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Smart Soft Sensor Design with Hierarchical Sampling Strategy of Ensemble Gaussian Process Regression for Fermentation Processes

Accurate and real-time quality prediction to realize the optimal process control at a competitive price is an important issue in Industrial 4.0. This paper shows a successful engineering application of how smart soft sensors can be combined with machine learning technique to significantly save human...

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Опубликовано в: :Sensors (Basel)
Главные авторы: Sheng, Xiaochen, Ma, Junxia, Xiong, Weili
Формат: Artigo
Язык:Inglês
Опубликовано: MDPI 2020
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7181045/
https://ncbi.nlm.nih.gov/pubmed/32244382
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20071957
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