Machine learning in additive manufacturing: State-of-the-art and perspectives
Additive manufacturing (AM) has emerged as a disruptive digital manufacturing technology.
However, its broad adoption in industry is still hindered by high entry barriers of design for …
However, its broad adoption in industry is still hindered by high entry barriers of design for …
Machine learning techniques in additive manufacturing: a state of the art review on design, processes and production control
S Kumar, T Gopi, N Harikeerthana, MK Gupta… - Journal of Intelligent …, 2023 - Springer
For several industries, the traditional manufacturing processes are time-consuming and
uneconomical due to the absence of the right tool to produce the products. In a couple of …
uneconomical due to the absence of the right tool to produce the products. In a couple of …
A comprehensive literature review of the applications of AI techniques through the lifecycle of industrial equipment
M Elahi, SO Afolaranmi, JL Martinez Lastra… - Discover Artificial …, 2023 - Springer
Driven by the ongoing migration towards Industry 4.0, the increasing adoption of artificial
intelligence (AI) has empowered smart manufacturing and digital transformation. AI …
intelligence (AI) has empowered smart manufacturing and digital transformation. AI …
A novel fabrication strategy for additive manufacturing processes
J Jiang - Journal of Cleaner Production, 2020 - Elsevier
Additive manufacturing (AM) has been increasingly developed and applied in many fields
nowadays. However, it takes a long time for completing a part due to the layer-by-layer …
nowadays. However, it takes a long time for completing a part due to the layer-by-layer …
Analysis and prediction of printable bridge length in fused deposition modelling based on back propagation neural network
In recent years, additive manufacturing has been developing rapidly mainly due to the ease
of fabricating complex components. However, complex structures with overhangs inevitably …
of fabricating complex components. However, complex structures with overhangs inevitably …
Search for the optimal build direction in additive manufacturing technologies: A review
By additive manufacturing technologies, an object is produced deposing material layer by
layer. The piece grows along the build direction, which is one of the main manufacturing …
layer. The piece grows along the build direction, which is one of the main manufacturing …
[HTML][HTML] A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D printing)
Additive Manufacturing (AM)(known as 3D printing) has modernised traditional
manufacturing processes by enabling the layer-by-layer fabrication of complex geometries …
manufacturing processes by enabling the layer-by-layer fabrication of complex geometries …
Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review
Due to its unique benefits over standard conventional “subtractive” manufacturing, additive
manufacturing is attracting growing interest in academic and industrial sectors. Here, special …
manufacturing is attracting growing interest in academic and industrial sectors. Here, special …
A review on the processing of aero-turbine blade using 3D print techniques
Additive manufacturing (AM) has proven to be the preferred process over traditional
processes in a wide range of industries. This review article focused on the progressive …
processes in a wide range of industries. This review article focused on the progressive …
Post-process treatments for additive-manufactured metallic structures: a comprehensive review
This review summarizes the recent research progress on the post-processing techniques to
improve the as-built metallic structure fabricated by additive manufacturing. The …
improve the as-built metallic structure fabricated by additive manufacturing. The …