Diesel Engine Modelling Using Machine Learning Techniques

Hi all, I am wondering is there any help online i can get where i can learn how to model a diesel engine using machine learning techniques maybe say artificial neural network ?

[Marcus Wills]

Highlights

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Diesel engine models are built using advanced machine learning techniques and verified based on experimental data.

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A new hybrid inference is proposed for the selection of hyperparameters of kernel based extreme learning machine.

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Problems of data scarcity and exponentiality are eased by using logarithmic transformation of dependent variables to pre-process the data.

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A comparison among the models built by advanced and traditional methods is conducted.

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The models developed by advanced methods with the hybrid inference and logarithmic transformation are more accurate than traditional ones.

Answer 1

[lee peterson]

If you have deep understanding of diesel engine ’s internal mechanism its modeling would be quite easier. For the convenience you can visit sciencedirect.com/science/article/pii/S1568494613001956, because here you can get lots of experimental data as well significant guidance to build diesel engine model.