Stochastic static analysis of functionally graded sandwich nanoplates based on a novel stochastic meshfree computational framework

IF 4 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Advances in Engineering Software Pub Date : 2024-09-28 DOI:10.1016/j.advengsoft.2024.103780
Baikuang Chen , Zhanjun Shao , A.S. Ademiloye , Delei Yang , Xuebing Zhang , Ping Xiang
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Abstract

In this study, the spatial variability of materials is incorporated into the static analysis of functionally graded sandwich nanoplates to achieve higher accuracy. Utilising a modified point estimation method and the radial point interpolation method, we develop a novel stochastic meshfree computational framework to deal with the material uncertainty. Higher-order shear deformation theory is employed to establish the displacement field of the plates. The elastic modulus of ceramic and metal (Ec and Em) are treated as separate random fields and discretized through the Karhunen-Loève expansion (KLE) method. To improve the performance of procedure, the Wavelet-Galerkin method is introduced to solve the second type of Fredholm integral equation. Subsequently, substituting the random variables obtained by KLE into the stochastic computational framework, a high accuracy stochastic response of structures can be acquired. By comparing computed findings with those of Monte Carlo simulation, the accuracy and efficiency of developed framework are verified. Moreover, the results indicate that the plate's deflection exhibits varying sensitivities to the random fields Ec and Em. Also, the sandwich configuration as well as power-law exponents affect the stochastic response of structures. These findings offer valuable insights for the optimized design of functionally graded sandwich nanoplates.
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基于新型随机无网格计算框架的功能分级夹层纳米板随机静态分析
本研究将材料的空间变异性纳入功能分级夹层纳米板的静态分析,以实现更高的精度。利用改进的点估计方法和径向点插值方法,我们开发了一种新型随机无网格计算框架来处理材料的不确定性。我们采用高阶剪切变形理论来建立板材的位移场。陶瓷和金属的弹性模量(Ec 和 Em)被视为独立的随机场,并通过卡尔胡宁-洛埃夫扩展(KLE)方法进行离散化处理。为了提高程序的性能,引入了 Wavelet-Galerkin 方法来求解第二类 Fredholm 积分方程。随后,将 KLE 得到的随机变量代入随机计算框架,可获得高精度的结构随机响应。通过将计算结果与蒙特卡罗模拟结果进行比较,验证了所开发框架的准确性和高效性。此外,结果表明,板的挠度对随机场 Ec 和 Em 的敏感性各不相同。此外,夹层结构和幂律指数也会影响结构的随机响应。这些发现为功能分级夹层纳米板的优化设计提供了宝贵的见解。
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来源期刊
Advances in Engineering Software
Advances in Engineering Software 工程技术-计算机:跨学科应用
CiteScore
7.70
自引率
4.20%
发文量
169
审稿时长
37 days
期刊介绍: The objective of this journal is to communicate recent and projected advances in computer-based engineering techniques. The fields covered include mechanical, aerospace, civil and environmental engineering, with an emphasis on research and development leading to practical problem-solving. The scope of the journal includes: • Innovative computational strategies and numerical algorithms for large-scale engineering problems • Analysis and simulation techniques and systems • Model and mesh generation • Control of the accuracy, stability and efficiency of computational process • Exploitation of new computing environments (eg distributed hetergeneous and collaborative computing) • Advanced visualization techniques, virtual environments and prototyping • Applications of AI, knowledge-based systems, computational intelligence, including fuzzy logic, neural networks and evolutionary computations • Application of object-oriented technology to engineering problems • Intelligent human computer interfaces • Design automation, multidisciplinary design and optimization • CAD, CAE and integrated process and product development systems • Quality and reliability.
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