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论文类型：期刊论文

发表时间：2020-04-01

发表刊物：INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

收录刊物：EI、SCIE

卷号：150

ISSN号：0017-9310

关键字：Identification of cavity shape; Gappy proper orthogonal decomposition; Direct inversion; Adaptive modified virtual boundary

摘要：A novel inversion method is proposed for the identification of cavity shape by combining Gappy proper orthogonal decomposition (POD) with a direct inversion scheme. Firstly, the virtual boundary is introduced to construct a new computing domain, and the virtual boundary condition formed by polynomial of increasing order one by one is imposed on the virtual boundary, and then the needed snapshot to generate the POD vector is calculated with the boundary element method (BEM). Secondly, the full-field temperature data are reconstructed by Gappy POD using partial measurement data. Finally, the shape of cavity is identified by searching the isothermal. In order to improve the ability of the proposed method to adapt to the inversion of complex geometry problems, we propose an adaptive modified virtual boundary technique. Numerical examples show that the present method even for complex geometry such as pear shape, can not only obtain high precision inversion results, but also has a good tolerance of noise. (C) 2020 Elsevier Ltd. All rights reserved.