Recent advances in laser-cladding of metal alloys for protective coating and additive manufacturing
Material degradation of metal alloys usually starts from the surface induced by tribological
systems along with extremities including elevated temperatures, irradiations, erosion …
systems along with extremities including elevated temperatures, irradiations, erosion …
Surface roughness prediction of large shaft grinding via attentional CNN-LSTM fusing multiple process signals
D Wang, C Han, L Wang, X Li, E Cai… - The International Journal of …, 2023 - Springer
Surface roughness is an important indicator for shaft grinding, and its prediction is always a
core issue in practice. The surface roughness of each part for a large shaft would be different …
core issue in practice. The surface roughness of each part for a large shaft would be different …
Deep learning-based classification of damage-induced acoustic emission signals in UHPC
R Zhang, X Yan, L Guo - Construction and Building Materials, 2022 - Elsevier
Acoustic emission (AE) is advantageous in studying and monitoring the damage state of
UHPC, and its performance can be further improved if various damage-induced AE signals …
UHPC, and its performance can be further improved if various damage-induced AE signals …
Visual measurement of grinding surface roughness based on feature fusion
J Huang, H Yi, A Shu, L Tang… - … Science and Technology, 2023 - iopscience.iop.org
Due to the random surface texture and weak features of the grinding processing, most
current visual measurement of grinding surface roughness is predicted by designing feature …
current visual measurement of grinding surface roughness is predicted by designing feature …
AMS-Net: Attention mechanism based multi-size dual light source network for surface roughness prediction
T Zhang, X Guo, S Fan, Q Li, S Chen, X Guo - Journal of Manufacturing …, 2022 - Elsevier
Real-time and efficient surface roughness measurement is very essential for machining.
Previously proposed non-contact roughness prediction methods usually use surface …
Previously proposed non-contact roughness prediction methods usually use surface …
Machining surface roughness detection by adaptive deep fusion capsule network with low illumination and noise robustness
Z Huang, Q Zhang, J Shao, W Li, J Zhu… - Measurement Science …, 2023 - iopscience.iop.org
Surface roughness measurement is of great importance for monitoring machining quality. To
address the performance degradation of deep models caused by low illumination and …
address the performance degradation of deep models caused by low illumination and …
KESTİRİMCİ BAKIMDA MAKİNE ÖĞRENMESİ: LİTERATÜR ARAŞTIRMASI
DR Dündar, İ Sarıçiçek, E Çinar… - … Mühendislik ve Mimarlık …, 2021 - dergipark.org.tr
Endüstriyel sistemlerdeki makine arızalarını önleyerek üretimde oluşabilecek kesintilerden
kaçınmak ve ilgili maliyetleri azaltmak etkin bir bakım yönetimi ile mümkündür. Etkin bakım …
kaçınmak ve ilgili maliyetleri azaltmak etkin bir bakım yönetimi ile mümkündür. Etkin bakım …
Grinding wheel loading evaluation by using acoustic emission signals and digital image processing
CS Liu, YJ Ou - Sensors, 2020 - mdpi.com
In the manufacturing industry, grinding is used as a major process for machining difficult-to-
cut materials. Grinding is the most complicated and precise machining process. For grinding …
cut materials. Grinding is the most complicated and precise machining process. For grinding …
Surface roughness prediction based on fusion of dynamic-static data
J Wang, X Wu, Q Huang, Q Mu, W Yang, H Yang, Z Li - Measurement, 2025 - Elsevier
The surface roughness in mechanical milling is a critical indicator of machining quality. Due
to the variability in the geometric structure of the workpieces and the complexity of the milling …
to the variability in the geometric structure of the workpieces and the complexity of the milling …
Research on Curved Parts Surface Quality Detection during Laser‐Directed Energy Deposition Based on Blurry Inpainting Network
W Chen, B Zou, H Sun, Q Zheng… - Advanced …, 2023 - Wiley Online Library
The laser‐directed energy deposition technology can be used for additive/subtractive hybrid
manufacturing (ASHM). ASHM can realize the manufacturing of some complex parts, such …
manufacturing (ASHM). ASHM can realize the manufacturing of some complex parts, such …