Christian Beckel

Publications
Christian Beckel, Leyna Sadamori, Silvia Santini, Thorsten Staake (2015). Automated customer segmentation based on smart meter data with temperature and daylight sensitivity. 2015 IEEE International Conference on Smart Grid Communications, SmartGridComm 2015, Miami, FL, USA, November 2-5, 2015.
URL DOI
Wilhelm Kleiminger, Christian Beckel, Silvia Santini (2015). Household occupancy monitoring using electricity meters. Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2015, Osaka, Japan, September 7-11, 2015.
URL DOI
Christian Beckel, Wilhelm Kleiminger, Romano Cicchetti, Thorsten Staake, Silvia Santini (2014). The ECO data set and the performance of non-intrusive load monitoring algorithms. Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, BuildSys 2014, Memphis, TN, USA, November 3-6, 2014.
URL DOI
Christian Beckel, Leyna Sadamori, Silvia Santini (2013). Automatic socio-economic classification of households using electricity consumption data. The Fourth International Conference on Future Energy Systems, e-Energy ‘13, Berkeley, CA, USA, May 22-24, 2013.
URL DOI
Wilhelm Kleiminger, Christian Beckel, Thorsten Staake, Silvia Santini (2013). Occupancy Detection from Electricity Consumption Data. BuildSys 2013, Proceedings of the 5th ACM Workshop On Embedded Systems For Energy-Efficient Buildings, Roma, Italy, November 13-14, 2013.
URL DOI
Wilhelm Kleiminger, Christian Beckel, Anind K. Dey, Silvia Santini (2013). Using unlabeled Wi-Fi scan data to discover occupancy patterns of private households. The 11th ACM Conference on Embedded Network Sensor Systems, SenSys ‘13, Roma, Italy, November 11-15, 2013.
URL DOI
Christian Beckel, Wilhelm Kleiminger, Thorsten Staake, Silvia Santini (2012). Improving device-level electricity consumption breakdowns in private households using ON/OFF events. SIGBED Rev..
URL DOI
Christian Beckel, Leyna Sadamori, Silvia Santini (2012). Towards automatic classification of private households using electricity consumption data. BuildSys ‘12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, Toronto, Canada, November 6, 2012.
URL DOI