Safe Adaptive Control : Data-Driven Stability Analysis and Robust Synthesis
Overview
Safe Adaptive Control gives a formal and complete algorithm for assuring the stability of a switched control system when at least one of the available candidate controllers is stabilizing. The possibility of having an unstable switched system even in the presence of a stabilizing candidate controller is demonstrated by referring to several well-known adaptive control approaches, where the system goes unstable when a large mismatch between the unknown plant and the available models exists ("plant-model mismatch instability"). Sufficient conditions for this possibility to be avoided are formulated, and a "recipe" to be followed by the control system designer to guarantee stability and desired performance is provided. The problem is placed in a standard optimization setting. Unlike the finite controller sets considered elsewhere, the candidate controller set is allowed to be continuously parametrized so that it can deal with plants with a very large range of uncertainties.
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Details
- ISBN-13: 9781849964524
- ISBN-10: 1849964521
- Publisher: Springer
- Publish Date: February 2011
- Dimensions: 9 x 6.1 x 0.4 inches
- Shipping Weight: 0.5 pounds
- Page Count: 148
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