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tracebase » Welcome

Welcome to the tracebase. The number of deployed smart metering devices is continually increasing. As of today, however, very few user-oriented functionalities, which make use of electrical power readings collected at fine granularity, have been implemented. We believe that a large hindrance to the development of applications based on power metering data is the lack of suitable training data to test the algorithms.

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Technische Universitaet Darmstadt - Fachgebiet Sichere Mobile Ne

Hollick, Matthias

Mornew●●●●●●sse 32

Dar●●●adt , 64293

DE

49.61●●●●●70922
49.61●●●●●70921
ad●●●@seemoo.tu-darmstadt.de

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Technische Universitaet Darmstadt - Fachgebiet Sichere Mobile Ne

Werner, Marc

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Welcome to the tracebase. The number of deployed smart metering devices is continually increasing. As of today, however, very few user-oriented functionalities, which make use of electrical power readings collected at fine granularity, have been implemented. We believe that a large hindrance to the development of applications based on power metering data is the lack of suitable training data to test the algorithms.
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tracebase » Welcome | tracebase.org Reviews

https://tracebase.org

Welcome to the tracebase. The number of deployed smart metering devices is continually increasing. As of today, however, very few user-oriented functionalities, which make use of electrical power readings collected at fine granularity, have been implemented. We believe that a large hindrance to the development of applications based on power metering data is the lack of suitable training data to test the algorithms.

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tracebase.org tracebase.org
1

tracebase » Publications

https://www.tracebase.org/publications

If you intend to use the high-resolution device data set, please refer to it in your publication as follows:. Andreas Reinhardt, Paul Baumann, Daniel Burgstahler, Matthias Hollick, Hristo Chonov, Marc Werner, Ralf Steinmetz: On the Accuracy of Appliance Identification Based on Distributed Load Metering Data. Proceedings of the 2nd IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT), pp. 1-9, 2012. Raquo; Andreas Reinhardt, Dominic Burkhardt, Parag Mogre, Manzil Zaheer, Ralf Ste...

2

tracebase » Collection Setup

https://www.tracebase.org/setup

Tracebase comprises a collection of electrical appliance power traces, which can be used for research in various application areas. For the collection of the traces, we have used the Plugwise system, which enable to capture the real power demand of an attached consumer at a resolution of several samples per second. A polling application has been created, which continuously requests the wattage measured by each of the deployed Plugwise devices.

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tracebase » Trace Download

https://www.tracebase.org/traces

The traces are available for download after registration. Please fill out the form below to request access to the trace pool. The download link will be automatically sent to your specified email address. So please ensure you provide a valid address. Your personal data is only stored for statistical purposes and not disclosed to any third parties. Company / University / Affiliation. British Indian Ocean Territory. Heard Island and McDonald Islands. Hong Kong SAR of China. Macao SAR of China.

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About Me

http://manzil.ml/about.html

I am a PhD student in the Department of Machine Learning, School of Computer Science, Carnegie Mellon University. I am advised by Prof. Alexander J Smola. Before joining CMU, I spent 4 beautiful years and simultaneously earned my B.Tech degree in Electronics and Communication Engineering at Indian Institute of Technology, Guwahati. Details are as follows:. Program : Doctor of Philosophy (Ph.D.). Institute : Carnegie Mellon University, Pittsburgh. School of Computer Science. Major : Machine Learning.

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tracebase » Welcome

Welcome to the tracebase. The number of deployed smart metering devices is continually increasing. As of today, however, very few user-oriented functionalities, which make use of electrical power readings collected at fine granularity, have been implemented. We believe that a large hindrance to the development of applications based on power metering data is the lack of suitable training data to test the algorithms.

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