Control of perturbed systems using neural networks.
Stability conditions for a perturbed plant control by a conventional robust controller and a neuro controller are presented. The neural net-based direct inverse controller is proposed to aid the robust controller to further suppress the output error resulting from the unmodeled residuals. A procedure for determining the permissible network's output under which the overall closed-loop system will be robustly stable is provided.
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