Look-Ahead / Previewing feature for Nonlinear Model Predictive Control

I would like to use an NMPC approach to control a nonlinear MIMO problem. In the real problem I have a very reliable prediction about the reference signal and I would like to use this knowledge in the form of a look-ahead approach.
In the NMPC example below, at the bottom of the page it says "This could be improved by providing the controller MPC with a look-ahead reference signal, which informs the controller of the expected reference variation over the prediction horizon."
In the linear MPC's I found the corresponding feature under the "Improving Control Performance with Look-Ahead (Previewing)". Is there a similar feature for the nonlinear MPC?

 채택된 답변

Alex Ander
Alex Ander 2022년 2월 4일
편집: Alex Ander 2022년 2월 4일

0 개 추천

it is sufficient to specify a reference vector, Matlab then solves the optimization correctly with a preview behavior. At the beginning, I had always given only the current reference value and this is then apparently held constant over the complete prediction horizon.

추가 답변 (0개)

카테고리

도움말 센터 및 File Exchange에서 Model Predictive Control Toolbox에 대해 자세히 알아보기

제품

릴리스

R2021b

질문:

2022년 1월 25일

편집:

2022년 2월 4일

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by