Real driving emission calibration—Review of current validation methods against the background of future emission legislation

J Claßen, S Krysmon, F Dorscheidt, S Sterlepper… - Applied Sciences, 2021 - mdpi.com
Reducing air pollution caused by emissions from road traffic, especially in urban areas, is an
important goal of legislators and the automotive industry. The introduction of so-called “Real …

[HTML][HTML] Development of a neural network-based energy management system for a plug-in hybrid electric vehicle

F Millo, L Rolando, L Tresca, L Pulvirenti - Transportation Engineering, 2023 - Elsevier
The high potential of Artificial Intelligence (AI) techniques for effectively solving complex
parameterization tasks also makes them extremely attractive for the design of the Energy …

Statistically supported real driving emission calibration: Using cycle generation to provide vehicle-specific and statistically representative test scenarios for Euro 7

J Claßen, S Pischinger, S Krysmon… - … Journal of Engine …, 2020 - journals.sagepub.com
The progression of emission legislation has intensified the efforts of the automotive industry
to develop improved exhaust gas after-treatment systems. The requirement to fulfill Euro 6d …

Real driving Emissions—Conception of a data-driven calibration methodology for hybrid powertrains combining statistical analysis and virtual calibration platforms

S Krysmon, F Dorscheidt, J Claßen, M Düzgün… - Energies, 2021 - mdpi.com
The combination of different propulsion and energy storage systems for hybrid vehicles is
changing the focus in the field of powertrain calibration. Shorter time-to-market as well as …

Gasoline particulate filter characterization focusing on the filtration efficiency of nano-particulates down to 10 nm

F Dorscheidt, S Sterlepper, M Görgen, M Nijs, J Claßen… - 2020 - sae.org
Abstract With Post Euro 6 emission standards in discussion, stricter particulate number (PN)
targets as well as a decreased PN cut-off size from 23 to 10 nm are expected. Sub-23 nm …

RDE Calibration—Evaluating Fundamentals of Clustering Approaches to Support the Calibration Process

S Krysmon, J Claßen, S Pischinger, G Trendafilov… - Vehicles, 2023 - mdpi.com
The topics of climate change and pollutant emission reduction are dominating societal
discussions in many areas. In automotive development, with the introduction of real driving …

A novel approach in constructing virtual real driving emission trips through genetic algorithm optimization

J Ponce, A Barbier, CE Palau, C Guardiola - Engineering Applications of …, 2025 - Elsevier
Abstract The Real Driving Emission (RDE) test became a critical part of the process
conducted by manufacturers to fulfill the approval procedure of every new vehicle model …

[HTML][HTML] Development of a novel gasoline particulate filter loading method using a burner bench

F Dorscheidt, S Pischinger, J Claßen, S Sterlepper… - Energies, 2021 - mdpi.com
In view of the deliberations on new Euro 7 emission standards to be introduced by 2025,
original equipment manufacturers (OEMs) are already hard at work to further minimise the …

Relevance of exhaust aftertreatment system degradation for EU7 gasoline engine applications

S Sterlepper, J Claßen, S Pischinger, M Görgen, J Cox… - 2020 - sae.org
Exhaust aftertreatment systems must function suffi-ciently over the full useful life of a vehicle.
In Europe this is currently defined as 160.000 km. With the introduction of Euro 7 it is …

Holistic Hybrid RDE Calibration Methodology for EU7

M Görgen, M Nijs, M Thewes, A Balazs… - Internationaler …, 2021 - Springer
To calibrate and validate lowest emissions to meet EU6d-FINAL limits, OEMs have set up
their own procedures and test matrices. The consequence is often a resource, time and cost …