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相关概念视频

Members Made of Elastoplastic Material01:19

Members Made of Elastoplastic Material

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The behavior of elastoplastic materials under bending stresses, particularly in structural members with rectangular cross-sections, is crucial for predicting material responses and understanding failure modes. Initially, when a bending moment is applied, the stress distribution across the section follows Hooke's Law and is linear and elastic. This distribution means the stress increases from the neutral axis to the maximum at the outer fibers, up to the elastic limit.
As the bending moment...
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Typical Model Studies01:30

Typical Model Studies

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Fluid mechanics model studies often utilize scaled-down systems to predict fluid behavior in full-scale environments, such as river flows, dam spillways, and structures interacting with open surfaces. Maintaining Froude number similarity in river models is crucial, as it replicates surface flow features like wave patterns and velocities.
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Residual Stresses in Bending01:18

Residual Stresses in Bending

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In the study of elastoplastic members subjected to bending moments, understanding the loading and unloading phases is crucial for assessing material behavior and structural integrity. During the loading phase, as the bending moment increases, the material initially responds elastically, adhering to Hooke's Law, where stress is directly proportional to strain. When the load exceeds the yield strength, plastic deformation occurs, resulting in permanent strain and deformation that remains even...
207
Elastic Strain Energy for Shearing Stresses01:20

Elastic Strain Energy for Shearing Stresses

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As discussed in previous lessons, strain energy in a material is the energy stored when it is elastically deformed, a concept crucial in materials science and mechanical engineering. This energy results from the internal work done against the cohesive forces within the material. When a material undergoes shearing stress and corresponding shearing strain, the strain energy density, which is the energy stored per unit volume, is calculated. Within the elastic limit, where the stress is...
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Circular Shafts - Elastoplastic Materials01:24

Circular Shafts - Elastoplastic Materials

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The study of solid circular shafts under stress shows that within the elastic limit, stress increases directly to the distance from the shaft's center. This relationship holds until the shaft reaches a critical point of stress, beyond which it begins to yield, marking the transition from elastic to plastic deformation. At this crucial juncture, the maximum torque the shaft can endure without permanent deformation is determined, signifying the limit of its elastic behavior.
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Elastic Strain Energy for Normal Stresses01:22

Elastic Strain Energy for Normal Stresses

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Strain energy quantifies the energy stored within a material due to deformation under loading conditions, a fundamental concept in materials science and engineering. The strain energy can be modeled when a material is subjected to axial loading with uniformly distributed stress. In this scenario, the stress experienced by the material is the internal force divided by the cross-sectional area, and the strain induced is directly proportional to this stress through the modulus of elasticity.
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相关实验视频

Updated: Jul 19, 2025

Finite Element Modeling for the Simulation of the Quasi-Static Compression of Corrugated Tapered Tubes
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一个数据驱动的减少顺序替代模型,用于对代表体积元素应用整个弹性塑料模拟.

S Vijayaraghavan1, L Wu2, L Noels2

  • 1Faculty of Science, Technology and Medicine, University of Luxembourg, 6 Avenue de la Fonte, Esch-Sur-Alzette, Luxembourg.

Scientific reports
|August 7, 2023
PubMed
概括
此摘要是机器生成的。

这项研究引入了一种使用神经网络加速弹性塑料固体模拟的新型代孕模型. 这种方法通过避免代式方程解决,显著减少了计算时间,为复杂材料建模提供了一个有希望的替代方案.

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Characterizing Dissipative Elastic Metamaterials Produced by Additive Manufacturing
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相关实验视频

Last Updated: Jul 19, 2025

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科学领域:

  • 计算型固体力学 计算型固体力学
  • 在工程领域的机器学习.

背景情况:

  • 传统的对弹性塑料固体的数值模拟由于代式方程解法而具有计算密集性.
  • 替代模型提供了更快的替代方案,但与流体动力学相比,对弹性可塑性的探索较少.

研究的目的:

  • 为了研究弹性塑料模拟的特定替代模型的潜力和局限性.
  • 为了证明代孕体在代表体积元素中模拟宏观行为和微观结构量的能力.

主要方法:

  • 采用一个替代模型,将解决方案场的特征模式与神经网络相结合.
  • 使用循环神经网络来处理与速率无关的弹性塑性固有的路径依赖性.
  • 避免对线性控制方程的代解决,每增量计算一次塑性变量.

主要成果:

  • 与直接的数值模拟相比,代用模型显著减少了计算时间.
  • 该模型有效地模拟了宏观压力-变形关系.
  • 可以恢复代表体积元素中的微结构量.

结论:

  • 开发的代孕模型显示了加速弹性塑料模拟的重大前景.
  • 这种方法可以大大节省时间,并保持复杂材料行为的准确性.
  • 需要进一步研究,以充分了解这些替代品在弹性可塑性的能力和局限性.