Data set Name: Trace base
| Data characteristics | Multivariate time series | Type of building(s) | NA | Date | 2011 |
| Type of attributes | Real and Integer numbers, string | Number of buildings | NA | Duration | 1883 days |
| Level of detail | Appliance level | Location of buildings | NA | Sample frequency | a few Hz |
Access to the dataset
The dataset is freely available from this link . Though, a registration process that includes providing name ,email and affiliation is required. Then the download link and a password will be sent to the provided email.
Data set description
This dataset is composed of the power consumption of 158 smart metered electrical appliances and no whole consumption (aggregated) data. This set contains 43 different types of appliances.
Dataset structure
The data are grouped in three subsets of complete, incomplete and synthetic .zip files. Details of each one is given in a Readme.txt existing in the directory. Each group of data contains folders named by the appliances type, like printer, dishwasher, etc. then every folder contains consumption data in csv format.
Attributes
Date
Time(24 hour format)
Real power comsumption averaged over one second
Real power consumption averaged over eight seconds
Paper and citation
A. Reinhardt, P. Baumann, D. Burgstahler, M. Hollick, H. Chonov, M. Werner, et al., "On the accuracy of appliance identification based on distributed load metering data," in Sustainable Internet and ICT for Sustainability (SustainIT), 2012, 2012, pp. 1-9.