Alberto Bemporad


Professor of Control Systems
IMT School for Advanced Studies Lucca
Piazza San Francesco 19, 55100 Lucca, Italy [map]
Tel: +39 0583 4326600, Fax: +39 02 700 543345
Email: alberto.bemporad@imtlucca.it

Photo of Alberto Bemporad

Talks

Quasi-Newton Methods for Learning Nonlinear State-Space Models
Workshop on Nonlinear System Identification Benchmarks, Lugano, Switzerland, April 25, 2024 (keynote)
Model Predictive Control for Automotive Production
November 9, 2023
Learning-based Methods for Model Predictive Control
University of Pisa, Italy, October 12, 2023
Training recurrent neural-network models on the industrial robot dataset under L1-regularization
Workshop on Nonlinear System Identification Benchmarks, Eindhoven, The Netherlands, April 21, 2023
Learning-based Methods for Model Predictive Control
Technical University Eindhoven, The Netherlands, April 18, 2023
Model Predictive Control: Fondamentals and Frontiers
Tutorial Session, 13th Asian Control Conference, May 5, 2022
Model Predictive Control: from Basics to Learning-based Design
First ELO-X Seasonal School and Workshop, March 22, 2022 (Part 1: , Part 2: )
Machine Learning Methods for Model Predictive Control
European Control Conference 2021, July 2, 2021 (semi-plenary)
Model Predictive Control: A Rising Technology in the Automotive Industry
4th IEEE Conference on Control Technology and Applications (CCTA 2020), Montreal, Canada, August 25, 2020 (plenary)
Machine Learning: A New ICE (Identification, Control, Estimation) Age ?
IFAC 2020 Workshop on "Machine Learning meets Model-based Control", July 11, 2020
Recent Advances in Model Predictive Control
22nd International Conference on System Theory, Control and Computing, Sinaia, Romania, October 11, 2018 (plenary)
Model Predictive Control: Dreams, Possibilities, and Reality
6th IFAC Conference on Nonlinear Model Predictive Control (NMPC’18), Madison, WI, August 19, 2018 (keynote)
Recent Advances in Embedded Model Predictive Control
University of Michigan, Ann Arbor (MI), July 14, 2016.
Recent Advances in Embedded Model Predictive Control
ACCESS Distinguished Lecture Series, KTH Stockholm, May 24, 2016.
Solving Mixed-Integer Quadratic Programs via Nonnegative Least Squares
5th IFAC Conference on Nonlinear Model Predictive Control (NMPC’15), Sevilla, Spain, September 18, 2015 (semi-plenary)
Stochastic Economic Model Predictive Control of Complex Drinking Water Networks
Satellite Meeting NetCon@ECCS'14 "New Trends in Analysis and Control of Complex Networks", European Conference on Complex Systems, Lucca, September 25, 2014
Embedded Convex Quadratic Optimization for Model Predictive Control
Workshop on Embedded Optimization, Lucca, September 9, 2014
Explicit MPC: Basics, Fast Implementations, Advantages and Limitations
European Control Conference, Zurich, July 17, 2013
Simple and Certifiable QP Algorithms for Embedded Linear MPC
4th IFAC Conference on Nonlinear Model Predictive Control (NMPC’12), Noordwijkerhout, The Netherlands, August 23, 2012 (semi-plenary)
Hybrid modelling, analysis, and optimization-based control
4th IFAC Conference on Analysis and Design of Hybrid Systems (ADHS 12), Eindhoven, June 8, 2012 (plenary)
Recent advances in applied model predictive control
LeCoPro Mid-term Workshop, Leuven, January 27, 2012
Is MPC a mature technology for guidance and navigation ?
7th Int. ESA Conference on Guidance, Navigation and Control Systems, June 6, 2011
Stochastic receding horizon control for dynamic option hedging
Workshop on Beyond the financial crisis: risk control and pricing method, University of Siena, September 2009
Modelling and optimization-based control of hybrid dynamical systems
6th Vienna International Conference on Mathematical Modelling (MATHMOD 2009), February 13, 2009 (plenary)
Explicit model predictive control: A survey
Int. Workshop on Assessment and Future Directions of Nonlinear Model Predictive Control (NMPC'08), September 5-9, 2008 (plenary)
Model predictive control of hybrid systems
Advanced Process Control Applications for Industry Workshop (APC2007), May 14-16, 2007 (invited half-day tutorial)
Optimization-based control of hybrid dynamical systems
7th Portuguese Conference on Automatic Control (CONTROLO'2006), September 11, 2006 (plenary)
Modeling and control of hybrid systems
16th Mathematical Theory of Networks and Systems Conference (MTNS2004), July 8, 2004 (semi-plenary)