Dataset of paper "Applying Density-Based Clustering for the Analysis of Emission Events in Real Driving Emissions"

This dataset includes the signal traces for the events used in the publication "Applying Density-Based Clustering for the Analysis of Emission Events in Real Driving Emissions Calibration", MDPI Future Transportation, 2024 (doi: 10.3390/futuretransp4010004).

The data is available in a frequency of 1 Hz and the signals are arranged in separate tables. Please note, that the order of the events is not consistent for the individual signals.

The general vehicle specifications are listed below. For further information please refer to the paper.

Characteristic
Unit
Value

Vehicle weight
kg
> 2000

Fuel
-
Gasoline

Engine type
-
Turbo-charged 8 cylinder

Engine power and torque
kW / Nm
> 400 / > 600

Cubic capacity
cm^3
~ 4000

Transmission
-
Automatic transmission (AT)

Drivetrain
-
All-wheel drive (AWD)

Exhaust aftertreatment system (EATS)
-
Three-way catalytic converter (TWC) and gasoline particulate filter (GPF)

Condition of EATS
-
Stabilized EATS (~ 70 % of tests) and aged EATS (~ 30 % tests)

Emission target
-
EU6d