Data Repositories
An initiative by SACAC – the South African Council of Automation and Control
The data is contributed by industrial control practitioners as well as by academic researchers who work closely with industry. The aim of this repository is to provide a test environment for c
Description
The data sets are arranged according to the cause of the poor performance of the control loops. These categories are described in Bauer et al. (2016) and are ordered according to how often they occur in industrial processes.
The repository is described in the following paper. For valve stiction, a comparative study was conducted using industrial data that is also available on this repository (Bacci di Capaci et al., 2016). This data repository wants to encourage the development of similar studies.
Contact
If you download and use the data for a study or publication, we would love to hear from you! Please send us an email.
Also, please help us promote this database by advertising it on your LinkedIn network.
Repository
other-F-chemicals-thornhill-2003
other-F-chemicals-thornhill-2003.csv |
other-F-paper-horch-2003 |
other-F-paper-horch-2003-2
other-F-paper-horch-2003-2.csv |
other-L-paper-horch-2003 |
plantwide-chemicals-bauer-2007
plantwide-chemicals-bauer-2007.csv |
plantwide-chemicals-thornhill-2003
EastmanDatasetFromNFThornhill_Data.mat |
plantwide-minerals-brooks-2018
plantwide-minerals-brooks.csv |
plantwide-minerals-lindner-2018
plantwide-minerals-lindner-2018.csv |
plantwide-oilgas-thornhill-1999
SEAsiaDatasetFromNFThornhill_Notes.pdf |
plantwide-oilgas-thornhill-2007
AustralianRefineryDatasetFromNFThornhill_Data.mat |
quantisation-Q-paper-horch-2003
quantisation-Q-paper-horch-2003.csv |
quantisation-T-chemicals-Thornhill-2003
quantisation-T-chemicals-Thornhill-2003.csv |
Quantization-F-minerals-bauer-2017
quantisation-F-minerals-bauer-2017.csv |
Saturation-L-minerals-bauer-2017
saturation-L-minerals-bauer-2017.csv |
saturation-T-oilgas-Thornhill-2002
saturation-T-oilgas-thornhill-2002.csv |
sensor-F-oilgas-thornhill-2007
sensor-F-oilgas-thornhill-2007.csv |
unknown-F-chemicals-thornhill-2003
unknown-F-chemicals-thornhill-2003.csv |
Unknown-F-minerals-bauer-2017
unknown-F-minerals-bauer-2017.csv |
unknown-F-paper-horch-2003
unknown-F-paper-horch-2003.csv |
unknown-L-oilgas-thornhill-2002
unknown-L-oilgas-thornhill-2002.csv |
unknown-P-oilgas-Thornhill-2007-1
unknown-P-oilgas-thornhill-2007-1.csv |
unknown-P-oilgas-Thornhill-2007-2
unknown-P-oilgas-thornhill-2007-2.csv |