Real driving emissions data: Isuzu FTR850 AMT
RDE is becoming a necessary element of the emissions certification of automotive vehicles. Real Driving Emissions (RDE) helps to ensure that the regular operation of a car, or heavy vehicle, is still within the acceptable emissions standards while driving under normal conditions. RDE is monitored by...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-04-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S235234092200186X |
| _version_ | 1818357112240078848 |
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| author | Johan W. Joubert Ruan J. Gräbe |
| author_facet | Johan W. Joubert Ruan J. Gräbe |
| author_sort | Johan W. Joubert |
| collection | DOAJ |
| description | RDE is becoming a necessary element of the emissions certification of automotive vehicles. Real Driving Emissions (RDE) helps to ensure that the regular operation of a car, or heavy vehicle, is still within the acceptable emissions standards while driving under normal conditions. RDE is monitored by connecting a Portable Emissions Measurement System (PEMS) to the exhaust of the tested vehicle, which measures the pollutant concentrations as the car or truck drives along a standardised route. The data described in this paper is the raw, detailed PEMS records of a heavy goods vehicle, recorded at a rate of 1Hz, over multiple trips on an urban route in South Africa. The data includes the pollutant concentrations of CO, CO2, NO and NO2, ambient conditions, and vehicle diagnostics collected from different sensors mounted to the vehicle during the field tests. We performed no additional analysis on the data. The value of the data is in allowing researchers to (a) develop and test machine learning algorithms that predict the instantaneous pollutant concentrations or (b) studying the variance of pollutant concentrations that occurs under typical driving conditions. |
| first_indexed | 2024-12-13T20:07:55Z |
| format | Article |
| id | doaj.art-b5c1e30814a54e93a651356ef4a50039 |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-12-13T20:07:55Z |
| publishDate | 2022-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-b5c1e30814a54e93a651356ef4a500392022-12-21T23:32:58ZengElsevierData in Brief2352-34092022-04-0141107975Real driving emissions data: Isuzu FTR850 AMTJohan W. Joubert0Ruan J. Gräbe1Corresponding author.; Centre for Transport Development, Industrial & Systems Engineering, University of Pretoria, South AfricaCentre for Transport Development, Industrial & Systems Engineering, University of Pretoria, South AfricaRDE is becoming a necessary element of the emissions certification of automotive vehicles. Real Driving Emissions (RDE) helps to ensure that the regular operation of a car, or heavy vehicle, is still within the acceptable emissions standards while driving under normal conditions. RDE is monitored by connecting a Portable Emissions Measurement System (PEMS) to the exhaust of the tested vehicle, which measures the pollutant concentrations as the car or truck drives along a standardised route. The data described in this paper is the raw, detailed PEMS records of a heavy goods vehicle, recorded at a rate of 1Hz, over multiple trips on an urban route in South Africa. The data includes the pollutant concentrations of CO, CO2, NO and NO2, ambient conditions, and vehicle diagnostics collected from different sensors mounted to the vehicle during the field tests. We performed no additional analysis on the data. The value of the data is in allowing researchers to (a) develop and test machine learning algorithms that predict the instantaneous pollutant concentrations or (b) studying the variance of pollutant concentrations that occurs under typical driving conditions.http://www.sciencedirect.com/science/article/pii/S235234092200186XReal driving emissionsHeavy vehiclePortable emissions measurement systemPEMS |
| spellingShingle | Johan W. Joubert Ruan J. Gräbe Real driving emissions data: Isuzu FTR850 AMT Data in Brief Real driving emissions Heavy vehicle Portable emissions measurement system PEMS |
| title | Real driving emissions data: Isuzu FTR850 AMT |
| title_full | Real driving emissions data: Isuzu FTR850 AMT |
| title_fullStr | Real driving emissions data: Isuzu FTR850 AMT |
| title_full_unstemmed | Real driving emissions data: Isuzu FTR850 AMT |
| title_short | Real driving emissions data: Isuzu FTR850 AMT |
| title_sort | real driving emissions data isuzu ftr850 amt |
| topic | Real driving emissions Heavy vehicle Portable emissions measurement system PEMS |
| url | http://www.sciencedirect.com/science/article/pii/S235234092200186X |
| work_keys_str_mv | AT johanwjoubert realdrivingemissionsdataisuzuftr850amt AT ruanjgrabe realdrivingemissionsdataisuzuftr850amt |