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Emissioning Model Case Study

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VSP based operating mode identification binning approach. Many studies showed the ability of VSP-based emission models to reflect the transient emission rates under different operating modes as well as the better estimation of vehicle emissions than speed-based emission models (Song et al., 2013). Scora et al. (2011) combined real-time traffic data along with the comprehensive modal emission models (CMEM and MOVES) to estimate the environmental measures in real time. The estimation methodology based on OpMode bin provided far more dynamic and accurate environmental information compared to static emission inventory estimation models. The OpMode bin emission rates for each vehicle technology in the MOVES default database represent a base …show more content…

Song et al. (2013) developed a practical model evaluate the environmental effectiveness of ITS strategies by using data from PEMS. The models are developed through considering the influence of the vehicle’s operating mode (VSP distribution) on vehicle emissions, which not only guarantees the accuracy of emissions and fuel consumption models, but also makes it possible to accumulate current traffic information systems in Beijing. Wang et al. (2008) established a model based on VSP and speed, which provided insight that how different levels of cruise speed and acceleration affect vehicle fuel consumption. The model prediction shows that vehicle fuel consumption per unit distance is optimum at speeds between 50 and 70 km/h which is similar to the observed data from PEMS. This is evident in the literature that in order to improve both the applicability and accuracy of the existing emission models instantaneous vehicle activity data are needed which can be collected from the on-board emission system like PEMS to consider all real conditions which might induce the modeling errors and improve the model precisions.
In summary, the microscopic simulation modeling has provided an accurate and reliable representation of vehicular operations in roadway networks so far in the literature. From the literature we also found that, most of the vehicle emissions data used in modeling are collected in a controlled laboratory environment or simulation based. With

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