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Modeling of uncertainty and applications in monitoring and control of power electronics

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5 Author(s)
Monti, A. ; Dept. of Electr. Eng., South Carolina Univ., Columbia, SC, USA ; Ponci, F. ; Lovett, T. ; Smith, A.
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This paper describes the application of polynomial chaos theory to the modeling, simulation, and control of power electronics systems. The result of this work is a circuit simulation method that is able to quantitatively account for the uncertainty of component parameters, and thereby reveal the effects of those uncertainties, during the design process. This paper introduces the mathematical background and then three, different applications: automatic system modeling under uncertainty, uncertainty-based control, uncertainty-based monitoring and diagnostics.

Published in:

American Control Conference, 2005. Proceedings of the 2005

Date of Conference:

8-10 June 2005

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