Abstract
This paper addresses the terminal region of model-based predictive control (MFC) for non-linear systems with control input and state constraints. Based on a stability condition of non-linear MFC, a method to determine the terminal weighting term in the performance index and the terminal stabilizing control law to enlarge the terminal region and thus the domain of attraction of the non-linear MFC is proposed. An LMI based optimization approach is developed to choose the terminal weighting item and fictitious terminal stabilizing control law so as to enlarge the terminal region of the non-linear MFC method. The proposed method is illustrated by a numerical example and compares favourably with existing results.
| Original language | English |
|---|---|
| Pages (from-to) | 195-207 |
| Number of pages | 13 |
| Journal | International Journal of Adaptive Control and Signal Processing |
| Volume | 17 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - Apr 2003 |
Keywords
- LMI's
- Model-based predictive control
- Non-linear systems
- Optimization
- Stability
ASJC Scopus subject areas
- Control and Systems Engineering
- Signal Processing
- Electrical and Electronic Engineering
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