Publications: Energy & Data Behavior Analytics
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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
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).
Granderson, Jessica, Phillip N Price, David A Jump, Nathan J Addy, and Michael D Sohn."Automated Measurement and Verification: Performance of Public Domain Whole-Building Electric Baseline Models."Applied Energy
144 (2015) 106-113. DOI
Mathew, Paul A, Laurel N Dunn, Michael D Sohn, Andrea C Mercado, Claudine Custudio, and Travis Walter."Big-data for building energy performance: Lessons from assembling a very large national database of building energy use."Applied Energy
140 (2015) 85 - 93. DOI
2014
Mathew, Paul A, Laurel N Dunn, Michael D Sohn, Andrea C Mercado, Claudine Y Custodio, and Travis Walter."Big-Data for Building Energy Performance: Lessons from Assembling a Very Large National Database of Building Energy Use."
(2014).
Granderson, Jessica, David A Jump, Phillip N Price, and Michael D Sohn."Performance Metrics and Objective Testing Methods for Energy Baseline Modeling Software."
(2014).
Custodio, Claudine Y, Travis Walter, Laurel N Dunn, Andrea C Mercado, Richard E Brown, and Paul A Mathew."Data Preparation Process for the Buildings Performance Database."
(2014).
Brown, Richard E, Travis Walter, Laurel N Dunn, Claudine Y Custodio, and Paul A Mathew."Getting Real with Energy Data: Using the Buildings Performance Database to Support Data-Driven Analyses and Decision-Making."
(2014).
2013
Price, Phillip N, Jessica Granderson, Michael D Sohn, Nathan J Addy, and David A Jump."Commercial Building Energy Baseline Modeling Software: Performance Metrics and Method Testing with Open Source Models and Implications for Proprietary Software Testing."
(2013).
Jump, David A, Phillip N Price, Jessica Granderson, and Michael D Sohn."Functional Testing Protocols for Commercial Building Efficiency Baseline Modeling Software."
(2013).
2010
Najafi, Massieh, David M Auslander, Philip Haves, and Michael D Sohn."A Statistical Pattern Analysis Framework for Rooftop Unit Diagnostics."International Journal of Heating, Ventilating, Air-Conditioning and Refrigeration Research
(2010).
Najafi, Massieh, David M Auslander, Peter L Bartlett, Philip Haves, and Michael D Sohn."Modeling and Measurement Constraints in Fault Diagnostics for HVAC Systems."ASME Journal of Dynamic Systems, Measurement, and Controls
(2010).