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 …

Real-time in-process control methods of process parameters for additive manufacturing

S Kim, EH Kim, W Lee, M Sim, I Kim, J Noh… - Journal of Manufacturing …, 2024 - Elsevier
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 …

Print surface thermal modeling and layer time control for large-scale additive manufacturing

F Wang, S Fathizadan, F Ju, K Rowe… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
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 …

Emerging trends in large format additive manufacturing processes and hybrid techniques

D Vanerio, M Guagliano, S Bagherifard - Progress in Additive …, 2024 - Springer
Large format additive manufacturing (LFAM) technologies are rapidly growing with
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 …

A novel real-time thermal analysis and layer time control framework for large-scale additive manufacturing

S Fathizadan, F Ju, K Rowe… - Journal of …, 2021 - asmedigitalcollection.asme.org
Production efficiency and product quality need to be addressed simultaneously to ensure
the reliability of large-scale additive manufacturing. Specifically, print surface temperature …

Spatio-Temporal Transformer for Temperature Profiles Prediction in Large Format Additive Manufacturing

H **e, D Hoskins, K Rowe, F Ju - 2024 IEEE 20th International …, 2024 - ieeexplore.ieee.org
In Large Format Additive Manufacturing (LFAM), there are many challenges in the design
phase, especially in determining a robust printing strategy, which involves multifaceted …

Dynamic material deposition control for large-scale additive manufacturing

S Fathizadan, F Ju, F Wang, K Rowe… - IISE Transactions, 2022 - Taylor & Francis
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 …

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 …

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

H **e, D Hoskins, K Rowe, F Ju - … of Computing and …, 2025 - asmedigitalcollection.asme.org
In the realm of large format additive manufacturing (LFAM), determining an effective printing
strategy before actual printing involves predicting temperature behaviors and controlling …