In-situ monitoring of sub-surface and internal defects in additive manufacturing: A review
Y AbouelNour, N Gupta - Materials & Design, 2022 - Elsevier
Abstract Additive Manufacturing (AM), or 3D printing, processes depend on a user-defined
set of optimized process parameters to create a component. Monitoring and control of AM …
set of optimized process parameters to create a component. Monitoring and control of AM …
In-situ measurement and monitoring methods for metal powder bed fusion: an updated review
The possibility of using a variety of sensor signals acquired during metal powder bed fusion
processes, to support part and process qualification and for the early detection of anomalies …
processes, to support part and process qualification and for the early detection of anomalies …
A digital twin hierarchy for metal additive manufacturing
Digital twins present a conceptual framework for product life-cycle monitoring and control
using a simulated replica of the physical system. Since their emergence, they have garnered …
using a simulated replica of the physical system. Since their emergence, they have garnered …
On the application of in-situ monitoring systems and machine learning algorithms for developing quality assurance platforms in laser powder bed fusion: A review
Laser powder bed fusion (LPBF) is one class of metal additive manufacturing (AM) used to
fabricate high-quality complex-shape components. This technology has significantly …
fabricate high-quality complex-shape components. This technology has significantly …
Review of Computer-Aided Manufacturing (CAM) strategies for hybrid directed energy deposition
Hybrid additive manufacturing intertwines both additive and subtractive manufacturing layer
by layer to digitally fabricate parts with complex geometries, improved surface finish and …
by layer to digitally fabricate parts with complex geometries, improved surface finish and …
Applications of machine learning in metal powder-bed fusion in-process monitoring and control: status and challenges
The continuous development of metal additive manufacturing (AM) promises the flexible and
customized production, spurring AM research towards end-use part fabrication rather than …
customized production, spurring AM research towards end-use part fabrication rather than …
Metal-based additive manufacturing condition monitoring: A review on machine learning based approaches
The metal-based additive manufacturing (MAM) processes have great potential in wide
industrial applications, for their capabilities in building dense metal parts with complex …
industrial applications, for their capabilities in building dense metal parts with complex …
Assisted defect detection by in-process monitoring of additive manufacturing using optical imaging and infrared thermography
Y AbouelNour, N Gupta - Additive Manufacturing, 2023 - Elsevier
Layer-wise in-process monitoring in Fused Filament Fabrication (FFF) 3D printing can
facilitate the detection of defects introduced during manufacturing. In this work, optical …
facilitate the detection of defects introduced during manufacturing. In this work, optical …
High resolution-optical tomography for in-process layerwise monitoring of a laser-powder bed fusion technology
With the implementation of Laser Powder Bed Fusion technologies for industrial production,
the need for in-process monitoring has emerged to ensure stable conditions and the process …
the need for in-process monitoring has emerged to ensure stable conditions and the process …
Applications of artificial intelligence and machine learning in metal additive manufacturing
LJ Ladani - Journal of Physics: Materials, 2021 - iopscience.iop.org
Artificial intelligence (AI) and additive manufacturing (AM) are both disruptive new
technologies. AI has entered many aspects of our lives, but has not been fully realized in the …
technologies. AI has entered many aspects of our lives, but has not been fully realized in the …