A Stochastic Model for the Indicated Pressure Process and the Dynamics of the Internal Combustion Engine

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Abstract

In-cylinder gas pressure has long been recognized as a fundamental measure of performance in the internal combustion engine. Among the issues that have been the subject of research in recent years is the study of the effects cyclic combustion variability has on the cycle-to-cycle and cylinder-to-cylinder fluctuations in combustion pressures. Some of the research problems pertaining to cyclic combustion variability are to reformulate from a perspective markedly different from the fluid dynamic and thermodynamic models which traditionally characterize this research: a system viewpoint is embraced to construct a stochastic model for the indicated pressure process and the dynamics of the internal combustion engine. First a deterministic model for the dynamics of the engine is briefly described; then a stochastic model is proposed for the cylinder pressure process. The deterministic model and the stochastic representation are then tied together in a Kaiman filter model. Finally, experimental results are discussed to validate the models. © 1989 IEEE

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Rizzoni, G. (1989). A Stochastic Model for the Indicated Pressure Process and the Dynamics of the Internal Combustion Engine. IEEE Transactions on Vehicular Technology, 38(3), 180–192. https://doi.org/10.1109/25.45471

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