[HTML][HTML] Research challenges, quality control and monitoring strategy for Wire Arc Additive Manufacturing
Metal additive manufacturing is a high-growth process owing to the capability of producing
parts with complicated geometries and custom facets for various applications. The low …
parts with complicated geometries and custom facets for various applications. The low …
Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review
Due to its unique benefits over standard conventional “subtractive” manufacturing, additive
manufacturing is attracting growing interest in academic and industrial sectors. Here, special …
manufacturing is attracting growing interest in academic and industrial sectors. Here, special …
[HTML][HTML] Experimental investigations on mechanical properties of multi-layered structure fabricated by GMAW-based WAAM of SS316L
In the present study, the Gas metal arc welding (GMAW) based Wire-arc additive
manufacturing (WAAM) process was used to fabricate a multi-layered structure at optimized …
manufacturing (WAAM) process was used to fabricate a multi-layered structure at optimized …
Recent progress of sensing and machine learning technologies for process monitoring and defects detection in wire arc additive manufacturing
Abstract Wire Arc Additive Manufacturing possesses advantages of high deposition rate and
low cost compared with other metal additive manufacturing processes. However, potential …
low cost compared with other metal additive manufacturing processes. However, potential …
Dental materials applied to 3D and 4D printing technologies: a review
HX Cai, X Xu, X Lu, M Zhao, Q Jia, HB Jiang, JS Kwon - Polymers, 2023 - mdpi.com
As computer-aided design and computer-aided manufacturing (CAD/CAM) technologies
have matured, three-dimensional (3D) printing materials suitable for dentistry have attracted …
have matured, three-dimensional (3D) printing materials suitable for dentistry have attracted …
Indirect porosity detection and root-cause identification in WAAM
JYII Alcaraz, W Foqué, A Sharma… - Journal of Intelligent …, 2024 - Springer
Due to the complexity of the Wire-arc Additive Manufacturing (WAAM) process, it is prone to
the occurrence of defects in the product. One of the most common defects is porosity, which …
the occurrence of defects in the product. One of the most common defects is porosity, which …
[HTML][HTML] Research of surface oxidation defects in copper alloy wire arc additive manufacturing based on time-frequency analysis and deep learning method
T Zhang, C Xu, J Cheng, Z Chen, L Wang… - Journal of Materials …, 2023 - Elsevier
In this paper a novel method was proposed for monitoring the defects of surface oxidation in
copper alloy wire arc additive manufacturing (WAAM) which using voltage sensor. Due to …
copper alloy wire arc additive manufacturing (WAAM) which using voltage sensor. Due to …
CNN architecture-based hybrid fusion model for in-situ monitoring to fabricate metal matrix composite by laser melt injection
H Xu, H Huang - Journal of Intelligent Manufacturing, 2023 - Springer
Laser melt injection (LMI) provides a new route for fabricating multi-material components
with tailored physical performance and distributed functional properties. However, the …
with tailored physical performance and distributed functional properties. However, the …
Advances in welding sensing information processing and modelling technology: an overview
The above article is about research for implementing a visual monitor that evaluates the
weld penetration during pulsed tungsten arc gas (GTAW) welding which used active shape …
weld penetration during pulsed tungsten arc gas (GTAW) welding which used active shape …
[HTML][HTML] Prediction of variable-groove weld penetration using texture features of infrared thermal images and machine learning methods
R Yu, S Guo, Y Huang, H Dai, S Qiu, Y Peng… - Journal of Materials …, 2023 - Elsevier
When workpieces with varying grooves are welded, changes in the groove angle of the base
metal can affect the butt weld penetration, thus affecting the final weld forming quality …
metal can affect the butt weld penetration, thus affecting the final weld forming quality …