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相关概念视频

Design Example: Joints in Concrete Pavements01:28

Design Example: Joints in Concrete Pavements

149
Concrete pavement joints are essential for maintaining the structural integrity and longevity of pavement by controlling where and how the pavement cracks. These joints can be categorized based on their functions, such as contraction or control joints, construction joints, isolation joints, and expansion joints.
Contraction joints are typically formed by sawing a groove into the concrete shortly after it has hardened. This creates a weakened vertical plane, deliberately encouraging cracking at...
149
Masonry Paving01:21

Masonry Paving

232
The construction of masonry paving involves using materials such as bricks, stones, and concrete masonry units. These materials are chosen for their shape, color, strength, and resistance to abrasion and weathering. Masonry units can be installed dry on a thin layer of sand and a gravel base, or they can be embedded in mortar or asphalt on a concrete slab. For areas subjected to heavy vehicular loads, a rigid base layer of reinforced or unreinforced concrete is recommended. In contrast,...
232
Microcracking in Concrete01:20

Microcracking in Concrete

87
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...
87
Abrasion Resistance of Concrete01:23

Abrasion Resistance of Concrete

80
Abrasion resistance is an essential characteristic of concrete that determines its durability and longevity under various wear conditions. Concrete surfaces are vulnerable to different types of abrasion. For instance, surfaces may wear down due to the constant movement of vehicles or be eroded by solids carried in water, as seen in concrete canal linings. Specific tests are conducted to measure the abrasion resistance of concrete.
One such test is the revolving disc test, where three plates...
80
Non-destructive Tests for Concrete Strength01:12

Non-destructive Tests for Concrete Strength

98
The rebound hammer test, also known as the Schmidt hammer test, is a non-destructive technique for evaluating the hardness of concrete and, indirectly, the strength of concrete. It operates on the principle that the rebound of a spring-driven mass from a concrete surface correlates to the surface's hardness. The device comprises a mass within a tubular housing, a spring mechanism, and a plunger that strikes the concrete. Upon release, the energy imparted to the mass by the spring causes it...
98
PD Controller: Design01:26

PD Controller: Design

145
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
145

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Subsurface Defect Localization by Structured Heating Using Laser Projected Photothermal Thermography
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路面-DETR:用于路面缺陷检测的高精度实时检测变压器.

Cuihua Zuo1, Nengxin Huang1, Cao Yuan1

  • 1School of Mathematics and Computer Science, Wuhan Polytechnic University, Wuhan 430024, China.

Sensors (Basel, Switzerland)
|April 26, 2025
PubMed
概括

这项研究介绍了Pavement-DETR,一种改进的道路缺陷检测模型. 它提高了各种路面问题的准确性,大大提高了道路维护的安全性和效率.

科学领域:

  • 计算机视觉 计算机视觉
  • 人工智能的人工智能
  • 土木工程 土木工程是指土木工程.

背景情况:

  • 准确的道路缺陷检测对于道路维护的安全性和效率至关重要.
  • 挑战包括区分前景/后景和识别小或重叠的缺陷.

研究的目的:

  • 为准确的道路缺陷检测提出一个优化的路面-DETR模型.
  • 为了提高检测常见的路面缺陷,如裂和坑洞.

主要方法:

  • 在ResNet骨干中引入了道空间混合 (CSS) 注意力,以精确的特征聚焦.
  • 采用Conv3XC结构,以改善前景和背景的差异化和特征融合.
  • 开发了一个使用PIoU v2和规范化瓦瑟斯坦距离 (NWD) 进行综合界限框优化的综合损失函数.

主要成果:

  • 在UAV-PDD2023数据集上,Pavement-DETR实现了7.7%的mAP改进,IoU=0.5.
  • 与基线相比,mAP在IoU=0.5-0.95时增加了8.9%,F1评分改善了7%.
  • 在检测小尺寸和重叠的道路缺陷方面表现出卓越的性能.

结论:

关键词:
其他国家/地区 RT-DETRR提高准确度,提高准确度.路面上的缺陷检测,路面上的缺陷检测.

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  • 路面-DETR模型显著提高了道路缺陷检测的准确性.
  • 提议的改进有效地解决了识别各种复杂路面缺陷的挑战.
  • 这种模式为高效和安全的道路维护运营提供了巨大的好处.