Abstract Laser Additive Manufacturing (LAM) presents unparalleled opportunities for
fabricating complex, high-performance structures and components with unique material …

The additive manufacturing (AM) technique has received considerable industrial attention,
as it is capable of producing complex functional parts in the aerospace and defense …

Due to the complexity and diversity of disturbances in the monitoring signals, it is still a
challenge to accurately real-time monitor penetration statues in laser welding …

Additive manufacturing (AM) is an important production trend. Meanwhile, the lack of an
online defect detection technology is a key problem that limits the further development of …

In laser keyhole welding process, the penetration state is an important index to evaluate the
quality of weld seam. In this paper, an innovative deep learning-based monitoring system …

To solve the problem of industrial application difficulties caused by insufficient depth
exploration and poor interpretability of the pure data drive neural network. A two-stage …

Real-time quality monitoring through molten pool images is a critical focus in researching
high-quality, intelligent automated welding. However, challenges such as the dynamic …

Abstract Laser Metal Deposition (LMD) is a Direct Energy Deposition (DED) technique,
which uses a laser source to melt the input material layer by layer, creating the desired …

In rapid hot-embossing of microarray products, sensors accuracy drifts, mechanical wears
and environmental changes produce the nonlinear relationship between micro-forming …

Additive manufacturing (AM), specifically laser-directed energy deposition (LDED), has
evolved rapidly as a pivotal technology in the realm of Industry 4.0, gaining significant …