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Responsible:
Kriechbaumer, Thomas 
Authors:
Kriechbaumer, Thomas ; Jacobsen, Hans-Arno 
Author affiliation:
TUM 
Publisher:
TUM 
Title:
BLOND: Building-Level Office eNvironment Dataset 
Time of production:
30.06.2017 
Subject area:
DAT Datenverarbeitung, Informatik; ERG Energietechnik, Energiewirtschaft 
Other subject areas:
non-intrusive load monitoring 
Resource type:
Experimente und Beobachtungen / experiments and observations 
Other resource types:
measurements of electricity signals in a real-world environment 
Data type:
Datenbanken / data bases 
Other data type:
HDF5 data models 
Description:
The BLOND dataset: continuous energy measurements of a typical office environment at high sampling rates with common appliances and load profiles. We provide voltage and current readings for aggregated circuits and matching fully-labeled ground truth data (individual appliance measurements). The dataset contains 53 appliances (17 classes) in a 3-phase power grid. BLOND-50 contains 213 days of uninterrupted measurements sampled at 50 kSps (aggregate) and 6.4kSps (individual appliances). BLOND-250...    »
 
Method of data assessment:
Measurements of voltage and current signals of mains circuits with aggregated and ground truth data 
WWW:
This dataset is related to the publication https://doi.org/10.1038/sdata.2018.48 
Key words:
energy consumption data; smart grid; smart meters; non-intrusive appliance load monitoring; NILM 
Technical remarks:
View and download (38.7 TB total, 945,919 files)
The data server also offers downloads with FTP
The data server also offers downloads with rsync (password m1375836):
rsync rsync://m1375836@dataserv.ub.tum.de/m1375836/ 
Language:
en 
Rights:
by, http://creativecommons.org/licenses/by/4.0