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Process Measurements

  • Advances in in situ and non-invasive techniques
  • Spatially and angularly resolved spectroscopy for vis-NIR and Raman spectroscopy
  • Emerging technologies for process measurements

Chemometrics and Statistics

  • Process chemometrics for data processing and quantitative analysis
  • Statistics and statistical modelling
  • Design of Experiments

Process Optimisation

  • Data mining and pre-screening
  • Process and bioprocess performance monitoring
  • Real-time property measurements

Modelling and Control

  • Multivariate data fusion for predictive modelling and performance monitoring
  • Soft sensor and inferential estimation
  • Data driven process modelling using machine learning techniques
  • Iterative learning control for batch processes