Functional Soft Sensor Based on Spectra Data for Predicting Multiple Quality Variables

In many complex chemical processes, such as ethanol fermentation process, prediction of the multivariate quality variables based on spectra data presents a great challenge because the dimensions of the spectra far exceed their sampling number. To address this problem, the dimension reduction of the...

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Bibliographic Details
Main Authors: Jingxiang Liu, Dan Wang, Junghui Chen, Jie Hou
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9173659/