Mario Bergés
Mario Bergés
Professor, Civil and Environmental Engineering Department, Carnegie Mellon University
Verified email at - Homepage
Cited by
Cited by
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
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
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
Event detection for non intrusive load monitoring
KD Anderson, ME Berges, A Ocneanu, D Benitez, JMF Moura
IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society …, 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
Brick: Metadata schema for portable smart building applications
B Balaji, A Bhattacharya, G Fierro, J Gao, J Gluck, D Hong, A Johansen, ...
Applied energy 226, 1273-1292, 2018
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
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
Learning systems for electric consumption of buildings
M Berges, E Goldman, HS Matthews, L Soibelman
ASCE International Workshop on Computing in Civil Engineering, 2009
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
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
Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy
B Chen, Z Cai, M Bergés
Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019
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
A feasibility study of automated plug-load identification from high-frequency measurements
J Gao, EC Kara, S Giri, M Berges
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2015
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
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
Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction
J Liu, S Chen, M Bergés, J Bielak, JH Garrett, J Kovačević, HY Noh
Mechanical Systems and Signal Processing 136, 106454, 2020
Methods and apparatuses for monitoring energy consumption and related operations
MEB Gonzalez, EJ Goldman, L Soibelman, BW Andrews, DSB Meijia, ...
US Patent 9,104,189, 2015
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
A voltage and current measurement dataset for plug load appliance identification in households
R Medico, L De Baets, J Gao, S Giri, E Kara, T Dhaene, C Develder, ...
Scientific data 7 (1), 49, 2020
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