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Response sensitivity analysis for plastic plane problems based on direct differentiation method

机译:基于直接微分法的塑性平面问题响应灵敏度分析

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Response sensitivity analysis is of significant value to solve various inverse problems in engineering practice using gradient-based optimization algorithms. In the context of finite element (FE) method, an efficient, accurate and general sensitivity analysis approach, namely the direct differentiation method (DDM), has been developed and extended to various element and material models. However, the DDM has not been addressed for the response sensitivity of plastic plane problems (i.e., plane stress and plane strain problems), in spite of their wide applications in practice. This paper bridges this gap by extending the DDM based response sensitivity algorithm to general plastic plane problems, which is solved by taking advantage of general three dimensional (3D) constitutive models. The newly developed DDM-based sensitivity analysis algorithm is implemented in the open source finite element framework (OpenSees) and verified using two realistic application examples of plane problems, i.e., a concrete dam and a steel shear wall. The efficiency and accuracy of the DDM are verified by using the forward finite difference method. (C) 2016 Elsevier Ltd. All rights reserved.
机译:响应灵敏度分析对于使用基于梯度的优化算法解决工程实践中的各种逆问题具有重要价值。在有限元(FE)方法的背景下,已经开发了一种高效,准确且通用的灵敏度分析方法,即直接微分法(DDM),并将其扩展到各种元素和材料模型。然而,尽管在实际中应用广泛,但对于塑性平面问题(即平面应力和平面应变问题)的响应敏感性,尚未解决DDM。本文通过将基于DDM的响应灵敏度算法扩展到一般的塑料平面问题来弥补这一差距,这可以通过利用一般的三维(3D)本构模型来解决。新开发的基于DDM的灵敏度分析算法在开源有限元框架(OpenSees)中实现,并使用两个实际的平面问题应用示例(即混凝土坝和钢剪力墙)进行了验证。使用前向有限差​​分法验证了DDM的效率和准确性。 (C)2016 Elsevier Ltd.保留所有权利。

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