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[HTML][HTML] Deep learning-based pc member crack detection and quality inspection support technology for the precise construction of osc projects
Recently, the construction industry has benefited from the increased application of smart
construction led by the core technologies of the fourth industrial revolution, such as BIM, AI …
construction led by the core technologies of the fourth industrial revolution, such as BIM, AI …
Recognition and detection of aero-engine blade damage based on Improved Cascade Mask R-CNN
W He, C Li, X Nie, X Wei, Y Li, Y Li, S Luo - Applied optics, 2021 - opg.optica.org
Aero-engine blades are an integral part of the aero-engine, and the integrity of these blades
affects the flight performance and safety performance of an aircraft. The traditional manual …
affects the flight performance and safety performance of an aircraft. The traditional manual …
Deep learning approach for predicting crack initiation position and size in a steam turbine blade using frequency response and model order reduction
HW Seo, JS Han - Journal of Mechanical Science and Technology, 2024 - Springer
This paper introduces a deep learning approach for accurately predicting the position and
size of cracks in steam turbine blades using frequency response function data obtained from …
size of cracks in steam turbine blades using frequency response function data obtained from …
Analysis of Domestic Research Trends on Artificial Intelligence-Based Prognostics and Health Management
YE Jeong, YS Kim - Journal of Korean Society for Quality Management, 2023 - jksqm.org
Purpose This study aim to identify the trends in AI-based PHM technology that can enhance
reliability and minimize costs. Furthermore, this research provides valuable guidelines for …
reliability and minimize costs. Furthermore, this research provides valuable guidelines for …
[HTML][HTML] Image preprocessing method in radiographic inspection for automatic detection of ship welding defects
G Yun, S Oh, S Shin - Applied Sciences, 2021 - mdpi.com
Welding defects must be inspected to verify that the welds meet the requirements of ship
welded joints, and in welding defect inspection, among nondestructive inspections …
welded joints, and in welding defect inspection, among nondestructive inspections …
[HTML][HTML] Optimization algorithm for surface defect detection of aircraft engine components based on YOLOv5
Y Qu, C Wang, Y **ao, J Yu, X Chen, Y Kong - Applied Sciences, 2023 - mdpi.com
The aircraft engine is a core component of an airplane, and its critical components work in
harsh environments, making it susceptible to a variety of surface defects. To achieve efficient …
harsh environments, making it susceptible to a variety of surface defects. To achieve efficient …
Evaluating Store Image and Creating Positioning Maps Based on Deep Learning-Focused on the Interior Environments of Coffee Shop Brands
Y Han, H Lee - Journal of the Architectural Institute of Korea, 2023 - koreascience.kr
This study presents a deep learning approach to measuring a brand's store image while
generating positioning maps using social media data. Store design and architecture were …
generating positioning maps using social media data. Store design and architecture were …
Research on small target damage detection of aero-engine based on improved YOLOv4
CAI Shuyu, YAN Ziyan - 航空动力学报, 2023 - jasp.com.cn
Intelligent aero-engines damage detection is an important research direction in aircraft fault
diagnosis. An improved multi-scale target detection method based on You Only Look Once …
diagnosis. An improved multi-scale target detection method based on You Only Look Once …
Classification of the Rusting State of Pipe Using a Laser Displacement Sensor
KM Cheon, BC Shin, GH Shin, JI Go… - Journal of the Korean …, 2022 - koreascience.kr
Although pipe performs various functions in industrial sites and residential spaces, if it is
damaged due to corrosion caused by the external environment, it may cause equipment …
damaged due to corrosion caused by the external environment, it may cause equipment …
[PDF][PDF] 基于改进 YOLOv4 的航空发动机小目标损伤检测研究
蔡舒妤, 闫子砚 - Journal of Aerospace Power, 2023 - jasp.com.cn
智能化的航空发动机损伤检测是飞机故障诊断重要的研究方向, 针对现有目标检测模型对航空
发动机的小目标损伤检测效果差的问题, 提出了一种改进的基于You Only Look Once version 4 …
发动机的小目标损伤检测效果差的问题, 提出了一种改进的基于You Only Look Once version 4 …