Building & Industrial Energy Systems Division
, , , , , , , , , , , and . "Scaling Building Energy Audits through Machine Learning Methods on Novel Drone Image Data." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , , , , , , , , , , , , , , , , , , and . Preliminary Analysis of Decarbonization Pathways for Five Countries: The Net Zero World Initiative Report Series – 01. PNNL, LBNL, NREL, ANL, 2022.
, , , , and . "Performance comparison of quadratic, nonlinear, and mixed integer nonlinear MPC formulations and solvers on an air source heat pump hydronic floor heating system." Journal of Building Performance Simulation (2022) 1–19.
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, , , , and . "Using discrete Bayesian networks for diagnosing and isolating cross-level faults in HVAC systems." Applied Energy 327 (2022).
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, , , , and . "A simulation-based method to analyze fan coil unit fault impacts." 2022 ASHRAE Summer Conference. 2022.
, , and . "Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection — Part II Field Evaluation." Journal of Engineering for Sustainable Buildings and Cities (2022).
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, and . "Better bang for your buck? Comparing savings realization from ESPCs and direct-funded projects." ACEEE Summer Study 2022. 2022.
, , and . "Analysis of water–energy nexus and trends in support of the sustainable development goals: A study using longitudinal water–energy use data." Journal of Cleaner Production 371 (2022) 133448.
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, , , , , , and . "What We Learned From Analyzing 18 Million Rows of Commercial Buildings’ HVAC Fault Data." ACEEE Summer Study on Energy Efficiency in Buildings. 2022.
, and . "Evaluating the Impacts of Weather Forecast Inaccuracy on Performance of Model Predictive Control for Dynamic Facades." 2022 Building Performance Modeling Conference and SimBuild. Chicago, Il: ASHRAE, 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.
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, , and . "Resilient cooling through geothermal district energy system." Applied Energy 325 (2022) 119880.
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, , , , , , , and . "Towards a Stronger Foundation: Digitizing Commercial Buildings with Brick to Enable Portable Advanced Applications." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , and . "The Policy Mullet: Good Intentions in Front, Bad Policy in Back." ACEEE Summer Study. 2022.
, , , and . "Communication Requirements for Price-Based Grid Coordination." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , and . "Communication Requirements for Price-Based Grid Coordination." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , , and . "Cloud-Control of Legacy Building Automation System: A case study." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , , , , and . "When Do Efficiency and Demand Flexibility Go Hand-in-hand?" 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , , , , and . "Benchmarking Demand Flexibility in Commercial Buildings and Flattening the Duck – Addressing Baseline and Commissioning Challenges." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.