Mehdi Maasoumy

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	All	Since 2016
Citations	1489	1153
h-index	21	20
i10-index	26	23

260

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195

201220132014201520162017201820192020202113 29 104 179 247 192 236 211 234 33

Co-authors

Alberto Sangiovanni VincentelliProfessor of EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Mahdi ShahbakhtiAssociate Professor of Mech Eng, University of AlbertaVerified email at ualberta.ca
Meysam RazmaraAdjunct Assistant Professor, Michigan Technological UniversityVerified email at mtu.edu
Vasumathi RamanVerified email at cds.caltech.edu
Qi ZhuAssociate Professor of Electrical Engineering and Computer ScienceVerified email at northwestern.edu
Sanjit A. SeshiaUniversity of California, BerkeleyVerified email at eecs.berkeley.edu
Henrik OhlssonVP of Data Science, C3.ai/Visiting Prof., UC Berkeley/Assistant Prof., Linköping UniversityVerified email at isy.liu.se
Pierluigi NuzzoViterbi School of Engineering, University of Southern CaliforniaVerified email at usc.edu
Tianshu WeiUniversity of California, RiversideVerified email at ucr.edu
Catherine RosenbergUniversity of WaterlooVerified email at ece.uwaterloo.ca
Borhan M. SanandajiPostdoctoral Scholar - UC BerkeleyVerified email at berkeley.edu
Duncan CallawayUC BerkeleyVerified email at berkeley.edu
Naehyuck ChangDept. of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST)Verified email at kaist.ac.kr
Sheldon X.-D. TanUniversity of California at RiversideVerified email at ece.ucr.edu
Alessandro PintoRaytheon TechnologiesVerified email at rtx.com
Adrian Albertterrafuse.ai, Massachusetts Institute of Technology, Lawrence Berkeley National LabVerified email at mit.edu
Zico KolterCarnegie Mellon UniversityVerified email at cs.cmu.edu
Barzin MoridianResearch Engineer, Michigan Technological UniversityVerified email at mtu.edu
Taeyoung KimIntel CorporationVerified email at intel.com
Sangyoung ParkAssistant Professor, Technical University of Berlin, Einstein Center Digital FutureVerified email at tu-berlin.de

Mehdi Maasoumy

PhD, University of California, Berkeley

Verified email at berkeley.edu - Homepage

Machine Learning Optimization Controls


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Model predictive control with signal temporal logic specifications V Raman, A Donzé, M Maasoumy, RM Murray, A Sangiovanni-Vincentelli, ... 53rd IEEE Conference on Decision and Control, 81-87, 2014	213	2014
Handling model uncertainty in model predictive control for energy efficient buildings M Maasoumy, M Razmara, M Shahbakhti, AS Vincentelli Energy and Buildings 77, 377-392, 2014	171	2014
Total and peak energy consumption minimization of building HVAC systems using model predictive control M Maasoumy, A Sangiovanni-Vincentelli IEEE Design & Test of Computers 29 (4), 26-35, 2012	123	2012
Optimal exergy control of building HVAC system M Razmara, M Maasoumy, M Shahbakhti, RD Robinett III Applied energy 156, 555-565, 2015	102	2015
Model predictive control approach to online computation of demand-side flexibility of commercial buildings hvac systems for supply following M Maasoumy, C Rosenberg, A Sangiovanni-Vincentelli, DS Callaway 2014 American Control Conference, 1082-1089, 2014	98	2014
Model-based hierarchical optimal control design for HVAC systems M Maasoumy, A Pinto, A Sangiovanni-Vincentelli Dynamic Systems and Control Conference 54754, 271-278, 2011	81	2011
A multiple quantile regression approach to the wind, solar, and price tracks of GEFCom2014 R Juban, H Ohlsson, M Maasoumy, L Poirier, JZ Kolter International Journal of Forecasting 32 (3), 1094-1102, 2016	60	2016
Model predictive control of regulation services from commercial buildings to the smart grid M Maasoumy, BM Sanandaji, A Sangiovanni-Vincentelli, K Poolla 2014 American Control Conference, 2226-2233, 2014	53	2014
Controlling Energy-Efficient Buildings in the Context of Smart Grid: A Cyber Physical System Approach M Maasoumy University of California, Berkeley, 2013	52	2013
Online simultaneous state estimation and parameter adaptation for building predictive control M Maasoumy, B Moridian, M Razmara, M Shahbakhti, ... Dynamic Systems and Control Conference 56130, V002T23A006, 2013	51	2013
Co-design of control algorithm and embedded platform for building HVAC systems M Maasoumy, Q Zhu, C Li, F Meggers, A Sangiovanni-Vincentelli Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical …, 2013	45	2013
Co-scheduling of HVAC control, EV charging and battery usage for building energy efficiency T Wei, Q Zhu, M Maasoumy 2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 191-196, 2014	40	2014
Battery management and application for energy-efficient buildings T Wei, T Kim, S Park, Q Zhu, SXD Tan, N Chang, S Ula, M Maasoumy Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014	40	2014
Optimal load management system for aircraft electric power distribution M Maasoumy, P Nuzzo, F Iandola, M Kamgarpour, ... 52nd IEEE Conference on Decision and Control, 2939-2945, 2013	38	2013
Flexibility of commercial building HVAC fan as ancillary service for smart grid M Maasoumy, J Ortiz, D Culler, A Sangiovanni-Vincentelli arXiv preprint arXiv:1311.6094, 2013	38	2013
Selecting building predictive control based on model uncertainty M Maasoumy, M Razmara, M Shahbakhti, AS Vincentelli 2014 American Control Conference, 404-411, 2014	36	2014
Smart connected buildings design automation: Foundations and trends M Maasoumy, A Sangiovanni-Vincentelli Foundations and Trends in Electronic Design Automation 10 (1-2), 1-143, 2016	27	2016
Berds-berkeley energy disaggregation data set M Maasoumy, B Sanandaji, K Poolla, AS Vincentelli Proceedings of the Workshop on Big Learning at the Conference on Neural …, 2013	26	2013
Predictive segmentation of energy consumers A Albert, M Maasoumy Applied energy 177, 435-448, 2016	25	2016
Exergy-based model predictive control for building HVAC systems M Razmara, M Maasoumy, M Shahbakhti, RD Robinett 2015 American Control Conference (ACC), 1677-1682, 2015	23	2015

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