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[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 …
[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 model towards evaluating data gathering methods in manufacturing and mechanical engineering
Abstract Supervised Machine Learning (ML) models require extensive training data to
properly approximate the behavior of complex mechanical processes and systems. Real …
properly approximate the behavior of complex mechanical processes and systems. Real …
Machine learning process evaluating damage classification of composites
Composite materials have tremendous and ever-increasing applications in complex
engineering systems; thus, it is important to develop non-destructive and efficient condition …
engineering systems; thus, it is important to develop non-destructive and efficient condition …
Toward a smart wire arc additive manufacturing system: A review on current developments and a framework of digital twin
Abstract In recent years, Wire Arc Additive Manufacturing (WAAM) has attracted increasing
scientific attention. With the rise of Industry 4.0 and smart manufacturing, Digital Twin (DT) …
scientific attention. With the rise of Industry 4.0 and smart manufacturing, Digital Twin (DT) …
Research and application of artificial intelligence techniques for wire arc additive manufacturing: a state-of-the-art review
Recent development in the Wire arc additive manufacturing (WAAM) provides a promising
alternative for fabricating high value-added medium to large metal components for many …
alternative for fabricating high value-added medium to large metal components for many …
Applications of wire arc additive manufacturing (WAAM) for aerospace component manufacturing
H Pant, A Arora, GS Gopakumar, U Chadha… - … International Journal of …, 2023 - Springer
Wire arc additive manufacturing (WAAM) is an emerging technology for metal processing
that offers many advantages for aerospace-grade production. It provides significant design …
that offers many advantages for aerospace-grade production. It provides significant design …
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 …
Wire arc additive manufacturing: A review on digital twinning and visualization process
Due to the ability to print large metal components at low cost and high deposition rate, Wire
Arc Additive Manufacturing (WAAM) has attracted much attention in aerospace, maritime …
Arc Additive Manufacturing (WAAM) has attracted much attention in aerospace, maritime …
[HTML][HTML] Online distortion simulation using generative machine learning models: A step toward digital twin of metallic additive manufacturing
In the era of Industry 4.0 and smart manufacturing, Wire Arc Additive Manufacturing (WAAM)
stands at the forefront, driving a paradigm shift towards automated, digitalized production …
stands at the forefront, driving a paradigm shift towards automated, digitalized production …