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On uncertainty and local sensitivity analysis for transient conjugate heat transfer problems
Christian Rauch
The Journal of Mechanical Science and Technology, vol. 26, no. 5, pp.1391-1402, 2012
Abstract : "The need for simulating real-world behavior of automobiles has led to more and more sophisticated models being added of various
physical phenomena for being coupled together. This increases the number of parameters to be set and, consequently, the required
knowledge of their relative importance for the solution and the theory behind them. Sensitivity and uncertainty analysis provides the
knowledge of parameter importance. In this paper a thermal radiation solver is considered that performs conduction calculations and
receives heat transfer coefficient and fluid temperate at a thermal node. The equations of local, discrete, and transient sensitivities for the
conjugate heat transfer model solved by the finite difference method are being derived for some parameters. In the past, formulations for
the finite element method have been published. This paper builds on the steady-state formulation published previously by the author. A
numerical analysis on the stability of the solution matrix is being conducted. From those normalized sensitivity coefficients are calculated
dimensionless uncertainty factors. On a simplified example the relative importance of the heat transfer modes at various locations is then
investigated by those uncertainty factors and their changes over time."
Keyword : Conjugate heat transfer; Finite difference method; Sensitivity analysis; Thermal radiation; Transient; Uncertainty analysis |
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