A synthetic energy dataset for non-intrusive load monitoring in households
Klemenjak, Christoph, Kovatsch, Christoph, Herold, Manuel, Elmenreich, Wilfried
Published in Scientific data (02.04.2020)
Published in Scientific data (02.04.2020)
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Journal Article
The ‘SmartNIALMeter’ electrical appliance disaggregation dataset
Vogel, Manuel, Friedli, Martin, Camenzind, Martin, Kniesel, Guido, Klemenjak, Christoph, Gugolz, Gianni, Huber, Patrick, Calatroni, Alberto, Kaufmann, Lukas, Rumsch, Andreas, Paice, Andrew
Published in Data in brief (01.10.2024)
Published in Data in brief (01.10.2024)
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Journal Article
Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring
Faustine, Anthony, Pereira, Lucas, Klemenjak, Christoph
Published in IEEE transactions on smart grid (01.01.2021)
Published in IEEE transactions on smart grid (01.01.2021)
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Journal Article
YoMo: the Arduino-based smart metering board
Klemenjak, Christoph, Egarter, Dominik, Elmenreich, Wilfried
Published in Computer science (Berlin, Germany) (01.05.2016)
Published in Computer science (Berlin, Germany) (01.05.2016)
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Journal Article
YoMoPie: A User-Oriented Energy Monitor to Enhance Energy Efficiency in Households
Klemenjak, Christoph, Jost, Stefan, Elmenreich, Wilfried
Published in 2018 IEEE Conference on Technologies for Sustainability (SusTech) (01.11.2018)
Published in 2018 IEEE Conference on Technologies for Sustainability (SusTech) (01.11.2018)
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Conference Proceeding
Neural NILM Learning Paradigms: From Centralised to Decentralised Learning
Bousbiat, Hafsa, Klemenjak, Christoph, Himeur, Yassine, Elmenreich, Wilfried, Amira, Abbes, Mansoor, Wathiq, Atalla, Shadi
Published in 2022 5th International Conference on Signal Processing and Information Security (ICSPIS) (07.12.2022)
Published in 2022 5th International Conference on Signal Processing and Information Security (ICSPIS) (07.12.2022)
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Conference Proceeding
Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring
Jones, Richard, Klemenjak, Christoph, Makonin, Stephen, Bajic, Ivan V
Year of Publication 16.09.2020
Year of Publication 16.09.2020
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Journal Article
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring
Bousbiat, Hafsa, Klemenjak, Christoph, Leitner, Gerhard, Elmenreich, Wilfried
Year of Publication 13.02.2020
Year of Publication 13.02.2020
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Journal Article
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring
Klemenjak, Christoph, Faustine, Anthony, Makonin, Stephen, Elmenreich, Wilfried
Year of Publication 12.12.2019
Year of Publication 12.12.2019
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Journal Article
Smart grid modeling and simulation - Comparing GridLAB-D and RAPSim via two Case studies
Jdeed, Midhat, Sharma, Ekanki, Klemenjak, Christoph, Elmenreich, Wilfried
Published in 2018 IEEE International Energy Conference (ENERGYCON) (01.06.2018)
Published in 2018 IEEE International Energy Conference (ENERGYCON) (01.06.2018)
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Conference Proceeding