Compressor map regression modelling based on partial least squares

Compressor map regression modelling based on partial least squares

In this work, two kinds of partial least squares modelling methods are applied to predict a compressor map: one uses a power function polynomial as the basis function (PLSO), and the other uses a trigonometric function polynomial (PLSN). To demonstrate the potential capabilities of PLSO and PLSN for...

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Bibliographic Details
Main Authors: Xu Li, Chuanlei Yang, Yinyan Wang, Hechun Wang, Xianghuan Zu, Yongrui Sun, Song Hu
Format: Article
Language:English
Published: The Royal Society 2018-01-01
Series:Royal Society Open Science
Subjects:
diesel engine
performance modelling
compressor maps
partial least squares
regression modelling
Online Access:https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.172454

Internet

https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.172454

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