They Differ, and What’s Still Needed." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.
, , , , , and . "Packaged Scalable Energy Information Systems for Hotels." Ed. . Journal of Facilities Management 16.2 (2018) 119–141.
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