(606d) Linking Stability and Robustness of Nonlinear MPC and Economic MPC to Properties of Optimization Subproblems:Building on the Rawlings Results
AIChE Annual Meeting
2017
2017 Annual Meeting
Computing and Systems Technology Division
In Honor of Jim Rawlings' 60th Birthday
Wednesday, November 1, 2017 - 4:15pm to 4:35pm
This talk presents and analyzes optimization problem formulations for NMPC and eNMPC,
and extends optimality and regularity conditions that are needed to fulfill well-known stability
and robustness properties developed by Rawlings and coworkers. Optimization strategies that
rely on these formulations are synthesized and several illustrative NMPC and eNMPC examples
are presented that demonstrate their benefits.
and extends optimality and regularity conditions that are needed to fulfill well-known stability
and robustness properties developed by Rawlings and coworkers. Optimization strategies that
rely on these formulations are synthesized and several illustrative NMPC and eNMPC examples
are presented that demonstrate their benefits.