Dr. Jessica Granderson is a Staff Scientist and the Deputy of Research Programs for the Building Technology and Urban Systems Division at the Lawrence Berkeley National Laboratory. She is a member of the Whole Building Systems Department. Dr. Granderson holds a PhD in Mechanical Engineering from UC Berkeley, and an AB in Mechanical Engineering from Harvard University. Her research focuses on building energy performance monitoring and diagnostics, advanced measurement and verification, and intelligent lighting controls. She is the recipient of the 2015 Clean Energy Education and Empowerment (C3E) Award for Leadership in Research.
Jessica Granderson
Awards
February 2020
Retro-commissioning Sensor Suitcase Commercialization Team: Samuel Fernandes, Jessica Granderson, Guanjing Lin, Robin Mitchell
November 2015
Jessica Granderson
Publications
2019
. "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)
Related Files
PDF (1.6 MB) . "Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187 - 195. PDF (897.37 KB)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
PDF (1.53 MB) . "Packaged Scalable Energy Information Systems for Hotels." . Journal of Facilities Management 16.2 (2018) 119 - 141. PDF (2.95 MB)
Related Files
PDF (2.95 MB) . BuildingIQ Technology Field Validation. 2018. PDF (4.46 MB)
Related Files
PDF (4.46 MB) . "Corporate Delivery of a Global Smart Buildings Program." Energy Engineering (2018). LBNL-2001096. PDF (1.46 MB)
Related Files
PDF (1.46 MB) . "Gradient boosting machine for modeling the energy consumption of commercial buildings." Energy and Buildings (2018). LBNL-2001097. PDF (1.21 MB)
Related Files
PDF (1.21 MB)2017
. Optimizing Operational Efficiency: Integrating Energy Information Systems and Model-Based Diagnostics. 2017. PDF (5.74 MB)
Related Files
PDF (5.74 MB) . Characterization and Survey of Automated Fault Detection and Diagnostics Tools. Berkeley, CA: Lawrence Berkeley National Laboratory, 2017. LBNL-2001075. PDF (672.12 KB)
Related Files
PDF (672.12 KB) . "The State of Advanced Measurement and Verification Technology and Industry Application." The Electricity Journal 30.8 (2017) 8-16. LBNL-2001068. PDF (1.26 MB)
Related Files
PDF (1.26 MB) . Using EMIS to Identify Top Opportunities for Commercial Building Efficiency. Berkeley: Lawrence Berkeley National Laboratory, 2017. LBNL-1007250. PDF (3.98 MB)
Related Files
PDF (3.98 MB) . "Application of Automated Measurement and Verification to Utility Energy Efficiency Program Data." Energy and Buildings 142 (2017) 191-199. LBNL-1007286. PDF (1.13 MB)
Related Files
PDF (1.13 MB) . The Status and Promise of Advanced M&V: An Overview of “M&V 2.0” Methods, Tools, and Applications. Berkeley: Lawrence Berkeley National Laboratory, 2017. LBNL-1007125. PDF (1.42 MB)
Related Files
PDF (1.42 MB)2016
. "Accuracy of Automated Measurement and Verification (M&V) Techniques for Energy Savings in Commercial Buildings." Applied Energy 173 (2016) 296-308. LBNL-1005181. PDF (3.31 MB)
Related Files
PDF (3.31 MB) . "Building Energy Information Systems: Synthesis of Costs, Savings, and Best-practice Uses." Energy Efficiency (2016). LBNL-1006431. PDF (911.76 KB)
Related Files
PDF (911.76 KB) . "Can We Practically Bring Physics-based Modeling Into Operational Analytics Tools?." Proceedings of the 2016 ACEEE Summer Study on Energy Efficiency in Buildings, Pacific Grove, CA, August 2016 (2016). LBNL-1006282. PDF (897.88 KB)
Related Files
PDF (897.88 KB) . Caring for the Energy Health of Healthcare Facilities U.S.– India Joint Center for Building Energy Research and Development (CBERD). 2016. LBNL-1005844. PDF (2.93 MB)
Related Files
PDF (2.93 MB) . "Unlocking Energy Efficiency in Small Commercial Buildings through Mechanical Contractors." Journal of Architectural Engineering (2016). LBNL-1006015. PDF (1.29 MB)
Related Files
PDF (1.29 MB) . "Will the Measurement Robots Take Our Jobs? An Update on the State of Automated M&V for Energy Efficiency Programs." Proceedings of the 2016 ACEEE Summer Study on Energy Efficiency in Buildings, Pacific Grove, CA, August 2016." (2016). LBNL-1006283. PDF (705.16 KB)
Related Files
PDF (705.16 KB)2015
. "Automated Measurement and Verification of Transactive Energy Systems, Load Shape Analysis, and Consumer Engagement." GridWise® Architecture Council Transactive Energy Conference. Portland, Oregon, 2015. LBNL-1003931. PDF (1.02 MB)
Related Files
PDF (1.02 MB)