Crack identification method for magnetic particle inspection of bearing rings based on improved Yolov5

Y Yang, J Zuo, L Li, X Wang, Z Yin… - … Science and Technology, 2024 - iopscience.iop.org
The fluorescent magnetic particle inspection technique is often used for surface crack
detection of bearing rings due to its advantages of simple operation and high sensitivity …

Surround Sensing Technique for Trucks Based on Multi-Features and Improved Yolov5 Algorithm

Z Li, Y Li, H Li, L Deng, R Yan - Sensors, 2024 - mdpi.com
The traditional rearview mirror method cannot fully guarantee safety when driving trucks.
RGB and infrared images collected by cameras are used for registration and recognition, so …

YOLOv8-LMG: An Improved Bearing Defect Detection Algorithm Based on YOLOv8

M Liu, M Zhang, X Chen, C Zheng, H Wang - Processes, 2024 - mdpi.com
In industrial manufacturing, bearings are crucial for machinery stability and safety.
Undetected wear or cracks can lead to severe operational and financial setbacks. Thus …

A Combined Compromise Solution (CoCoSo) of MCDM Problems for Selection of Medical Best Bearing Ring

NA Nabeeh, KM Sallam - Neutrosophic Optimization and …, 2024 - sciencesforce.com
Bearings offers a variety of products designed to meet the rigorous requirements of the
medical sector for patient safety, such as diagnostic and laboratory equipment, surgical and …

Quantitative Shape Discrimination of Metal Surface Defects Based on Alternating Current Field Measurement

Z Song, R Hou, F Jiang - IEEE Access, 2023 - ieeexplore.ieee.org
Quantitative evaluation of defects is an important research topic in non-destructive testing. In
this paper, a quantitative evaluation method for the shape of metal surface defects based on …

CAC-YOLOv8: Real-Time Bearing Defect Detection based on channel attenuation and expanded receptive field strategy

B Liu, Y Zhao, B Chen, C Yu… - … Science and Technology, 2024 - iopscience.iop.org
Bearing defect detection plays a crucial role in the intelligent production of chemical
transmission equipment, where timely identification and handling of defective bearings are …