Combining Virtual Sample Generation Based Data Enhancement and Multi-objective Optimization Based Selective Ensemble for Soft Sensor Modeling

Soft sensor modeling technology realizes the real-time estimation of difficult-to-measure variables by constructing the mathematical model between secondary variables and primary variable. Nevertheless, sufficient and high-quality training samples are difficult to obtain owing to the high cost of da...

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Bibliographic Details

Published in:	Data Driven Control and Learning Systems Conference (Online) pp. 287 - 293
Main Authors:	Huang, Shuqi, Jin, Huaiping, Yang, Biao, Liu, Haipeng
Format:	Conference Proceeding
Language:	English
Published:	IEEE 03.08.2022
Subjects:	Data Enhancement Diversity reception Generative Model Linear programming Multi-objective Optimization Optimization methods Prediction algorithms Predictive models Selective Ensemble Soft Sensor Soft sensors Training
ISSN:	2767-9861
Online Access:	Get full text
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