LANS Informal Seminar
"Nonlinear Programming for Feedback Control"
DATE: November 5, 2008
TIME: - Description:
SPEAKER: Victor Zavala, MCS
LOCATION: Building 221 Conference Room A261, Argonne National Laboratory
A new paradigm arising in feedback control is the incorporation of detailed DAE/PDAE simulation models in on-line environments. The main advantage of doing this is the ability to optimize, in real-time, the process operating conditions as external economic factors evolve in time (e.g. energy prices). On the other hand, this new generation of optimization-based controllers requires new and powerful nonlinear programming (NLP) techniques as fast solutions are critical to preserve the stability of the process. In this seminar, we discuss how warm-starting, parametric optimization and linear algebra techniques can be used to minimize the on-line solution times. In addition, we present different techniques to synchronize the dynamics of the process with the solution time of the NLP problems.
Please send questions or suggestions to Jeffrey Larson: jmlarson at anl dot gov.