Engine Emission Prediction Based on Extrapolated Gaussian Process Regression Method

Aimed at improving the prediction accuracy of engine emissions under driving conditions which are not covered by the training set, an extrapolated Gaussian process regression (GPR) method is proposed. First, the training set data is fed to the GPR model for pre-training, and then a wide-area input s...

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Bibliographic Details
Main Author: WANG Ziyao, GUO Fengxiang, CHEN Li
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2022-05-01
Series:Shanghai Jiaotong Daxue xuebao
Subjects:
Online Access:http://xuebao.sjtu.edu.cn/article/2022/1006-2467/1006-2467-56-5-604.shtml