AIMC Topic: Steel

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Large-area, high-resolution characterisation and classification of damage mechanisms in dual-phase steel using deep learning.

PloS one
High performance materials, from natural bone over ancient damascene steel to modern superalloys, typically possess a complex structure at the microscale. Their properties exceed those of the individual components and their knowledge-based improvemen...

Prediction of hearing loss among the noise-exposed workers in a steel factory using artificial intelligence approach.

International archives of occupational and environmental health
PURPOSE: Prediction of hearing loss in noisy workplaces is considered to be an important aspect of hearing conservation program. Artificial intelligence, as a new approach, can be used to predict the complex phenomenon such as hearing loss. Using art...

ZFD-Net: Zinc flower defect detection model of galvanized steel surface based on improved YOLOV5.

PloS one
Due to the complex factory environment, zinc flower defects and galvanized sheet background are difficult to distinguish, and the production line running speed is fast, the existing detection methods are difficult to meet the needs of real-time detec...

Machine-learning-based quality-level-estimation system for inspecting steel microstructures.

Microscopy (Oxford, England)
Quality control of special steel is accomplished through visual inspection of its microstructure based on microscopic images. This study proposes an 'automatic-quality-level-estimation system' based on machine learning. Visual inspection of this type...

A pixel-wise framework based on convolutional neural network for surface defect detection.

Mathematical biosciences and engineering : MBE
The automatic surface defect detection system supports the real-time surface defect detection by reducing the information and high-lighting the critical defect regions for high level image under-standing. However, the defects exhibit low contrast, di...

Energy Density and Hysteresis Comparison in Natural Rubber Tube Springs for Wearable Exoskeleton Applications.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Wearable exoskeletons show promise as a means for compensating lost function as well as for providing optimal assistance for maximal therapeutic benefit during everyday tasks. Development of lightweight spring systems for efficient storage and return...