State-of-art review on the process-structure-properties-performance linkage in wire arc additive manufacturing

H Zhang, R Li, J Liu, K Wang, Q Weijian… - Virtual and Physical …, 2024 - Taylor & Francis
ABSTRACT Wire Arc Additive Manufacturing (WAAM) can well offer improved design
flexibility and manufacturing versatility for the integrated molding of large components …

Mobile robotics and 3D printing: addressing challenges in path planning and scalability

M Rastegarpanah, ME Asif, J Butt, H Voos… - Virtual and Physical …, 2024 - Taylor & Francis
ABSTRACT Mobile Additive Manufacturing (MAM) systems are transforming large-scale
fabrication across various industries, particularly in building and construction. This review …

Deep learning-based framework for the observation of real-time melt pool and detection of anomaly in wire-arc additive manufacturing

M Chandra, S Rajak, V KEK - Materials and Manufacturing …, 2024 - Taylor & Francis
Object detection has become a popular tool of deep learning in the era of digital
manufacturing. In this study, the most powerful and efficient object detection algorithm, ie …

Application of artificial intelligence in additive manufacturing

S Gu, M Choi, H Park, S Jeong, J Doh, S Park - JMST Advances, 2023 - Springer
Over the past decade, additive manufacturing (AM) technology has made significant strides
and found diverse applications across sectors like healthcare, aerospace, and construction …

[HTML][HTML] Prediction of Metal Additively Manufactured Bead Geometry Using Deep Neural Network

MS So, MM Mahdi, DB Kim… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
Additive Manufacturing (AM) is a pivotal technology for transforming complex geometries
with minimal tooling requirements. Among the several AM techniques, Wire Arc Additive …

Improving the Interpretability of Data-Driven Models for Additive Manufacturing Processes Using Clusterwise Regression.

G Mattera, G Piscopo, M Longobardi… - Mathematics (2227 …, 2024 - search.ebscohost.com
Abstract Wire Arc Additive Manufacturing (WAAM) represents a disruptive technology in the
field of metal additive manufacturing. Understanding the relationship between input factors …

Optimal structural and functional assemblies in additive manufacturing using the African buffalo-inspired part segregation algorithm

N Thangarasu, V Singh, D Vekariya, A Gill… - Engineering …, 2024 - Taylor & Francis
In multilevel or additive production, reduction of the total manufacturing duration is crucial.
This may be achieved by harmonizing assembly and production time and by simultaneous …

Integration of Artificial Intelligence and Blockchain in Robotic Wire Arc Additive Manufacturing: A Comprehensive Review and Patent Landscape Analysis

A Balasubramanian - 2024 - papers.ssrn.com
Wire arc additive manufacturing (WAAM) is a cutting-edge technique recognized for its
precision and efficiency in producing complex metal parts, making it particularly suited for …

Mechanical Properties of Wire Arc Additive Manufactured 5356 Aluminum Alloy Wall Using Robotic-Controlled GMAW

M Chandra, S Rajak, KEK Vimal, Tanmay… - Metallography …, 2023 - Springer
Aluminum alloy, due to its lightweight, is widely used in automobile, shipbuilding and
aerospace applications. Wire arc Additive Manufacturing (WAAM) has gained significant …

Machine learning approach for predicting bead geometry of stainless steel in wire arc additive manufacturing

H Shah, K Fuse - The Eurasia Proceedings of Science Technology …, 2024 - epstem.net
Wire arc additive manufacturing (WAAM) employs an electric arc to melt wire feedstock,
making it a method within additive manufacturing (AM). It deposits material layer by layer to …