Publications: BTUS Energy Analytics
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2019
Kramer, , Hannah, , Guanjing Lin, Jessica Granderson, , Claire Curtin, and Eliot Crowe."Synthesis of Year Two Outcomes in the Smart Energy Analytics Campaign."
(2019). DOI
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Data fusion in predicting internal heat gains for office buildings through a deep learning approach."Applied Energy
240 (2019) 386 - 398. DOI
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. DOI
Wang, Wei, Tianzhen Hong, Nan Li, Ryan Qi Wang, and Jiayu Chen."Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification."Applied Energy
236 (2019) 55 - 69. DOI
Blum, David, K. Arendt, Lisa Rivalin, Mary Ann Piette, Michael Wetter, and C.T. Veje."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. DOI
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. DOI
Widergren, Steve, Ron Melton, Aditya Khandekar, Bruce Nordman, and Mark Knight."The Plug-and-Play Electricity Era: Interoperability to Integrate Anything, Anywhere, Anytime."IEEE Power and Energy Magazine
17.5 (2019) 47 - 58. DOI
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. DOI
2018
Pritoni, Marco, Chris Weyandt, Diedre Carter, and John Elliott."Towards a Scalable Model for Smart Buildings."ACEEE Summer Study on Energy Efficiency in Buildings
(2018).
Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani."BuildingIQ Technology Field Validation."
(2018). DOI
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).
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. DOI
Sofos, Marina, and Jared Langevin."Laying Down the Foundation: An R&D Roadmap for Energy Savings through Advancements in Smart Building Technologies."2018 ACEEE Summer Study on Energy Efficiency in Buildings
(2018).
Piette, Mary Ann, Rebecca Zarin Pass, Reshma Singh, and Tianzhen Hong."Review of City Energy and Emissions Analysis Needs, Methods & Tools."2018 Summer Study on Energy Efficiency in Buildings
(2018). DOI
Blum, David, Guanjing Lin, Michael Spears, Janie Page, and Jessica Granderson."When Data Analytics Meet Site Operation: Benefits and Challenges."2018 ACEEE Summer Study on Energy Efficiency in Buildings
(2018).
Hart, 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. DOI
Aghajanzadeh, Arian, Marshall English, and Collin English."Opportunities for Electricity Demand Management in Irrigated Agriculture."
(2018). DOI
Fuchs, Heidi, Arian Aghajanzadeh, and Peter L. Therkelsen."Using Industry’s Own Words to Evaluate ISO 50001 Energy Management Systems Adoption."
(2018). DOI
Fernandes, Samuel, Jessica Granderson, Rupam Singla, and Samir Touzani."Corporate Delivery of a Global Smart Buildings Program."Energy Engineering
(2018). DOI
Touzani, Samir, Jessica Granderson, and Samuel Fernandes."Gradient boosting machine for modeling the energy consumption of commercial buildings."Energy and Buildings
(2018). DOI
Panagopoulos, Athanasios Aris, Michail Katsigiannis, Marco Pritoni, Gabe Fierro, Daniel Lengyel, Therese Peffer, Georgios Chalkiadakis, and David Culler."Dealing with Expected Thermal Discomfort."ACEEE Summer Study on Energy Efficiency in Buildings
(2018).
Podkaminer, Kara, Valerie Nubbe, Ben King, Ookie Ma, Jared Langevin, Jack Mayernik, Chioke B. Harris, and Eric Wilson."Is every kWh the same? How do energy efficiency measures stack up across regions?."2018 ACEEE Summer Study on Energy Efficiency in Buildings
(2018).
Pritoni, Marco, Angela Sanguinetti, Rebecca Ford, and Beth Karlin."Smart Home Energy Management: Use Cases and Savings Opportunities."ACEEE Summer Study on Energy Efficiency in Buildings
(2018).