Economic Nonlinear Model Predictive Control
Author | : Timm Faulwasser |
Publisher | : Foundations and Trends in Systems and Control |
Total Pages | : 118 |
Release | : 2018-01-12 |
ISBN-10 | : 1680833928 |
ISBN-13 | : 9781680833928 |
Rating | : 4/5 (28 Downloads) |
Book excerpt: In recent years, Economic Model Predictive Control (EMPC) has received considerable attention of many research groups. The present tutorial survey summarizes state-of-the-art approaches in EMPC. In this context EMPC is to be understood as receding-horizon optimal control with a stage cost that does not simply penalize the distance to a desired equilibrium but encodes more sophisticated economic objectives. This survey provides a comprehensive overview of EMPC stability results: with and without terminal constraints, with and without dissipativity assumptions, with averaged constraints, formulations with multiple objectives and generalized terminal constraints as well as Lyapunov-based approaches.