Published March 12, 2024
| Version 1.0
Dataset
Open
Dataset of paper "Applying Density-Based Clustering for the Analysis of Emission Events in Real Driving Emissions"
Authors/Creators
- 1. Chair of Thermodynamics of Mobile Energy Conversion Systems, RWTH Aachen University
Description
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 |
Files
Files
(857.8 kB)
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md5:9099b61e690a7a53730855a8ee2234ed
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69.9 kB | Download |
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md5:237ab8ae9f6f4b57e7b5a6d503571d6b
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md5:3185281d73af8008af91db731c938f14
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md5:552fe1b02952c7cd4583a2b83179a2b9
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md5:640382535af2614037ba9b25e4f710fa
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md5:83c63166f9bfc0ffc7e08a0dda71f8aa
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md5:f6cc38eaab1a7ee6f5815c79fb87d905
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md5:e78e85b2583478e5aa438fa5d9c25e49
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md5:d30f37c448a62a727e57d391c95a7871
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45.4 kB | Download |
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md5:ba9172454a690d5d703ceea572e21dab
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75.4 kB | Download |
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md5:7a64db494ed3e8fed618df795384334e
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17.4 kB | Download |
Additional details
Related works
- Is published in
- Journal article: 10.3390/futuretransp4010004 (DOI)
References
- Krysmon, S.; Pischinger, S.; Claßen, J.; Trendafilov, G.; Düzgün, M.; Dorscheidt, F.; Nijs, M.; Görgen, M. Applying Density-Based Clustering for the Analysis of Emission Events in Real Driving Emissions Calibration. Future Transp. 2024, 4, 46–66. https://doi.org/ 10.3390/futuretransp4010004