Roman Streubel

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Non-Intrusive Load Monitoring (NILM) refers to the analysis of the aggregate power consumption of electric loads in order to recognize the existence and the consumption profile of each individual appliance. In this paper, we briefly describe our ongoing research on an unsupervised NILM system suitable for applications in the residential sector. The proposed(More)
In this paper, we present a fusion of stereo camera and radar targets to significantly improve the tracking of pedestrians indoors especially suited for surveillance and security applications. Indoor environments pose bigger challenges for pedestrian tracking compared to outdoor environments. This makes pedestrian tracking with only a camera or radar(More)
The need for energy disaggregation increases with the need for a more detailed understanding and more accurate estimates about the energy usage. One of the main approaches for energy disaggregation is Non-Intrusive Load Monitoring (NILM). NILM refers to the analysis of the aggregate power consumption of electric loads in order to recognize the existence and(More)
Non-Intrusive Load Monitoring (NILM) is a technique in which electrical appliances are monitored through the disaggregation of the aggregate electrical signal gathered from a single metering point. NILM has recently attracted wide interest in research for application in both the commercial and residential sectors. In this paper, a completely unsupervised(More)
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