Publications
2021
Touzani, Samir, Marc Wudunn, Samuel Fernandes, Avideh Zakhor, Rohullah Najibi, and Jessica Granderson."A MACHINE LEARNING APPROACH TO ESTIMATE WINDOWS-TO-WALL RATIO USING DRONE IMAGER."
(2021).
2020
Fernandes, Samuel, Eliot Crowe, Samir Touzani, and Jessica Granderson."Detecting the undetected: Dealing with non-routine events using advanced M&V meter-based savings approaches."ACEEE Summer Study on Energy Efficiency in Buildings
(2020). DOI
2018
Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani."BuildingIQ Technology Field Validation."
(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
2017
Fernandes, Samuel, and Jessica Granderson."The State of Advanced Measurement and Verification Technology and Industry Application."The Electricity Journal
30.8 (2017) 8-16. DOI
Granderson, Jessica, Samir Touzani, Samuel Fernandes, and Cody Taylor."Application of Automated Measurement and Verification to Utility Energy Efficiency Program Data."Energy and Buildings
(2017) 191-199. DOI
2016
Granderson, Jessica, Samir Touzani, Cody Taylor, and Samuel Fernandes."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).
Granderson, Jessica, Samir Touzani, Claudine Y. Custodio, Michael D. Sohn, David A. Jump, and Samuel Fernandes."Accuracy of Automated Measurement and Verification (M&V) Techniques for Energy Savings in Commercial Buildings."Applied Energy
173 (2016) 296-308. DOI
Granderson, Jessica, Erin L. Hult, Samuel Fernandes, Paul A. Mathew, and Robin Mitchell."Unlocking Energy Efficiency in Small Commercial Buildings through Mechanical Contractors."Journal of Architectural Engineering
(2016).
2015
Granderson, Jessica, Samir Touzani, Claudine Y. Custodio, Michael D. Sohn, Samuel Fernandes, and David A. Jump."Assessment of Automated Measurement and Verification (M&V) Methods."
(2015).
Touzani, Samir, Claudine Y. Custodio, Michael D. Sohn, Samuel Fernandes, Jessica Granderson, David A. Jump, and Cody Taylor."M & V Shootout: Setting the Stage For Testing the Performance of New Energy Baseline."2015 International Energy Program Evaluation Conference
(2015).