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 …
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 …
[HTML][HTML] Research and application of machine learning for additive manufacturing
Additive manufacturing (AM) is poised to bring a revolution due to its unique production
paradigm. It offers the prospect of mass customization, flexible production, on-demand and …
paradigm. It offers the prospect of mass customization, flexible production, on-demand and …
A review on machine learning in 3D printing: applications, potential, and challenges
Additive manufacturing (AM) or 3D printing is growing rapidly in the manufacturing industry
and has gained a lot of attention from various fields owing to its ability to fabricate parts with …
and has gained a lot of attention from various fields owing to its ability to fabricate parts with …
Machine learning and deep learning based predictive quality in manufacturing: a systematic review
With the ongoing digitization of the manufacturing industry and the ability to bring together
data from manufacturing processes and quality measurements, there is enormous potential …
data from manufacturing processes and quality measurements, there is enormous potential …
[HTML][HTML] A review on voids of 3D printed parts by fused filament fabrication
Y Tao, F Kong, Z Li, J Zhang, X Zhao, Q Yin… - Journal of Materials …, 2021 - Elsevier
Fused filament fabrication (FFF), also known as fused deposition modeling (FDM™), is
considered one of the most promising additive manufacturing (AM) methods for its versatility …
considered one of the most promising additive manufacturing (AM) methods for its versatility …
[HTML][HTML] A review of industrial big data for decision making in intelligent manufacturing
C Li, Y Chen, Y Shang - … Science and Technology, an International Journal, 2022 - Elsevier
Under the trend of economic globalization, intelligent manufacturing has attracted a lot of
attention from academic and industry. Related enabling technologies make manufacturing …
attention from academic and industry. Related enabling technologies make manufacturing …
Agricultural databases evaluation with machine learning procedure
This paper reviews our experience with the application of machine learning techniques to
agricultural databases. W e have designed and implemented a machine learning …
agricultural databases. W e have designed and implemented a machine learning …
[HTML][HTML] Big data, machine learning, and digital twin assisted additive manufacturing: A review
Additive manufacturing (AM) has undergone significant development over the past decades,
resulting in vast amounts of data that carry valuable information. Numerous research studies …
resulting in vast amounts of data that carry valuable information. Numerous research studies …
Machine learning in additive manufacturing: a review
In this review article, the latest applications of machine learning (ML) in the additive
manufacturing (AM) field are reviewed. These applications, such as parameter optimization …
manufacturing (AM) field are reviewed. These applications, such as parameter optimization …