Model predictive control of linear systems with preview information: feasibility, stability and inherent robustness
The use of available disturbance predictions within a nomi- nal model predictive control formulation is studied. The main challenge that arises is the loss of recursive feasibility and stability guarantees when a persistent disturbance is present in the model and on the system. We show how standard...
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Zusammenfassung: | The use of available disturbance predictions within a nomi-
nal model predictive control formulation is studied. The main challenge
that arises is the loss of recursive feasibility and stability guarantees
when a persistent disturbance is present in the model and on the system.
We show how standard stabilizing terminal conditions may be modified
to account for the use of disturbances in the prediction model. Robust
stability and feasibility are established under the assumption that the
disturbance change across sampling instances is limited. |
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DOI: | 10.1109/TAC.2018.2886156 |