GEMR-MobileViT,

Ruqing Gong1, Yuemin Wang1, Fan Zhou1

  • 1College of Power Engineering, Naval University of Engineering, Wuhan 430033, China.

PubMed
概括

本研究介绍了GEMR-MobileViT,这是一个高效的AI模型,用于自动化钢丝绳滑质量控制. 它准确地测量了油脂厚度,提高了使用寿命,并使实时现场监控成为可能.

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Design Example: Deciding Thickness of Lubricating Fluid in a Shaft

Effective lubrication between a rotating shaft and its bearing housing is essential in rotating machinery to minimize friction, wear, and energy loss. With carefully controlled thickness and viscosity, the lubricant layer prevents metal-to-metal contact, ensuring smooth operation.
To calculate the required thickness of the lubricant layer, the tangential velocity at the shaft's surface must first be determined. This velocity is calculated by converting the rotational speed to angular...
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Abrasion Resistance of Concrete01:23

Abrasion Resistance of Concrete

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.
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Journal Bearings01:23

Journal Bearings

Journal bearings are mechanical components that support and provide lateral stability to rotating shafts and axles. They are crucial in reducing friction, wear, and vibration in machinery such as engines, turbines, and pumps. The principle behind journal bearings is forming a thin lubricant film between the bearing surface and the rotating shaft, which minimizes direct contact and reduces frictional forces.
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Dry Friction01:30

Dry Friction

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Stress Concentrations in Circular Shafts01:18

Stress Concentrations in Circular Shafts

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