Quantitative Analysis of the Impact of Geometric and Material Uncertainty on the Electromagnetic Response of Transmission Line Systems
Ma, Xiao
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https://hdl.handle.net/2142/46533
Description
Title
Quantitative Analysis of the Impact of Geometric and Material Uncertainty on the Electromagnetic Response of Transmission Line Systems
Author(s)
Ma, Xiao
Contributor(s)
Cangellaris, Andreas
Issue Date
2011-12
Keyword(s)
transmission line systems
geometric uncertainty
material uncertainty
electromagnetic response
Abstract
When modelling any system, the input parameters of the model may be
affected by a relatively large amount of uncertainty due to the intrinsic vari-
ability of the system or poor accuracy of characterization. In such situations,
probabilistic models can be built to include the uncertainties.
This thesis focuses on developing a mathematical framework which allows
quantitative analysis of geometric and material uncertainty effects on the
response of transmission line systems. The mathematical framework takes
advantage of the generalized polynomial chaos theory to project variables
onto a space spanned by a certain orthogonal polynomial basis. The projec-
tion operation will generate an augmented system of differential equations,
and the response of the transmission line system can be solved in expanded
form. The statistical variability of interest in this work includes a) variability
in the cross-sectional geometric parameters of the line; b) variability in the
electromagnetic properties of the insulating media in which the conductors
are immersed; and c) variability in the termination conditions.
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