Commercial Building Systems

2019

Kramer, Hannah, Guanjing Lin, Claire Curtin, Eliot Crowe, and Jessica Granderson. "Building analytics and monitoring-based commissioning: industry practice, costs, and savings." Energy Efficiency (2019).
Hu, R. L, Jessica Granderson, David M Auslander, and Alice M Agogino. "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117 - 128.

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Singh, Reshma, Baptiste Ravache, and Mary Ann Piette. Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions. 2019. 2001218.

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Granderson, Jessica, Guanjing Lin, David Blum, Janie Page, Michael Spears, and Mary Ann Piette. "Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187 - 195.

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Walter, Travis, and Paul A Mathew. Is the BPD Nationally Representative? A Comparison of the Building Performance Database to the Commercial Buildings Energy Consumption Survey. 2019. LBNL-20001198.

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Touzani, Samir, Baptiste Ravache, Eliot Crowe, and Jessica Granderson. "Statistical change detection of building energy consumption: Applications to savings estimation." Energy and Buildings 185 (2019) 123 - 136.

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2018

Harris, Nora, Tripp Shealy, Hannah Kramer, Jessica Granderson, and Georg Reichard. "A Framework for Monitoring-Based Commissioning: Identifying Variables That Act as Barriers and Enablers to the Process." Energy and Buildings 168 (2018) 331 - 346.

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Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Peter Schwartz, Jordan Shackelford, and Travis Walter. "Beyond Widgets: Validated Systems Energy Savings and Utility Custom Incentive Program Systems Trends." 2018 Summer Study on Energy Efficiency in Buildings. 2018.

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Singh, Reshma, Baptiste Ravache, and Dale A Sartor. Building Innovation: A Guide For High-Performance Energy Efficient Buildings In India. 2018. LBNL-2001147.

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Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani. BuildingIQ Technology Field Validation. 2018.

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Mathew, Paul A, Cynthia Regnier, Travis Walter, and Jordan Shackelford. ComEd – LBNL ‘Beyond Widgets’ Project Automated Shading Integrated with Lighting and HVAC Controls System Program Manual. 2018. LBNL-2001132.

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Granderson, Jessica, Guanjing Lin, Rupam Singla, Ebony Mayhorn, Paul Ehrlich, and Draguna Vrabie. "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.

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Fernandes, Samuel, Jessica Granderson, Rupam Singla, and Samir Touzani. "Corporate Delivery of a Global Smart Buildings Program." Energy Engineering (2018). LBNL-2001096.

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Mathew, Paul A, Nancy Wallace, Paulo Issler, Baptiste Ravache, Philip Coleman, and Cindy Zhu. "Do energy costs really affect commercial mortgage default risk? New results and implications for energy efficiency investments." 2018 Summer Study on Energy Efficiency in Buildings. 2018.

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Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Peter Schwartz, Jordan Shackelford, and Travis Walter. Energy Cost Savings of Systems-Based Building Retrofits: A Study of Three Integrated Lighting Systems in Comparison with Component Based Retrofits. 2018.

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Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani. "Field evaluation of performance of HVAC optimization system in commercial buildings." Energy and Buildings 173 (2018) 577 - 586.

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Touzani, Samir, Jessica Granderson, and Samuel Fernandes. "Gradient boosting machine for modeling the energy consumption of commercial buildings." Energy and Buildings (2018). LBNL-2001097.

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Singh, Reshma, Paul A Mathew, Jessica Granderson, Yash Shukla, and Amiya Ranjan Behera. "Packaged Scalable Energy Information Systems for Hotels." Ed. Pitt, Michael. Journal of Facilities Management 16.2 (2018) 119 - 141.

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Ravache, Baptiste, and Cynthia Regnier. Stasis PCM Test Results. 2018. 2001162.

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2017

Granderson, Jessica, Samir Touzani, Samuel Fernandes, and Cody Taylor. "Application of Automated Measurement and Verification to Utility Energy Efficiency Program Data." Energy and Buildings 142 (2017) 191-199. LBNL-1007286.

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Robinson, Alastair, Paul A Mathew, Cynthia Regnier, Peter Schwartz, Jordan Shackelford, and Travis Walter. California Publicly‐Owned Utilities (POUs) – LBNL ‘Beyond Widgets’  Project  Task‐ambient lighting and occupancy‐based plug load control  System Program Manual . 2017. LBNL-2001130.

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Granderson, Jessica, Rupam Singla, Ebony Mayhorn, Paul Ehrlich, Draguna Vrabie, and Stephen Frank. Characterization and Survey of Automated Fault Detection and Diagnostics Tools. Berkeley, CA: Lawrence Berkeley National Laboratory, 2017. LBNL-2001075.

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Iyer, Maithili, Satish Kumar, Sangeeta Mathew, Hannah Stratton, Paul A Mathew, and Mohini Singh. "Establishing a commercial building energy data framework for India: Approaches, use cases, and institutions." INSPIRE 2017. Jaipur, India, 2017. LBNL-2001148.

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Granderson, Jessica, Guanjing Lin, David Blum, Shankar Earni, Janie Page, and Mary Ann Piette. Optimizing Operational Efficiency: Integrating Energy Information Systems and Model-Based Diagnostics. 2017.

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Fernandes, Samuel, and Jessica Granderson. "The State of Advanced Measurement and Verification Technology and Industry Application." The Electricity Journal 30.8 (2017) 8-16. LBNL-2001068.

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