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Sensory data fusion using machine learning methods for in-situ defect registration in additive manufacturing: a review
J Akhavan, S Manoochehri - 2022 IEEE International IOT …, 2022 - ieeexplore.ieee.org
In-situ control to predict and mitigate defects in Additive Manufacturing (AM) could
significantly increase these technologies' quality and reliability. Thorough knowledge of the …
significantly increase these technologies' quality and reliability. Thorough knowledge of the …
Real-time in-process control methods of process parameters for additive manufacturing
Additive Manufacturing, also known as 3D printing, fabricates objects in a layer-by-layer
manner. In recent years, extensive efforts have been made to evolve 3D printing …
manner. In recent years, extensive efforts have been made to evolve 3D printing …
Print surface thermal modeling and layer time control for large-scale additive manufacturing
Large-scale additive manufacturing (LSAM) has a similar mechanism to the fused filament
fabrication (FFF) and is capable of fabricating a part in large size. This capability provides …
fabrication (FFF) and is capable of fabricating a part in large size. This capability provides …
Emerging trends in large format additive manufacturing processes and hybrid techniques
Large format additive manufacturing (LFAM) technologies are rapidly growing with
significant potential for application in multiple technological sectors like aerospace, tooling …
significant potential for application in multiple technological sectors like aerospace, tooling …
In-situ additive manufacturing deposition trajectory monitoring and compensation with thermal camera
S Chen, Y Yang, S Liu, M Duan - Additive Manufacturing, 2023 - Elsevier
Modern additive manufacturing systems still suffer from low fabrication accuracy and speed.
This issue is particularly severe for thermal reaction bonding material extrusion systems …
This issue is particularly severe for thermal reaction bonding material extrusion systems …
A novel real-time thermal analysis and layer time control framework for large-scale additive manufacturing
Production efficiency and product quality need to be addressed simultaneously to ensure
the reliability of large-scale additive manufacturing. Specifically, print surface temperature …
the reliability of large-scale additive manufacturing. Specifically, print surface temperature …
Spatio-Temporal Transformer for Temperature Profiles Prediction in Large Format Additive Manufacturing
In Large Format Additive Manufacturing (LFAM), there are many challenges in the design
phase, especially in determining a robust printing strategy, which involves multifaceted …
phase, especially in determining a robust printing strategy, which involves multifaceted …
Dynamic material deposition control for large-scale additive manufacturing
Large-scale additive manufacturing involves fabricating parts by joint printing of materials
layer upon layer. The product quality and process efficiency are yet to be addressed to …
layer upon layer. The product quality and process efficiency are yet to be addressed to …
Towards vision-based closed-loop additive manufacturing: a review
AH Moltumyr, MH Arbo… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
The use of additive manufacturing technology has grown considerably in the last decade.
Starting from a futuristic idea, additive manufacturing has shown to be a great tool for rapid …
Starting from a futuristic idea, additive manufacturing has shown to be a great tool for rapid …
Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing
In the realm of large format additive manufacturing (LFAM), determining an effective printing
strategy before actual printing involves predicting temperature behaviors and controlling …
strategy before actual printing involves predicting temperature behaviors and controlling …