[HTML][HTML] In-situ sensing, process monitoring and machine control in Laser Powder Bed Fusion: A review
Process monitoring and sensing is widely used across many industries for quality
assurance, and for increasing machine uptime and reliability. Though still in the emergent …
assurance, and for increasing machine uptime and reliability. Though still in the emergent …
Review of intelligence for additive and subtractive manufacturing: current status and future prospects
Additive manufacturing (AM), an enabler of Industry 4.0, recently opened limitless
possibilities in various sectors covering personal, industrial, medical, aviation and even …
possibilities in various sectors covering personal, industrial, medical, aviation and even …
[HTML][HTML] Time-series pattern recognition in Smart Manufacturing Systems: A literature review and ontology
MA Farahani, MR McCormick, R Gianinny… - Journal of Manufacturing …, 2023 - Elsevier
Since the inception of Industry 4.0 in 2012, emerging technologies have enabled the
acquisition of vast amounts of data from diverse sources such as machine tools, robust and …
acquisition of vast amounts of data from diverse sources such as machine tools, robust and …
[HTML][HTML] Metal additive manufacturing by laser-powder bed fusion: Guidelines for process optimisation
MA Obeidi - Results in Engineering, 2022 - Elsevier
Additive manufacturing is growing rapidly in the last decades due to the significant
development in the laser technology and metal powder manufacturing. It offers a way to …
development in the laser technology and metal powder manufacturing. It offers a way to …
Detecting voids in 3D printing using melt pool time series data
V Mahato, MA Obeidi, D Brabazon… - Journal of Intelligent …, 2022 - Springer
Abstract Powder Bed Fusion (PBF) has emerged as an important process in the additive
manufacture of metals. However, PBF is sensitive to process parameters and careful …
manufacture of metals. However, PBF is sensitive to process parameters and careful …
Prediction of melt pool shape in additive manufacturing based on machine learning methods
X Zhu, F Jiang, C Guo, Z Wang, T Dong, H Li - Optics & Laser Technology, 2023 - Elsevier
Abstract Directed Energy Deposition (DED), one type of additive manufacturing (AM) as
novel modern manufacturing technology, is widely employed to fabricate materials layer by …
novel modern manufacturing technology, is widely employed to fabricate materials layer by …
Physics-guided long short-term memory networks for emission prediction in laser powder bed fusion
Powder bed fusion (PBF) is an additive manufacturing process in which laser heat liquefies
blown powder particles on top of a powder bed, and cooling solidifies the melted powder …
blown powder particles on top of a powder bed, and cooling solidifies the melted powder …
Bone Regeneration Induced by Patient-Adapted Mg Alloy-Based Scaffolds for Bone Defects: Present and Future Perspectives
V Manescu, I Antoniac, A Antoniac, D Laptoiu… - Biomimetics, 2023 - mdpi.com
Treatment of bone defects resulting after tumor surgeries, accidents, or non-unions is an
actual problem linked to morbidity and the necessity of a second surgery and often requires …
actual problem linked to morbidity and the necessity of a second surgery and often requires …
Machine Learning in Biomaterials, Biomechanics/Mechanobiology, and Biofabrication: State of the Art and Perspective
In the past three decades, biomedical engineering has emerged as a significant and rapidly
growing field across various disciplines. From an engineering perspective, biomaterials …
growing field across various disciplines. From an engineering perspective, biomaterials …
Explainable AI for layer-wise emission prediction in laser fusion
The dynamic behavior of melt pools in powder bed-based laser fusion is very challenging to
model using physics-based models and conventional black-box data-driven models …
model using physics-based models and conventional black-box data-driven models …