Additively manufactured materials and structures: A state-of-the-art review on their mechanical characteristics and energy absorption
Lightweight materials and structures have been extensively studied for a wide range of
applications in design and manufacturing of more environment-friendly and more …
applications in design and manufacturing of more environment-friendly and more …
Intelligent additive manufacturing and design: state of the art and future perspectives
In additive manufacturing (AM), intelligent technologies are proving to be a powerful tool for
facilitating economic, efficient, and effective decision-making within the product and service …
facilitating economic, efficient, and effective decision-making within the product and service …
Process monitoring and machine learning for defect detection in laser-based metal additive manufacturing
T Herzog, M Brandt, A Trinchi, A Sola… - Journal of Intelligent …, 2024 - Springer
Over the past several decades, metal Additive Manufacturing (AM) has transitioned from a
rapid prototyping method to a viable manufacturing tool. AM technologies can produce parts …
rapid prototyping method to a viable manufacturing tool. AM technologies can produce parts …
Review of transfer learning in modeling additive manufacturing processes
Modeling plays an important role in the additive manufacturing (AM) process and quality
control. In practice, however, only limited data are available for each product due to the …
control. In practice, however, only limited data are available for each product due to the …
A convolutional neural network-based multi-sensor fusion approach for in-situ quality monitoring of selective laser melting
Selective laser melting (SLM) is an emerging and popular metal additive manufacturing
(AM) technique to fabricate advanced metal components with complex geometries …
(AM) technique to fabricate advanced metal components with complex geometries …
Process monitoring, diagnosis and control of additive manufacturing
Additive manufacturing (AM) can build up complex parts in a layer-by-layer manner, which is
a kind of novel and flexible production technology. The special manufacturing capability of …
a kind of novel and flexible production technology. The special manufacturing capability of …
A deep learning solution for real-time quality assessment and control in additive manufacturing using point cloud data
This work presents an in-situ quality assessment and improvement technique using point
cloud and AI for data processing and smart decision making in Additive Manufacturing (AM) …
cloud and AI for data processing and smart decision making in Additive Manufacturing (AM) …
[HTML][HTML] Laser powder bed additive manufacturing: A review on the four drivers for an online control
F Lupi, A Pacini, M Lanzetta - Journal of Manufacturing Processes, 2023 - Elsevier
Abstract Online control of Additive Manufacturing (AM) processes appears to be the next
challenge in the transition toward Industry 4.0 (I4. 0). Although many efforts have been …
challenge in the transition toward Industry 4.0 (I4. 0). Although many efforts have been …
A feature-level multi-sensor fusion approach for in-situ quality monitoring of selective laser melting
Selective laser melting (SLM) is a commonly used technique in additive manufacturing to
produce metal components with complex geometries and high precision. However, the poor …
produce metal components with complex geometries and high precision. However, the poor …
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures
Part quality manufactured by the laser powder bed fusion process is significantly affected by
porosity. Existing works of process–property relationships for porosity prediction require …
porosity. Existing works of process–property relationships for porosity prediction require …