Mario Bergés

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Lucio SoibelmanUniversity of Southern CaliforniaEmail verificata su usc.edu
H. Scott MatthewsFormerly: Professor of Civil and Environmental Engineering, Carnegie Mellon UniversityEmail verificata su alumni.cmu.edu
Burcu AkinciProfessor of Civil and Environmental Engineering, Carnegie Mellon UniversityEmail verificata su cmu.edu
Jingkun GaoTwitter Inc.Email verificata su cmu.edu
Emre Can KaraStem IncEmail verificata su stem.com
James H. Garrett, Jr.Dean, College of Engineering, Carnegie MellonEmail verificata su cmu.edu
Hae Young NohAssociate Professor of Civil and Environmental Engineering, Stanford UniversityEmail verificata su stanford.edu
Suman GiriCarnegie Mellon UniversityEmail verificata su andrew.cmu.edu
Jose M. F. MouraPhilip L. and Marsha Dowd University Professor, Carnegie Mellon UniversityEmail verificata su ece.cmu.edu
Joern PloennigsIBM Research, Smarter City Technology CentreEmail verificata su ie.ibm.com
Joel B. HarleyAssociate Professor, University of FloridaEmail verificata su ufl.edu
Henning LangeUniversity of WashingtonEmail verificata su uw.edu
Xuesong LiuResearch Assistant Professor of Civil Engineering, Carnegie Mellon UniversityEmail verificata su cmu.edu
Bingqing ChenCarnegie Mellon UniversityEmail verificata su andrew.cmu.edu
Matineh EybpooshPhD from Carnegie Mellon UniversityEmail verificata su cmu.edu
Gabriela HugProfessor, ETH ZürichEmail verificata su ethz.ch
Chang LiuPhD Candidate, Dept. of Civil & Environmental Engineering, Carnegie Mellon UniversityEmail verificata su andrew.cmu.edu
Yuvraj AgarwalAssociate Professor of Computer Science, Carnegie Mellon UniversityEmail verificata su cs.cmu.edu
Kamin WhitehouseProfessor of Computer Science, University of VirginiaEmail verificata su virginia.edu
Jason B. KohChief Data Scientist at Mapped Inc.Email verificata su mapped.com

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Mario Bergés

Professor, Civil and Environmental Engineering Department, Carnegie Mellon University

Email verificata su cmu.edu - Home page

Building Energy Management Smart Infrastructure


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	434*	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	224	2010
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	223	2016
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	204	2012
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	197	2014
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	174	2011
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	173	2015
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	161	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	157	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	144	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	131	2018
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	120	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	106	2010
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	105	2014
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	94	2015
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	90	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	77	2008
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	74	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	70	2019
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	66	2015

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