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