Home Search AAA
ACROSS
 
 
Published: 2012-02-08 at 14:32
Edited: 2012-02-12 at 17:55
Research seminar "Fast Model...

The following research seminar was held under the auspices of the  ACROSS project.

Seminar details
Title Fast Model Predictive Control (MPC)
Speaker Prof. Manfred Morari, ETH Zurich, Switzerland
Date 09.11.2011. 11:15 - 12:15 CET
Location Faculty of Electrical Engineering and Computing, Grey Hall

 

The seminar presented the model predictive control for small-scale, high-speed systems which dramatically reduces online MPC loop execution to microsecond timescales.

More about the speaker and seminar, including photos, may be found in the detailed news content.

Abstract

I will discuss some of our recent work that brings the benefits of model predictive control to small-scale, high-speed systems and that can dramatically reduce online MPC loop execution to microsecond timescales. We show how our new real-time MPC schemes provide constraint satisfaction and stability, while optimizing for performance, at speeds several orders of magnitude faster than state-of-the-art. No single real-time optimization method will be able to tackle the broad range of possible problem classes, and so we present various techniques suitable for fast-sampled systems in the range of nano-, micro- and milli-seconds respectively. The controller synthesis methodologies are unique in that they take the available online computational resources as input and produce a controller that will execute within these bounds while satisfying constraints and stabilizing the system. I will motivate our work on real-time MPC with several applications, including power systems, race cars and quadrocopters. Industrial examples will be presented throughout, which serve to highlight theoretical advancements and the extensive software tools that help to bring the developed theory to bear in practical scenarios.

 

Speaker biography

Manfred Morari was appointed head of the Department of Information Technology and Electrical Engineering at ETH Zurich in 2009. He was head of the Automatic Control Laboratory from 1994 to 2008. Before that he was the McCollum-Corcoran Professor of Chemical Engineering and Executive Officer for Control and Dynamical Systems at the California Institute of Technology. He obtained the diploma from ETH Zurich and the Ph.D. from the University of Minnesota, both in chemical engineering. His interests are in hybrid systems and the control of biomedical systems. In recognition of his research contributions he received numerous awards, among them the Donald P. Eckman Award, the John R. Ragazzini Award and the Richard E. Bellman Control Heritage Award of the American Automatic Control Council, the Allan P. Colburn Award and the Professional Progress Award of the AIChE, the Curtis W. McGraw Research Award of the ASEE, Doctor Honoris Causa from Babes-Bolyai University, Fellow of IEEE, IFAC and AIChE, the IEEE Control Systems Technical Field Award, and was elected to the National Academy of Engineering (U.S.). Manfred Morari has held appointments with Exxon and ICI plc and serves on the technical advisory boards of several major corporations.

 

 
Mirko Sužnjević
News list
SEARCH
 
FUNDING
 

ACROSS project has received research funding from the Seventh Framework Programme of the European Union (Grant Agreement No. 285939 FP7-REGPOT-2011-1).


ACROSS' CHANNEL
 

Equipment promotion video

 
 
 
ACROSS brochure is available here.