Lead Performer: National Renewable Energy Laboratory – Golden, CO; Partner: Viracon – Owatonna, MN
Lead Performer: RTI International – Research Triangle Park, NC
Partner: Auburn University – Auburn, AL
Partner: Auburn University – Auburn, AL

University of Virginia researchers are using machine learning to help automate the mapping of sensor and control "points" in commercial buildings.
Lead Performer: Materials Modification Inc., Fairfax, VA
Lead Performer: Lawrence Berkeley National Laboratory – Berkeley, CA
Lead Performer: National Institute of Standards and Technology - Gaithersburg, MD
Lead Performer: University of Maryland – College Park, MD; partner: Maryland Energy & Sensor Technologies, LLC (MEST) - College Park, MD
Lead Performer: Oak Ridge National Laboratory, Oak Ridge, Tennessee
Lead Performer: Pacific Northwest National Laboratory – Richland, WA
Lead Performer: Oak Ridge National Laboratory – Oak Ridge, TN