Description
The data set contains damage values that describe the road condition of the city of Kempten. Road sections were recorded, which are operated by the regular bus service. The recording was based on high-frequency acceleration values over 3 months in 2021. The length of the evaluation sections is 100 m. These acceleration values were converted into damage values by means of an evaluation algorithm and finally classified on the basis of defined quantiles.
Quantiles:
VeryLowLoad 0.000000
LowLoad 0.030000
Load 0.300000
HeavyLoad 10000000000.000000
ExtremeLoad 100000000000.000000
The recording was carried out on the vehicle axle (“external”) and in the vehicle interior (“internal”). As an alternative collection method to high-priced hardware (“Logger”) records were also made by smartphone acceleration sensors (“mobile”), whose correlation can be traced using the exemplary raw data (“raw”).
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| raw loggers | CSV | Open resource | |
| RAW-mobile | CSV | Open resource | |
| road_quality_result-extern-august | CSV | Open resource | |
| road_quality_result-extern-oktober | CSV | Open resource | |
| road_quality_result-extern-september | CSV | Open resource | |
| road_quality_result-intern-august | CSV | Open resource | |
| road_quality_result-intern-oktober | CSV | Open resource | |
| road_quality_result-intern-september | CSV | Open resource |