Publications and Research Presentations
2020
. "Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance." Building and Environment 168 (2020) 106505. 
PDF (3.7 MB)
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PDF (3.7 MB) . "Building Commissioning Costs and Savings Across Three Decades and 1,500 North American Buildings." Energy and Buildings 227.110408 (2020). PDF (1.31 MB)
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PDF (1.31 MB) . "Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools." Energies 13 (2020). PDF (2.22 MB)
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PDF (2.22 MB) . "Machine Learning for Automated Extraction of Building Geometry." The American Council for an Energy-Efficient Economy. 2020. PDF (2.44 MB)
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PDF (2.44 MB) . Market Brief: Customer-sited Distributed Energy Resources. 2020. curtin_-_market_brief_9-19.20.pdf (1.21 MB)
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curtin_-_market_brief_9-19.20.pdf (1.21 MB) . "Meter-Based Assessment of the Time and Locational Benefits of a Large Utility’s DSM Portfolio." 2020 Summer Study on Energy Efficiency in Buildings. 2020. meter-based_assessment_of_the_time.pdf (1.37 MB)
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meter-based_assessment_of_the_time.pdf (1.37 MB) . Proving the Business Case for Building Analytics. 2020. PDF (13.09 MB)
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PDF (13.09 MB) . "Spatio-temporal impacts of a utility’s efficiency portfolio on the distribution grid." Energy 212.118669 (2020). PDF (2.2 MB)
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PDF (2.2 MB) . "What's in a Name? Developing a Standardized Taxonomy for HVAC System Faults." 2020 ACEEE Summer Study on Energy Efficiency in Buildings. 2020. PDF (1003.58 KB)
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PDF (1003.58 KB)2019
. Realizing high-accuracy low-cost measurement and verification for deep cost savings. 2019. PDF (4.04 MB)
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PDF (4.04 MB) . Energy Information Systems: From the Basement to the Boardroom. 2019. PDF (5.79 MB)
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PDF (5.79 MB) . "A performance evaluation framework for building fault detection and diagnosis algorithms." Energy and Buildings 192 (2019) 84 - 92. PDF (1.16 MB)
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PDF (1.16 MB) . "Evaluation of Methods to Assess the Uncertainty in Estimated Energy Savings." Energy and Buildings 193 (2019). PDF (1.26 MB)
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PDF (1.26 MB) . "Building analytics and monitoring-based commissioning: industry practice, costs, and savings." Energy Efficiency (2019). PDF (645.08 KB)
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PDF (645.08 KB) . "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117 - 128. PDF (1.6 MB)
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PDF (1.6 MB) . "Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems." Applied Energy 236 (2019) 410 - 425. PDF (1.13 MB)
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PDF (1.13 MB) . "Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187 - 195. PDF (897.37 KB)
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PDF (897.37 KB) . "Statistical change detection of building energy consumption: Applications to savings estimation." Energy and Buildings 185 (2019) 123 - 136. PDF (1.03 MB)
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PDF (1.03 MB) . "From Theory to Practice: Lessons Learned from an Advanced M&V Commercial Pilot." International Energy Program Evaluation Conference. 2019. PDF (563.08 KB)
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PDF (563.08 KB)2018
. "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. PDF (1.12 MB)
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PDF (1.12 MB) . "Field evaluation of performance of HVAC optimization system in commercial buildings." Energy and Buildings 173 (2018) 577 - 586. PDF (1.42 MB)
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PDF (1.42 MB) . "When Data Analytics Meet Site Operation: Benefits and Challenges." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018. PDF (1.52 MB)
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PDF (1.52 MB) . "A Framework for Monitoring-Based Commissioning: Identifying Variables That Act as Barriers and Enablers to the Process." Energy and Buildings 168 (2018) 331 - 346. PDF (1.53 MB)
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PDF (1.53 MB) . "Packaged Scalable Energy Information Systems for Hotels." . Journal of Facilities Management 16.2 (2018) 119 - 141. PDF (2.95 MB)
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PDF (2.95 MB) . BuildingIQ Technology Field Validation. 2018. PDF (4.46 MB)
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PDF (4.46 MB)