Mario Bergés

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Lucio SoibelmanUniversity of Southern CaliforniaCorreu electrònic verificat a usc.edu
Burcu AkinciProfessor of Civil and Environmental Engineering, Carnegie Mellon UniversityCorreu electrònic verificat a cmu.edu
Jingkun GaoApple Inc.Correu electrònic verificat a cmu.edu
Hae Young NohAssociate Professor of Civil and Environmental Engineering, Stanford UniversityCorreu electrònic verificat a stanford.edu
H. Scott MatthewsPrincipal Scientist, KeyLogic Systems / National Energy Technology LaboratoryCorreu electrònic verificat a alumni.cmu.edu
Emre Can KaraBuilding TransparencyCorreu electrònic verificat a buildingtransparency.org
James H. Garrett, Jr.Provost and Thomas Lord Professor of Civil Engineering, , Carnegie Mellon UniversityCorreu electrònic verificat a andrew.cmu.edu
Suman GiriCarnegie Mellon UniversityCorreu electrònic verificat a andrew.cmu.edu
Bingqing ChenBosch Center for Artificial IntelligenceCorreu electrònic verificat a andrew.cmu.edu
Jose M. F. MouraPhilip L. and Marsha Dowd University Professor, Carnegie Mellon UniversityCorreu electrònic verificat a ece.cmu.edu
Joern PloennigsUniversity of RostockCorreu electrònic verificat a uni-rostock.de
Dezhi HongAmazonCorreu electrònic verificat a amazon.com
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLACorreu electrònic verificat a ucla.edu
Joel B. HarleyAssociate Professor & Kent and Linda Fuchs Faculty Fellow, University of FloridaCorreu electrònic verificat a ufl.edu
Jingxiao LiuPostdoc @ MIT, Ph.D. @ Stanford CEECorreu electrònic verificat a stanford.edu
Yuvraj AgarwalAssociate Professor of Computer Science, Carnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Kamin WhitehousePrinciple Scientist, AmazonCorreu electrònic verificat a amazon.com
Mikkel Baun KjærgaardProfessor in Software Engineering, University of Southern DenmarkCorreu electrònic verificat a mmmi.sdu.dk
Bharathan BalajiSenior Applied Scientist, AmazonCorreu electrònic verificat a amazon.com
Gabe FierroColorado School of Mines / National Renewable Energy LaboratoryCorreu electrònic verificat a mines.edu

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Mario Bergés

Professor, Civil and Environmental Engineering Department, Carnegie Mellon University

Correu electrònic verificat a cmu.edu - Pàgina d'inici

Building Energy Management Smart Infrastructure


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
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	571*	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	445	2016
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	302	2018
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	302	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	269	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	254	2010
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	191	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	190	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	180	2019
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	176	2015
Learning systems for electric consumption of buildings M Berges, E Goldman, HS Matthews, L Soibelman ASCE International Workshop on Computing in Civil Engineering, 2009	172	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	162	2011
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	152	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	152	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	139	2015
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	122	2020
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	113	2010
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	101	2020
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	94	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	93	2015

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