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A Hybrid Soft Sensor Approach Combining Partial Least-Squares Regression and an Unscented Kalman Filter for State Estimation in Bioprocesses

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Pubblicato in:Bioengineering vol. 12, no. 6 (2025), p. 654
Autore principale: Lucas, Hermann
Altri autori: Kremling, Andreas
Pubblicazione:
MDPI AG
Soggetti:
United States > US
Process variables
Glycerol
Biomass
Least squares method
State estimation
Measurement techniques
Batch culture
E coli
Kalman filters
Batch processing
Proteins
Spectrum analysis
Phenylalanine
Knowledge
Sensors
State variable
Optimization
Tyrosine
Acetic acid
Fermentation
Accesso online:Citation/Abstract
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