HIPE Data Set

The High-resolution Industrial Production Energy (HIPE) data set contains smart meter readings of ten machines and the main terminal of a power-electronics production plant over three months.

The accompanying publication (published by ACM) describes the data set and outlines open challenges and use cases with industrial energy data. This includes a dis­cussion of cha­rac­ter­is­tics of in­dus­tri­al machines and of differences to residential appliances.

@INPROCEEDINGS {hipe-data-set,
    author    = {Bischof, Simon and Trittenbach, Holger and Vollmer, Michael and Werle, Dominik and
    Blank, Thomas and B{\"o}hm, Klemens},
    title     = "HIPE -- an Energy-Status-Data Set from Industrial Production",
    booktitle = "Proceedings of ACM e-Energy (e-Energy 2018)",
    year      = "2018",
    address   = "New York, NY, USA",
    publisher = "ACM",
    pages     = {599--603},
    numpages  = {5},
    isbn      = {978-1-4503-5767-8}
}

The current version of HIPE is 1.0.1 (2019-05-01). The archive contains 11 files, one for each smart meter. Each file contains comma-separated values with 114 columns for two-phase sensors and 362 columns for three-phase sensors.

• 1 week (2017-10-23 to 2017-10-30) — packed: 109.3 MB, unpacked: 2.37 GB
• 3 months (2017-10-01 to 2018-01-01) — packed: 1.33 GB, unpacked: 30.59 GB
• Attribute description (Online)
• Source code to reproduce the plots of the manuscript (R Project files)
• Changelog and older versions
• HIPE Feature Data Set

The data has been preprocessed to remove measurement errors. We provide the raw data and describe the preprocessing steps on a separate page.

High-resolution Industrial Production Energy (HIPE) by Simon Bischof, Holger Trittenbach, Michael Vollmer, Dominik Werle, Thomas Blank, and Klemens Böhm is licensed under a Creative Commons Attribution 4.0 International License. If you use this data set in your scientific work, please reference the companion paper.