Mario Berges

Assistant Professor, Civil and Environmental Engineering

Education

Ph.D. 2010, Carnegie Mellon University

Research

Infrastructure monitoring, building energy management, smart grid, machine learning for signal processing, sensor networks.

Publications

• "Enhancing Electricity Audits in Residential Buildings with Non-Intrusive  
  Load Monitoring". Journal of Industrial Ecology: Special Issue on Envi- 
  ronmental Applications of Information and Communication Technologies  
  (ICT). (In print).  
• Rowe, Anthony, Mario Berges, Gaurav Bhatia, Ethan Goldman, Raj Ra- 
  jkumar, Lucio Soibelman, James H. Garrett, Jose M. F. Moura. "Sensor  
  Andrew: Large-Scale Campus-Wide Sensing and Actuation." IBM Journal  
  of Research and Development: Special Issue on Smarter Cities and Sensed  
  Infrastructures. (In print).  
• Berges, Mario, Ethan Goldman, H. Scott Matthews, and Lucio Soibelman.  
  "Training Load Monitoring Algorithms on Highly Sub-Metered Home Elec- 
  tricity Consumption Data." Tsinghua Science & Technology 13 (2008):  
  406-411. (Invited Journal Paper)