Mario Bergés
Mario Bergés
Associate Professor, Civil and Environmental Engineering Department, Carnegie Mellon University
Verified email at cmu.edu - Homepage
TitleCited byYear
BLUED: A fully labeled public dataset for event-based non-intrusive load monitoring research
K Anderson, A Ocneanu, D Benitez, D Carlson, A Rowe, M Berges
2nd Workshop on Data Mining Applications in Sustainability (SustKDD), 2012
268*2012
Enhancing electricity audits in residential buildings with nonintrusive load monitoring
ME Berges, E Goldman, HS Matthews, L Soibelman
Journal of industrial ecology 14 (5), 844-858, 2010
1682010
Sensor Andrew: Large-scale campus-wide sensing and actuation
A Rowe, ME Berges, G Bhatia, E Goldman, R Rajkumar, JH Garrett, ...
IBM Journal of Research and Development 55 (1.2), 6: 1-6: 14, 2011
1412011
Learning systems for electric consumption of buildings
M Berges, E Goldman, HS Matthews, L Soibelman
ASCE International Workshop on Computing in Civil Engineering, 2009
1302009
User-centered nonintrusive electricity load monitoring for residential buildings
M Berges, E Goldman, HS Matthews, L Soibelman, K Anderson
Journal of computing in civil engineering 25 (6), 471-480, 2011
1182011
Event detection for non intrusive load monitoring
KD Anderson, ME Bergés, A Ocneanu, D Benitez, JMF Moura
IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society …, 2012
1172012
Unsupervised disaggregation of appliances using aggregated consumption data
H Gonçalves, A Ocneanu, M Bergés, R Fan
The 1st KDD Workshop on Data Mining Applications in Sustainability (SustKDD), 2011
1032011
Contactless sensing of appliance state transitions through variations in electromagnetic fields
A Rowe, M Berges, R Rajkumar
Proceedings of the 2nd ACM workshop on embedded sensing systems for energy …, 2010
1022010
Brick: Towards a unified metadata schema for buildings
B Balaji, A Bhattacharya, G Fierro, J Gao, J Gluck, D Hong, A Johansen, ...
Proceedings of the 3rd ACM International Conference on Systems for Energy …, 2016
952016
PLAID: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract
J Gao, S Giri, EC Kara, M Bergés
proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014
732014
Training load monitoring algorithms on highly sub-metered home electricity consumption data
M Berges, E Goldman, HS Matthews, L Soibelman
Tsinghua Science and Technology 13 (S1), 406-411, 2008
692008
Robust ultrasonic damage detection under complex environmental conditions using singular value decomposition
C Liu, JB Harley, M Bergés, DW Greve, IJ Oppenheim
Ultrasonics 58, 75-86, 2015
612015
Estimating the benefits of electric vehicle smart charging at non-residential locations: A data-driven approach
EC Kara, JS Macdonald, D Black, M Bérges, G Hug, S Kiliccote
Applied Energy 155, 515-525, 2015
582015
A comparison of non-intrusive load monitoring methods for commercial and residential buildings
N Batra, O Parson, M Berges, A Singh, A Rogers
arXiv preprint arXiv:1408.6595, 2014
552014
Automatically disaggregating the total electrical load in residential buildings: a profile of the required solution
HS Matthews, L Soibelman, M Berges, E Goldman
Intelligent Computing in Engineering (ICE08) Proceedings, 381-389, 2008
452008
An energy estimation framework for event-based methods in Non-Intrusive Load Monitoring
S Giri, M Bergés
Energy Conversion and Management 90, 488-498, 2015
432015
Using smart devices for system-level management and control in the smart grid: A reinforcement learning framework
EC Kara, M Berges, B Krogh, S Kar
2012 IEEE Third International Conference on Smart Grid Communications …, 2012
402012
Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities
Y Jin, E Tebekaemi, M Berges, L Soibelman
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
402011
Sensing and field data capture for construction and facility operations
S Taneja, B Akinci, JH Garrett, L Soibelman, E Ergen, A Pradhan, P Tang, ...
Journal of construction engineering and management 137 (10), 870-881, 2010
402010
Data-fusion approaches and applications for construction engineering
SM Shahandashti, SN Razavi, L Soibelman, M Berges, CH Caldas, ...
Journal of Construction Engineering and Management 137 (10), 863-869, 2010
392010
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Articles 1–20