Are we getting vehicle emissions estimation right?
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Date
Authors
Grabe, Ruan Johannes
Joubert, Johan W.
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier
Abstract
Simulation is a valuable prediction tool to evaluate the impact of climate change interventions prior to disruptive implementations that may yield unintended and unwanted consequences. Advances in agent-based simulation allow us to estimate the dynamic emissions produced by vehicles at a fine resolution, with each vehicle modelled individually. The scalability of these models allow decision-makers to evaluate large-scale scenarios. But how good are these models? In this paper, the authors apply a state-of-the-art emissions model in the Multi Agent Transport Simulation (MATSim) framework to simulate individual vehicle emissions. Simulation results are compared with real driving emissions tests, using a portable emissions measurement device on a light and heavy vehicle. Quantifying the gap between macro-level simulation and actual emissions, the paper contributes by showing that pollutants are significantly underestimated, especially for heavy vehicles. This confirms prior micro-scale studies and magnifies the detrimental impact of using uncorrected aggregated models to inform environmental policy affecting transport.
Description
Keywords
Agent-based simulation, Portable emissions measurement system (PEMS), Real driving emissions (RDE)
Sustainable Development Goals
Citation
Grabe, R.J. & Joubert, J.W. 2022, 'Are we getting vehicle emissions estimation right?', Transportation Research Part D: Transport and Environment, vol. 112, art. 103477, pp. 1-13, doi : 10.1016/j.trd.2022.103477.