Development of Hybrid estimation schemes, i.e., integration of process knowledge with BIG data techniques, for soft-sensing and data reconciliation.
Developing intelligent optimizing control frameworks using advanced Machine learning techniques for batch processes.
BIG Data Analytics in plant wide Process Optimization & Control.