Commercial Building Systems
, , , , and . "Development of a Simulated Air Handling Unit Fault Dataset for FDD Tools: Lessons Learned and Considerations for FDD Developers." 2022 ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.
, , , , , , , , , , , 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 . "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 . "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).
, , , , , , 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 . "Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings." Advances in Applied Energy 8 (2022) 100107.
, , and . "Resilient cooling through geothermal district energy system." Applied Energy 325 (2022) 119880.
, , , , , , , 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 . "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.
, , , , , , , and . "Heat Pumps with Phase Change Thermal Storage: Flexible, Efficient, and Electrification Friendly." 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 . "GHG policy impacts for Seattle’s buildings: targets, timing, and scope." Buildings and Cities (2021).
, and . "City-level impacts of building tune-ups: Findings from Seattle’s building tune-ups program." Energy Policy (2022).
, , , and . "Evaluating the Performance of HVAC Optimal Control Based on Real-time Floor-by-Floor Occupancy Data." ACEEE. 2022.
, and . BEYOND WIDGETS SYSTEM PACKAGES Deployment Strategies. 2022.
, , , , , and . "Multi-technology building system retrofits for utility incentive programs: Savings, costs and baseline considerations." Energy and Buildings (2022).