基于拓扑优化的结构弹性成像方法
STRUCTURAL ELASTOGRAPHY METHOD BASED ON TOPOLOGY OPTIMIZATION
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摘要:弹性模量是工程材料重要的性能参数, 可以衡量物体抵抗弹性变形的能力. 弹性成像是一种通过弹性模量表征生物体组织物理特性的医学成像方法. 为了将弹性成像应用于机械装备结构的缺陷识别, 提高弹性成像的局部表征和全局识别能力, 提出一种基于拓扑优化的结构弹性成像方法. 受拓扑优化理论启发, 采用结构离散单元的相对密度(弹性模量系数)作为弹性成像参数来表征损伤程度, 建立成像参数与弹性模量的插值模型, 基于有限元模型构建损伤表征、结构模型与物理响应的映射关系. 以损伤结构和无损结构位移响应的最小二乘为目标函数, 以成像参数上下限为约束, 建立结构弹性成像的优化模型. 以伴随法推导弹性成像问题的灵敏度, 并详细给出了弹性成像反演的数值实施方式. 二维悬臂梁和米歇尔梁算例表明, 本文提出的基于拓扑优化的弹性成像方法无需先验损伤信息, 可有效实现均质/非均质、单/多缺陷结构的弹性成像, 且弹性成像结果不依赖于特定的边界条件, 进一步将弹性成像方法扩展至三维悬臂梁问题验证了其通用性.Abstract:Elastic modulus is an important performance parameter of engineering materials, which can measure the ability of an object to resist elastic deformation. Elastography is a medical imaging method that characterizes the physical properties of biological tissues through elastic modulus. To apply the elastography method to the damage identification of mechanical equipment structures and improve the local characterization and the global identification capabilities of elastography, a structural elastography method based on the topology optimization method is proposed. Inspired by the topology optimization theory, the relative densities or elastic modulus coefficients of the discrete elements of the structure are used as the elastography parameters to characterize the degree of damage. The interpolation model of imaging parameters and elastic modulus is then established. The mapping relationship between damage characterization, structural model, and physical response is constructed based on the finite element model. The least-square of the displacement responses of the damaged structure and the undamaged structure is taken as the optimization objective function. The upper and lower limits of imaging parameters are taken as constraints. The optimization model of the structural elastography is established based on the objective and constraints. The sensitivity of the imaging problem is derived based on the adjoint method. The numerical implementation for the inverse solution of the elastography problem is given in detail. Two 2D cantilever beam and Michell beam numerical examples are firstly conducted. The imaging results show that the topology optimization based elastography method can obtain high-quality elastic modulus images of structures with homogeneous and heterogeneous materials without any prior information. The elastography method is also effective for the imaging of structures with single damage and multi-damages. And the imaging results do not depend on specific boundary conditions. The elastography method is further extended to a 3D cantilever beam problem to verify the generalization of the proposed method.