Detection of Cracks and damage in wind turbine blades using artificial intelligence-based image analytics

A Reddy, V Indragandhi, L Ravi, V Subramaniyaswamy - Measurement, 2019 - Elsevier
Image processing involved specifically with image recognition and image classification has
taken a huge stride with the advent of high-performance GPU's and the increase in the …

Characterization method for electric arc erosion based on the in-situ measurement of electrode surface morphology

W Ren, Z Zheng, C Zhang, J Liu, X Liu - Measurement, 2023 - Elsevier
The electrical arc significantly influences the surface morphology and the performance of
electrode. There has been ever increasing demand for the characterization method of arc …

Efficient dataset extension using generative networks for assessing degree of coating degradation around scribe

D Stursa, P Rozsival, P Dolezel - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
A novel methodology for dataset augmentation in the semantic segmentation of coil-coated
surface degradation is presented in this study. Deep convolutional generative adversarial …

Sequence of u-shaped convolutional networks for assessment of degree of delamination around scribe

V Rozsivalova, P Dolezel, D Stursa… - International Journal of …, 2022 - Springer
The application of protective layers is the primary method of keeping metallic structures
resistant to degradation. The measurement of the layer resistance to delamination is one of …

Classification of Degree of Degradation around Scribe for Coil-Coated Metallic Samples Using Convolutional Neural Models

P Rozsival, P Dolezel, BB Zanon… - 2024 10th International …, 2024 - ieeexplore.ieee.org
Coil coating, a technique for applying organic coatings to rolled metal strip substrates, plays
a critical role in achieving consistent, high-quality surface finishes. However, these …

Automated Dataset Enhancement Using GAN for Assessment of Degree of Degradation Around Scribe

P Dolezel, V Rozsivalova, M Pakosta… - 2023 9th International …, 2023 - ieeexplore.ieee.org
Coil coating is a method of applying an organic coating material to a rolled metal strip
substrate in a continuous automated process. It is used to provide a high quality, durable …

Layer Separation and Corrosion Detection Algorithms for Reliability Analyzes of HDD Head Stack

J Paitoonnaramit, S Tanachutiwat - Proceedings of the 2022 11th …, 2022 - dl.acm.org
In this work, an algorithm to separate layer and detect corrosion using a combination of
image analysis and machine learning techniques are proposed for reliability testing of hard …

Automatized approach to assessment of degree of delamination around a scribe

P Dolezel, P Rozsival, V Rozsivalova… - Intelligent Systems and …, 2019 - Springer
The aim of this paper is to select a suitable methodology and a sequence of procedures for
assessment of degree of delamination around a scribe. This should be achieved with as …