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| .. | ||
| ChlorineConcentration_attack0.txt | ||
| ChlorineConcentration_attack1.txt | ||
| ChlorineConcentration_attack2.txt | ||
| ChlorineConcentration_attack3.txt | ||
| ChlorineConcentration_attack4.txt | ||
| ChlorineConcentration_attack5.txt | ||
| ChlorineConcentration_attack.txt | ||
| ChlorineConcentration_cp.txt | ||
| ChlorineConcentration_TEST.txt | ||
| ChlorineConcentration_TRAIN.txt | ||
| README.md | ||
ChlorineConcentration
This data set was introduced in a PhD thesis by Lei Li (see [1]. It was produced by EPANET, a software application that models the hydraulic and water quality behavior of water distribution piping systems. EPANET can track, in a given water network the water level and pressure in each tank, the water flow in the pipes and the concentration of a chemical species (chlorine in this case) throughout the network within a simulated duration.
Each time series is the measurements of the chlorine concentration level at 166 nodes (pipe junctions). The measurements were taken every 5 minutes over 15 days.
Train size: 467
Test size: 3840
Missing value: No
Number of classses: 3
Time series length: 166
Data donated by Lei Li and Christos Faloutsos (see [1], [2]).
[1] http://www.cs.cmu.edu/~leili/pubs/leili-thesis.pdf
[2] http://www.timeseriesclassification.com/description.php?Dataset=ChlorineConcentration