Dataset Open Access

CENTAUR project laboratory testing data

Abdel-Aal, Mohamad; Shepherd, Will; Shucksmith, James; Tait, Simon

This dataset contains results from testing carried out at a laboratory facility at the University of Sheffield (UK) as part of the CENTAUR project.  CENTAUR is an EC funded Horizon 2020 Innovation Action.  The project has developed a system to reduce flood risk in urban areas by utilising existing available storage capacity in urban drainage networks through the use of a gate installed in an existing manhole.  The gate is controlled by Fuzzy Logic, using data from level sensors.

The laboratory facility is described in the 'CENTAUR_Lab_facility.pdf '.  Further details of the sensors and logging system are provided in 'Data_File_Column_Descriptions.csv'.

The file 'Test_Record.csv' describes all tests carried out.  This dataset contains 83 csv data files in for days when good data was collected, these are zipped into 'DataFiles.zip'.  Each csv file within the .zip contains the test results for one day, the files are named with the date of testing in the format yymmdd.  The csv data files do not include column headers, but a full description of the data in each column is provided in 'Data_File_Column_Descriptions.csv'.  The csv files contain data from all sensors, but the time period of the data from each sensor (or sensor set) and timesteps are not the same, hence for each sensor / sensor set there is a separate time column.  The sampling interval for the level sensors is given in column 26 of 'Test_Record.csv', this will be correct for the test period, but outside the tests the interval was often increased and this may be seen in the data files.  The gate / FCD sampling interval is the same as the Fuzzy Logic interval in column 27 of 'Test_Record.csv', although the position is only reported when the gate / FCD is active - i.e. not fully open.  At the end of a test the FCD will return to the fully open position (100%), but this final datapoint is not recorded.  The flow rate and downstream valve position sampling interval are given in column 12 of 'Test_Record.csv'.

Test numbers and fuzzy logic version ids are simplified for the journal paper 'Demonstrating a Fuzzy Logic algorithm for real-time flow control in a full-scale laboratory environment' which is currently under review with the Urban Water Journal.  A correlation between the information in the paper and in 'Test_Record.csv' can be found in 'Paper_Test_Numbers.csv'.

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 641931.

Files (71.5 MB)
Name Size
CENTAUR_Lab_facility.pdf
md5:bcb3c5056c4f103449237e2d9647ffb9
128.3 kB Download
Data_File_Column_Descriptions.csv
md5:ea36755b623d9b09808a0659f9d53e3b
1.8 kB Download
DataFiles.zip
md5:8f7455c23a518872daa27b4c058882ad
71.3 MB Download
Paper_Test_Numbers.csv
md5:ad1ed1bfddefbc76f5c5f332c7d8ff87
445 Bytes Download
ReadMe.txt
md5:c8a179bc6e30057c10cf001798e0a53b
2.7 kB Download
Test_Record.csv
md5:bb8147552524d573058e01fa0b90913f
105.5 kB Download
Test_Record_Column_Description.csv
md5:b1b9306164d076a56d2f960fe20d64c2
2.7 kB Download
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