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 ?

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Highlights
Diesel engine models are built using advanced machine learning techniques and verified based on experimental data.
A new hybrid inference is proposed for the selection of hyperparameters of kernel based extreme learning machine.
Problems of data scarcity and exponentiality are eased by using logarithmic transformation of dependent variables to pre-process the data.
A comparison among the models built by advanced and traditional methods is conducted.
The models developed by advanced methods with the hybrid inference and logarithmic transformation are more accurate than traditional ones.

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回答(1 个)

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.

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2015-2-10

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