Abstract
For pollutant emissions predictive physical modeling in diesel engines, three key points have to be taken into account:
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the suitability of the physico-chemical mechanisms to describe the important processes in the desired range of operating conditions;
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the sensitivity of these mechanisms and the corresponding models to errors in input parameters; and
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the accuracy when determining the input parameters.
This chapter takes the NOx formation/destruction process modeling as an example to illustrate the most important aspects of this kind of modeling.
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Arrègle, J., López, J.J., Guardiola, C., Monin, C. (2010). On Board NOx Prediction in Diesel Engines: A Physical Approach. In: del Re, L., Allgöwer, F., Glielmo, L., Guardiola, C., Kolmanovsky, I. (eds) Automotive Model Predictive Control. Lecture Notes in Control and Information Sciences, vol 402. Springer, London. https://doi.org/10.1007/978-1-84996-071-7_2
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