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

Research Group: AIS 
Research Centers: Sii


Ph.D. 2010, Carnegie Mellon University

Areas of Interest

  • Infrastructure monitoring
  • Building energy management
  • Smart grid
  • Machine learning for signal processing
  • Sensor networks

Selected Publications

  • Rowe, A., Berges, M. E., Bhatia, G., Goldman, E., Rajkumar, R., Garrett, J. H., Moura, J. M. F., Soibelman, L. (2011) "Sensor Andrew: Large-scale Campus-wide Sensing and Actuation,” IBM Journal of Research and Development, 55: 6:1-6:14.
  • Berges, M. E., Goldman, E., Matthews, H. S., Soibelman, L. (2010) "Enhancing Electricity Audits in Residential Buildings with Non-Intrusive Load Monitoring,” Journal of Industrial Ecology, 14: 844-858.
  • Rowe, A., Berges, M. E., Rajkumar, R. (2010) "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, 19-24.
  • Quintal, F., Nunes, N. J., Ocneanu, A., Berges, M. E. (2010) "SINAIS: home consumption package: a low-cost eco-feedback energy-monitoring research platform," Proceedings of the 8th ACM Conference on Designing Interactive Systems, 419-421.
  • Berges, M. E., Soibelman, L., Matthews, H. S. (2010) "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).