Mario Bergés

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Lucio SoibelmanUniversity of Southern CaliforniaVerified email at usc.edu
Burcu AkinciProfessor of Civil and Environmental Engineering, Carnegie Mellon UniversityVerified email at cmu.edu
H. Scott MatthewsPrincipal Scientist, KeyLogic Systems / National Energy Technology LaboratoryVerified email at alumni.cmu.edu
Jingkun GaoApple Inc.Verified email at cmu.edu
Hae Young NohAssociate Professor of Civil and Environmental Engineering, Stanford UniversityVerified email at stanford.edu
James H. Garrett, Jr.Provost and Thomas Lord Professor of Civil Engineering, , Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Suman GiriCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Jose M. F. MouraPhilip L. and Marsha Dowd University Professor, Carnegie Mellon UniversityVerified email at ece.cmu.edu
Bingqing ChenBosch Center for Artificial IntelligenceVerified email at andrew.cmu.edu
Joern PloennigsIBM Research, Smarter City Technology CentreVerified email at ie.ibm.com
Joel B. HarleyAssociate Professor, University of FloridaVerified email at ufl.edu
Henning LangeUniversity of WashingtonVerified email at uw.edu
Xuesong LiuResearch Assistant Professor of Civil Engineering, Carnegie Mellon UniversityVerified email at cmu.edu
Matineh EybpooshPhD from Carnegie Mellon UniversityVerified email at cmu.edu
Yuvraj AgarwalAssociate Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Kamin WhitehouseProfessor of Computer Science, University of VirginiaVerified email at virginia.edu
Jason B. KohChief Data Scientist at Mapped Inc.Verified email at mapped.com
Mikkel Baun KjærgaardProfessor in Software Engineering, University of Southern DenmarkVerified email at mmmi.sdu.dk
Bharathan BalajiSenior Applied Scientist, AmazonVerified email at amazon.com
Dezhi HongCSE & HDSI, UC San DiegoVerified email at ucsd.edu

Mario Bergés

Professor, Civil and Environmental Engineering Department, Carnegie Mellon University

Verified email at cmu.edu - Homepage

Building Energy Management Smart Infrastructure


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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	488*	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	285	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	239	2014
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	235	2010
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	226	2012
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	220	2015
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	181	2011
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	180	2018
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	175	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	162	2009
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	152	2011
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	144	2015
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	125	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	116	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	109	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	107	2010
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	103	2019
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, 2011	83	2011
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	80	2008
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	73	2015

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