Mario Berges-Civil and Environmental Engineering - Carnegie Mellon University

Mario Berges

Assistant Professor, Civil and Environmental Engineering

Civil & Environmental Engineering
Carnegie Mellon University
Pittsburgh, PA 15213-3890
Office: Porter Hall 113
Phone: 412-268-4572
Fax: 412-268-7813


Ph.D. 2010, Carnegie Mellon University


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


  • Rowe, A.; Berges, M. E.; Bhatia, G.; Goldman, E.; Rajkumar, R.; Garrett, J. H.; Moura, J. M. F.; Soibelman, L. "Sensor Andrew: Large-scale Campus-wide Sensing and Actuation", IBM Journal of Research and Development, 55, pp. 6:1-6:14 (2011).
  • Berges, M. E.; Goldman, E.; Matthews, H. S.; Soibelman, L. "Enhancing Electricity Audits in Residential Buildings with Non-Intrusive Load Monitoring", Journal of Industrial Ecology, 14, pp. 844-858 (2010).
  • Rowe, A.; Berges, M. E.; Rajkumar, R. "Contactless sensing of appliance state transitions through variations in electromagnetic fields", Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building, pp. 19-24 (2010).
  • Quintal, F.; Nunes, N. J.; Ocneanu, A.; Berges, M. E. "SINAIS: home consumption package: a low-cost eco-feedback energy-monitoring research platform", Proceedings of the 8th ACM Conference on Designing Interactive Systems, pp. 419-421 (2010).
  • Berges, M. E.; Soibelman, L.; Matthews, H. S. "Building Commissioning as an Opportunity for Training Non-Intrusive Load Monitoring Algorithms", Proceedings of the 6th International Conference on Innovation in Architecture, Engineering and Construction (AEC) (2010).