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Updated: Jan 11, 2026

Full-field Strain Measurements for Microstructurally Small Fatigue Crack Propagation Using Digital Image Correlation Method
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Full-field Strain Measurements for Microstructurally Small Fatigue Crack Propagation Using Digital Image Correlation Method

Published on: January 16, 2019

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使用FNN和1D-CNN在移动负载下的梁状结构中基于能量消耗的疲劳损伤检测

Luan Vuong-Cong1, Toan Pham-Bao2, Vien Le-Ngoc1

  • 1Laboratory of Applied Mechanics (LAM), Ho Chi Minh City University of Technology (HCMUT), VNU-HCM, Ho Chi Minh City, Viet Nam.

Scientific reports
|November 17, 2025
PubMed
概括

这项研究引入了一种新的方法,用于检测和测量使用能量消散的光束中的疲劳损伤. 该方法准确地确定损伤位置和严重程度,增强结构健康监测.

关键词:
1D-CNN 1D-CNN 是一个数字.梁状结构类似的结构.损坏检测 检测损坏检测 损坏检测能量消耗能量消耗是指能量消耗.没有了,没有了,没有了.疲劳 疲劳 疲劳 疲劳 疲劳

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Fatigue occurs when materials rupture under repeated or fluctuating loads, even at stress levels far below their static breaking strength. It typically results in brittle failure, even for ductile materials. It is a critical consideration in designing machines and structural components subjected to repetitive or varying loads. The nature of these loadings can range from fluctuating loads like unbalanced pump impellers causing vibrations to repeatedly bending a thin steel rod wire back and forth...
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