On-line Calibration of Just in Time Learning and Gaussian Process Regression based Soft Sensor with Moving-Window Technology
To handle time-varying, non-linear and multi-parameter characteristics of industrial processes, a new soft sensor modelling method by Gaussian process regression (GPR) with just in time learning (JITL) and moving window technology is proposed. Traditional soft sensors based on JITL only consider spa...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
AIDIC Servizi S.r.l.
2018-08-01
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| Series: | Chemical Engineering Transactions |
| Online Access: | https://www.cetjournal.it/index.php/cet/article/view/667 |