A review of machine learning in additive manufacturing: Design and process
Additive manufacturing (AM), owing to its unique manufacturing approach, can drive
manufacturing towards higher levels of sophistication, flexibility, and intelligence within the …
manufacturing towards higher levels of sophistication, flexibility, and intelligence within the …
An overview of traditional and advanced methods to detect part defects in additive manufacturing processes
Abstract Additive manufacturing (AM) or 3-dimensional (3D) printing processes have been
adopted in several industrial sectors including aerospace, automotive, medical, architecture …
adopted in several industrial sectors including aerospace, automotive, medical, architecture …
A deep learning approach to classify and detect defects in the components manufactured by laser directed energy deposition process
This paper presents a deep learning approach to identify and classify various defects in the
laser-directed energy manufactured components. It mainly focuses on the Convolutional …
laser-directed energy manufactured components. It mainly focuses on the Convolutional …
Eddy Currents Probe Design for NDT Applications: A Review
MA Machado - Sensors (Basel, Switzerland), 2024 - pmc.ncbi.nlm.nih.gov
Eddy current testing (ECT) is a crucial non-destructive testing (NDT) technique extensively
used across various industries to detect surface and sub-surface defects in conductive …
used across various industries to detect surface and sub-surface defects in conductive …
[HTML][HTML] Hydrogen Embrittlement Detection Technology Using Nondestructive Testing for Realizing a Hydrogen Society
Y Abiru, H Nishiguchi, M Maekawa, T Nagata, T Itaya… - Materials, 2024 - mdpi.com
Crack detection in high-pressure hydrogen gas components, such as pipes, is crucial for
ensuring the safety and reliability of hydrogen infrastructure. This study conducts the …
ensuring the safety and reliability of hydrogen infrastructure. This study conducts the …
[HTML][HTML] Eddy current testing and monitoring in metal additive manufacturing: A review
In-situ process monitoring and sensing play an indispensable role in ensuring the quality
and repeatability of additively manufactured components, as well as providing a means for …
and repeatability of additively manufactured components, as well as providing a means for …
Visualization and Depth Estimation of Inner Crack in High‐Pressure Equipment Based on Organic Mechanochromic Luminescent Materials
Invisible hydrogen‐induced cracking or stress corrosion cracking easily appears in high‐
pressure equipment in service. Mechanoresponsive luminogens (MRLs) can convert …
pressure equipment in service. Mechanoresponsive luminogens (MRLs) can convert …
Eddy Current Sensors Optimization for Defect Detection in Parts Fabricated by Laser Powder Bed Fusion
R Saddoud, N Sergeeva-Chollet, M Darmon - Sensors, 2023 - mdpi.com
The production of parts by additive manufacturing is an important issue for the reduction in
manufacturing costs and the creation of complex geometries. Optical inspection is often …
manufacturing costs and the creation of complex geometries. Optical inspection is often …
Detecting Near-Surface Sub-Millimeter Voids in Additively Manufactured Ti-5V-5Al-5Mo-3Cr Alloy Using a Transmit-Receive Eddy Current Probe
BS Halliday, A Eastmure, PR Underhill, TW Krause - Sensors, 2024 - mdpi.com
Additive Manufacturing (AM) Direct Laser Fabrication (DLF) of Ti-5Al-5V-5Mo-3Cr (Ti5553)
is being developed as a method for producing aircraft components. The additive …
is being developed as a method for producing aircraft components. The additive …
Nondestructive Evaluation of Nylon/carbon-Fiber Additively Manufactured Components Using Rotational Eddy Current Testing
M Newton, JC Wilkins, TJ Fleck… - Research in …, 2024 - Taylor & Francis
This work applies high-frequency rotational Eddy Current Testing (ECT) to characterize
various material and manufacturing properties of fiber-filled fused filament fabrication (FFF) …
various material and manufacturing properties of fiber-filled fused filament fabrication (FFF) …