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Suman Giri
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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
2712014
A feasibility study of automated plug-load identification from high-frequency measurements
J Gao, CE Kara, S Giri, M Berges
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
1332015
An energy estimation framework for event-based methods in Non-Intrusive Load Monitoring
S Giri, M Berges
Energy Conversion and Management 90, 488-498, 2015
802015
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
742020
Towards automated appliance recognition using an EMF sensor in NILM platforms
S Giri, A Berges, Mario, Rowe
Advanced Engineering Informatics, 2013
422013
A study on the feasibility of automated data labeling and training using an EMF sensor in NILM platforms
S Giri, M Berges
Proceedings of the 2012 International EG-ICE Workshop on Intelligent Computing, 2012
122012
A Magnetic Field-based Appliance Metering System,
N Rajagopal, S Giri, A Rowe, M Berges
ACM/IEEE Third International Conference on Cyber-Physical Systems, 2013
112013
An error correction framework for sequences resulting from known state-transition models in Non-Intrusive Load Monitoring
S Giri, M Bergés
Advanced Engineering Informatics 32, 152-162, 2017
102017
Novel Techniques For ON and OFF states detection of appliances for Power Estimation in Non-Intrusive Load Monitoring
S Giri, PH Lai, M Bergés
ISAARC, Montreal 2013, 2013
9*2013
Transient Normalization for Appliance Classification, Disaggregation, and Power Estimation in Non-Intrusive Load Monitoring
SD Lai, S Giri
US Patent US20140207398 A1, 2014
62014
Virtual metering of electrical appliances through analysis of data from contactless sensing
S Giri, M Berges
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
42015
Demo abstract: a magnetic field-based appliance metering system
N Rajagopal, S Giri, M Berges, A Rowe
Proceedings of the 12th international conference on Information processing …, 2013
22013
A framework for estimating energy consumed by electric loads through minimally intrusive approaches
S Giri
Pittsburgh, PA: Ph. D. thesis, Carnegie Mellon University, 2015
12015
Towards automatic classification of appliances: Tackling cross talk in EMF sensors using blind source separation techniques
S Giri, M Berges
Proceedings of the 2013 International EG-ICE Workshop on Intelligent Computing, 2013
2013
Automated plug-load identification from high-frequency measurements
J Gao, EC Kara, S Giri, M Berges
Estimating appliance-level energy consumption in residential buildings using graphical methods on whole house power measurements
S Giri, M Bergés
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Articles 1–16