BTUS FLEXLAB and Systems Integration
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A labeled dataset for building HVAC systems operating in faulted and fault-free states." Scientific Data 10 (2023).
, , , , , , , , and . "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 . "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 . "Using discrete Bayesian networks for diagnosing and isolating cross-level faults in HVAC systems." Applied Energy 327 (2022).
, , , , and . "A simulation-based method to analyze fan coil unit fault impacts." 2022 ASHRAE Summer Conference. 2022.
, , , , and . "Communication Requirements for Price-Based Grid Coordination." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , and . "Towards Digital and Performance-Based Supervisory HVAC Control Delivery." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , , , , and . "SolarPlus Optimizer: Integrated Control of Solar, Batteries, and Flexible Loads for Small Commercial Buildings." 2022 ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , and . "Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection — Part I Development of the Method." ASME Journal of Engineering for Sustainable Buildings and Cities 3 (2022).
, , and . "Laboratory Evaluation of Tunable White LEDs for Circadian Lighting in Commercial Offices. Southern California Edison, 2021.
, and . Hardware-In-the-Loop Benchmarking Setup for Phasor Based Control Validation." Modeling, Estimation and Control Conference (MECC 2021), 2021.
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Blind to Blinds: Opening Our Eyes to Savings from New Automated Shading Systems." ACEEE Summer Study in Buildings 2020. 2020.
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Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact." RLEM’20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities. 2020.
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