Research topics
Main research topics
- Nonlinear Model Predictive Control
- Nonlinear Moving-Horizon Estimation
- Sparse identification of implicit and explicit polynomial relationships
- Normality characterization & Anomaly detection
- Probabilistic certification
Applications
- Control of cryogenic refrigerators
- Drug delivery optimization in cancer treatment
- Control of hydraulic/wind turbines
- Energy management in smart districts
- Frequency control in micro-grids
- Sparse methods in parkinson diagnosis
- Control of power stage in thermodynamic machines
(see the full list of publications)
The aim of this section is to show representative set of research works that seemed to me the most up-to-date. A large amount of the research results that has been obtained during decades of career is by now out-dated as they should be.
Nevertheless, despite of the data-driven atmosphere that prevails nowadays, some basic fundamentals remain useful if not more useful than ever to tackle real-life engineering problems.
For a complete overview of results, see the publication section of this website.
Please notice that each item is represented through multiple tabs-based presentation, so do not forget to click on the successive tabs for an overview of the related research and results.