Interval analysis of transient temperature field with uncertain-but-bounded parameters |
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Authors: | Chong Wang ZhiPing Qiu |
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Affiliation: | 1. Institute of Solid Mechanics, Beihang University, Beijing, 100191, China
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Abstract: | Based on the traditional finite volume method, a new numerical technique is presented for the transient temperature field prediction with interval uncertainties in both the physical parameters and initial/boundary conditions. New stability theory applicable to interval discrete schemes is developed. Interval ranges of the uncertain temperature field can be approximately yielded by two kinds of parameter perturbation methods. Different order Neumann series are adopted to approximate the interval matrix inverse. By comparing the results with traditional Monte Carlo simulation, a numerical example is given to demonstrate the feasibility and effectiveness of the proposed model and methods. |
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Keywords: | finite volume method temperature field prediction interval uncertainties stability theory parameter perturbation method |
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