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相关概念视频

Deformation of Member under Multiple Loadings01:11

Deformation of Member under Multiple Loadings

168
When a rod is made of different materials or has various cross-sections, it must be divided into parts that meet the necessary conditions for determining the deformation. These parts are each characterized by their internal force, cross-sectional area, length, and modulus of elasticity. These parameters are then used to compute the deformation of the entire rod.
In the case of a member with a variable cross-section, the strain is not constant but depends on the position. The deformation of an...
168
Three-Dimensional Analysis of Strain01:29

Three-Dimensional Analysis of Strain

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Three-dimensional strain analysis is crucial for understanding how materials deform under stress, particularly in elastic, homogeneous materials. This method employs principal stress axes to simplify complex stress states into more understandable forms. Subjected to stress, a small cubic element within a material either expands or contracts along these axes, transforming into a rectangular parallelepiped. This transformation effectively illustrates the material's deformation. The principal...
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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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Indeterminate Structure01:18

Indeterminate Structure

543
Indeterminate structures refer to structures where internal forces and reactions cannot be determined using only the equations of static equilibrium.  Indeterminate structures have more unknown forces and reaction forces than equations of static equilibrium that can be used to determine them. Indeterminate structures are often used in engineering to create complex, efficient, and aesthetically pleasing structures. There are various types of indeterminate structures used in engineering and...
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Design Example: Creating a Hydraulic Model of a Dam Spillway01:21

Design Example: Creating a Hydraulic Model of a Dam Spillway

190
Scaled hydraulic models of dam spillways provide a practical way to replicate and study the intricate flow dynamics of these structures. Often built to a 1:15 ratio, these models allow for observing critical water behavior, such as velocity distribution, flow patterns, and energy dissipation.
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Microcracking in Concrete01:20

Microcracking in Concrete

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Microcracking in concrete refers to the tiny cracks that can form within the material even before any external load is applied. These microcracks typically occur at the interface between the coarse aggregate and the hydrated cement paste, often as a result of differential volume changes prompted by variations in stress-strain behavior, as well as thermal and moisture movement. Initially, these microcracks remain stable and do not grow substantially until the concrete is stressed to about 30...
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使用深度学习和FE模型更新技术检测结构损坏.

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科学领域:

  • 结构工程 结构工程
  • 计算力学 计算力学 计算力学
  • 人工智能的人工智能

背景情况:

  • 检测结构损坏对于安全和维护至关重要.
  • 传统的方法,如损坏检测和有限元模型更新有局限性.
  • 分析方法在复杂的结构问题中面临挑战.

研究的目的:

  • 开发一种用于结构损坏检测的新方法.
  • 准确确定结构损坏的位置和程度.
  • 为了利用人工智能进行复杂的损害分析.

主要方法:

  • 使用有限元模型更新来创建反映结构特征的参考模型.
  • 根据参考模型,为各种损坏场景生成培训数据.
  • 采用人工智能网络进行损害识别.

主要成果:

  • 开发的方法允许精确识别结构损坏.
  • 该方法有效地克服了传统分析方法的局限性.
  • 人工智能网络成功地学会从训练数据中检测损害.

结论:

  • 拟议的人工智能驱动的方法为结构损坏检测提供了一个强大的解决方案.
  • 模型更新与人工智能相结合,提供了一种分析结构完整性的有效方法.
  • 这种方法提高了评估和管理结构健康的能力.