Probabilistic machine learning based soft-sensors for product quality prediction in batch processes
Author:
Publisher
Elsevier BV
Subject
Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry
Reference43 articles.
1. Review on data-driven modeling and monitoring for plant-wide industrial processes;Ge;Chemometr. Intell. Lab. Syst.,2017
2. Data-driven soft sensors in the process industry;Kadlec;Comput. Chem. Eng.,2009
3. Multivariate video analysis and Gaussian process regression model based soft sensor for online estimation and prediction of nickel pellet size distributions;Chen;Comput. Chem. Eng.,2014
4. Bioprocessing in the digital age: the role of process models;Narayanan;Biotechnol. J.,2020
5. Dynamic soft sensor development based on convolutional neural networks;Wang;Ind. Eng. Chem. Res.,2019
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