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March 3, 2026
Applications of machine learning in monitoring and controlling the wire arc additive manufacturing: a review
PS
Pratishtha Sharma
SA
S. Aravindan
KM
Kusum Meena
Key Points
Machine learning methods significantly improve monitoring capabilities in wire arc additive manufacturing processes.
Key evidence highlights accelerated optimization of manufacturing processes by integrating advanced algorithms.
This review discusses various data analysis approaches and their impact on controlling manufacturing quality and performance.
Findings suggest that continued research into machine learning applications may lead to revolutionary changes in manufacturing efficiency.
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Applications of machine learning in monitoring and controlling the wire arc additive manufacturing: a review | Synapse
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Sharma et al. (Thu,) studied this question.
synapsesocial.com/papers/69a76825badf0bb9e87e3bb3
https://doi.org/https://doi.org/10.1007/s40964-025-01519-1