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Autonomous materials discovery and manufacturing (AMDM): A review and perspectives
STS Bukkapatnam - IISE Transactions, 2023 - Taylor & Francis
This article presents an overview of the emerging themes in Autonomous Materials
Discovery and Manufacturing (AMDM). This interdisciplinary field is garnering a growing …
Discovery and Manufacturing (AMDM). This interdisciplinary field is garnering a growing …
Explainable AI-infused ultrasonic inspection for internal defect detection
While AI and imaging technologies are dramatically transforming the process and machine
condition monitoring, product inspection remains confined to probing the geometry and …
condition monitoring, product inspection remains confined to probing the geometry and …
Dimensional accuracy of electron beam powder bed fusion with Ti-6Al-4V
While much of additive manufacturing (AM) research is focused on microstructure, material
properties, and defects, there is much less research in regards to understanding how well …
properties, and defects, there is much less research in regards to understanding how well …
Hypothesis tests with functional data for surface quality change detection in surface finishing processes
This work is concerned with providing a principled decision process for stop** or tool-
changing in a surface finishing process. The decision process is supposed to work for …
changing in a surface finishing process. The decision process is supposed to work for …
Surface plastic flow in polishing of rough surfaces
We present experimental evidence for a new mechanism for how smooth surfaces emerge
during repetitive sliding contacts, as in polishing. Electron microscopy observations of Ti-6Al …
during repetitive sliding contacts, as in polishing. Electron microscopy observations of Ti-6Al …
A Gaussian process model-guided surface polishing process in additive manufacturing
Polishing of additively manufactured products is a multi-stage process, and a different
combination of polishing pad and process parameters is employed at each stage. Pad …
combination of polishing pad and process parameters is employed at each stage. Pad …
Smart defect identification for manufacturing applications
TG Nakkina, M Vinayaka, A Masad… - Surface Topography …, 2022 - iopscience.iop.org
Quality control procedures are fundamental to any manufacturing process to ensure that the
product conforms to a defined set of requirements. To meet the ever-growing demand for …
product conforms to a defined set of requirements. To meet the ever-growing demand for …
Localized magnetic fluid finishing of freeform surfaces using electropermanent magnets and magnetic concentration
We report a novel magnetic concentration setup for localized finishing of freeform surfaces
based on employing electropermanent magnet arrays configured using a recently …
based on employing electropermanent magnet arrays configured using a recently …
[HTML][HTML] Learning graph-Fourier spectra of textured surface images for defect localization
In the realm of industrial manufacturing, product inspection remains a significant bottleneck,
with only a small fraction of manufactured items undergoing inspection for surface defects …
with only a small fraction of manufactured items undergoing inspection for surface defects …
Statistical and dynamic model of surface morphology evolution during polishing in additive manufacturing
Many industrial components, especially those realized through 3D printing undergo surface
finishing processes, predominantly, in the form of mechanical polishing. The polishing …
finishing processes, predominantly, in the form of mechanical polishing. The polishing …