Building energy modeling: A systematic approach to zoning and model reduction using Koopman Mode Analysis M Georgescu, I Mezić Energy and buildings 86, 794-802, 2015 | 84 | 2015 |
Machine learning-based fault detection system I Mezic, MV Georgescu, GS Peschiera, DW Kasper III, SML Loire US Patent App. 14/990,559, 2016 | 61 | 2016 |
Temperature-based estimation of building occupancy states MV Georgescu, I Mezic US Patent App. 14/327,292, 2016 | 47 | 2016 |
Energy infrastructure sensor data rectification using regression models MV Georgescu, I Mezic US Patent App. 14/745,140, 2015 | 39 | 2015 |
Creating zoning approximations to building energy models using the Koopman operator M Georgescu, B Eisenhower, I Mezi Proceedings of SimBuild 5 (1), 40-47, 2012 | 37 | 2012 |
Whole-Building Fault Detection: A Scalable Approach Using Spectral Methods M Georgescu, S Loire, D Kasper, I Mezic Proceedings of the 2017 ASHRAE Winter Meeting - Las Vegas, NV, USA, At Las …, 2017 | 8 | 2017 |
MACHINE LEARNING METHODS FOR SITE-LEVEL BUILDING ENERGY FORECASTING AND DATA RECTIFICATION M Georgescu, E Eccles, V Manjunath, E Swindle, I Mezic Proceedings of Building Simulation and Optimization - The Second IBPSA …, 2014 | 8 | 2014 |
Improving HVAC Performance Through Spatiotemporal Analysis of Building Thermal Behavior MV Georgescu, I Mezic 3rd International High Performance Buildings Conference at Purdue. West …, 2014 | 8 | 2014 |
Pattern Recognition and Classification of HVAC Rule-Based Faults in Commercial Buildings B Littooy, S Loire, M Georgescu, I Mezic | 6 | 2016 |
SITE-LEVEL ENERGY MONITORING AND ANALYSIS USING KOOPMAN OPERATOR METHODS M Georgescu, I Mezic ASHRAE/IBPSA-USA Building Simulation Conference Atlanta, GA, 2014 | 6 | 2014 |
Uniformization, organization, association and use of metadata from multiple content providers and manufacturers: A close look at the Building Automation System (BAS) sector. T Nesztler, D Kasper, M Georgescu, S Loire, I Mezic | 5 | 2016 |
ESTIMATING OCCUPANCY STATES FROM BUILDING TEMPERATURE DATA USING WAVELET ANALYSIS M Georgescu, I Mezic 13th International Conference of the International Building Performance …, 2013 | 5 | 2013 |
Analysis of systems in buildings using spectral Koopman operator methods MV Georgescu University of California, Santa Barbara, 2014 | 2 | 2014 |
Improving HVAC Performance Through Koopman Mode Analysis of Building Data M Georgescu, I Mezic 3rd International High Performance Buildings Conference at Purdue, At West …, 2014 | 1 | 2014 |
Advances and Challenges for Scalable Cloud-based Infrastructure For Building Data Analysis and Simulation T Nesztler, M Georgescu 16th International Conference of the International Building Performance …, 2019 | | 2019 |