Deep adversarial learning system for fault diagnosis in fused deposition modeling with imbalanced data
Fused deposition modeling (FDM) has been widely promoted as an emerging additive
manufacturing technology. With the growing demand for its commercialization, the …
manufacturing technology. With the growing demand for its commercialization, the …
[HTML][HTML] Heat sources in wire arc additive manufacturing and their impact on macro-microstructural characteristics and mechanical properties–An overview
The layer-by-layer production idea known as Wire Arc Additive Manufacturing (WAAM) is
suggested as a viable substitute for conventional subtractive methods because of its ability …
suggested as a viable substitute for conventional subtractive methods because of its ability …
Time-series vision transformer based on cross space-time attention for fault diagnosis in fused deposition modelling with reconstruction of layer-wise data
Fused deposition modelling (FDM) is a widely used additive manufacturing technology in
various engineering applications. However, ensuring product quality is critical to the success …
various engineering applications. However, ensuring product quality is critical to the success …
Hierarchical bead materials multi-property design for wire-feed laser additive manufacturing
Wire-feed laser additive manufacturing has gained attention for years with its promises of
high-level automation, reducing materials waste, overall costs, and large-scale volume …
high-level automation, reducing materials waste, overall costs, and large-scale volume …
Determining optimal bead central angle by applying machine learning to wire arc additive manufacturing (WAAM)
DO Kim, CM Lee, DH Kim - Heliyon, 2024 - cell.com
Wire arc additive manufacturing (WAAM) is being extensively used in various industrial
fields. In WAAM, if a bead is deposited without considering the central angle, its shape may …
fields. In WAAM, if a bead is deposited without considering the central angle, its shape may …
Monitoring of robot trajectory deviation based on multimodal fusion perception in WAAM process
R Yu, X Tan, S He, Y Huang, L Wang, Y Peng, K Wang - Measurement, 2024 - Elsevier
During wire arc additive manufacturing (WAAM) process, the movement trajectory of robot
directly determines cladding layer position, therefore, monitoring of robot trajectory is …
directly determines cladding layer position, therefore, monitoring of robot trajectory is …
Vision-Based Estimation of Force Balance of Near-Suspended Melt Pool for Drooping and Collapsing Prediction
Wire-arc additive manufacturing (WAAM) is favored by the industry for its high material
utilization rate and low cost. However, wire-arc additive manufacturing of lattice structures …
utilization rate and low cost. However, wire-arc additive manufacturing of lattice structures …
Deep learning assisted fabrication of metallic components using the robotic wire arc additive manufacturing
P Zheng, S Han, D Xue, L Fu, B Jiang - Rapid Prototyping Journal, 2024 - emerald.com
Purpose Because of the advantages of high deposition efficiency and low manufacturing
cost compared with other additive technologies, robotic wire arc additive manufacturing …
cost compared with other additive technologies, robotic wire arc additive manufacturing …
Prediction of weld bead formation of duplex stainless steel fabricated by wire arc additive manufacturing based on the PSO-BP neural network
K Zheng, C Yao, G Mou, H Xiang - Journal of Marine Science and …, 2023 - Springer
Duplex stainless steel was formed through welding wire and arc additive manufacturing
(WAAM) using tungsten inert gas. The effects of wire feeding speed (WFS), welding speed …
(WAAM) using tungsten inert gas. The effects of wire feeding speed (WFS), welding speed …
[HTML][HTML] Modeling the impingement deformation and solidification of a hollow zirconia droplet onto a dry substrate and solidified layer
X Liu, Y Wang, Z Wang, X Zhong, J Zhang, H Sun - AIP Advances, 2023 - pubs.aip.org
Despite the numerous research studies involving the solidification of continuous molten
metal droplet impingement on dry substrates during the process of plasma spraying, the …
metal droplet impingement on dry substrates during the process of plasma spraying, the …