Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
September 19, 2025

Real time monitoring of the cultivation process in bioreactors via Raman.

View Full Paper
Ask AI
Bookmark
Share

Authors

MKMaria KarnachoritiNational Technical University of AthensMCMarianneza ChatzipetrouNational Technical University of AthensETEleftherios TouloupakisInstitute of Ecosystem Study

Discussion

Loading...

Member takes

Overview

This research demonstrates high accuracy in nutrient tracking within bioreactors, suggesting Raman spectroscopy can enhance cultivation processes.

Key Points

  • The study achieved high accuracy in monitoring nutrients in bioreactors using Raman spectroscopy, and it developed multiple calibration models.
  • Four calibration models were created with Partial Least Squares Regression, yielding low errors and supporting effective nutrient analysis.
  • Univariate and multivariate analyses played significant roles in optimizing the models for real-time monitoring of bioreactor conditions.
  • The findings highlight the potential of Raman spectroscopy to improve bioprocessing efficiency in industrial applications.

Cite This Study

Karnachoriti et al. (2025) studied this question.

synapsesocial.com/papers/68d464f131b076d99fa64584https://doi.org/10.1364/cleo_at.2025.aa138_4
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Real-Time Chemometric Analysis of Multicomponent Bioprocesses Using Raman Spectroscopy2024 · 2 citations
  2. 2A Novel Raman‐Chromatography Assembly for Automated Calibration and In‐Line Monitoring in Bioprocessing2025 · 3 citations
  3. 3Advancing Raman Calibration: Automated Data Generation, Monitoring, and Control in Multi-Parallel Perfusion Mini Bioreactors.2026
  4. 4Bioprocess in‐line monitoring and control using Raman spectroscopy and Indirect Hard Modeling (IHM)2024 · 10 citations
  5. 5Innovative methodology for flexible monitoring of various bioprocesses by using pre‐existing Raman data coupled with automated transfer learning technique2026 · 2 citations