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arxiv: 1903.02073 · v2 · pith:OAASGRDGnew · submitted 2019-03-05 · 💻 cs.CE · cs.NA· math.NA

Model Order Reduction for Temperature-Dependent Nonlinear Mechanical Systems: A Multiple Scales Approach

classification 💻 cs.CE cs.NAmath.NA
keywords reductionbasisdistributiondynamicsmethodmultiplenonlinearnumber
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The thermal dynamics in thermo-mechanical systems exhibits a much slower time scale compared to the structural dynamics. In this work, we use the method of multiple scales to reduce the thermo-mechanical structural models with a slowly-varying temperature distribution in a systematic manner. In the process, we construct a reduction basis that adapts according to the instantaneous temperature distribution of the structure, facilitating an efficient reduction in the number of unknown. As a proof of concept, we demonstrate the method on a range of linear and nonlinear beam examples and obtain a consistently better accuracy and reduction in the number of unknowns than standard the Galerkin projection using a constant basis.

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