Digital transformation of thermal and cold spray processes with emphasis on machine learning

K Malamousi, K Delibasis, B Allcock… - Surface and Coatings …, 2022 - Elsevier
Thermal spray technologies continuously evolve to meet new challenges arising from
current and future market needs and requirements. This evolution has been well …

Neural network modelling of track profile in cold spray additive manufacturing

D Ikeuchi, A Vargas-Uscategui, X Wu, PC King - Materials, 2019 - mdpi.com
Cold spray additive manufacturing is an emerging technology that offers the ability to deposit
oxygen-sensitive materials and to manufacture large components in the solid state. For …

A spherical surface coating thickness model for a robotized thermal spray system

Y Zhang, W Li, C Zhang, H Liao, Y Zhang… - Robotics and Computer …, 2019 - Elsevier
Coating thickness prediction is critical for robotic thermal spray system's tool-path planning.
Current prediction models could not give accurate estimation for a type of important …

A general-purpose spray coating deposition software simulator

M Tzinava, K Delibasis, B Allcock, S Kamnis - Surface and Coatings …, 2020 - Elsevier
In this work the coating thickness from a high kinetic energy spray process is predicted as a
function of the gun and object kinematics. The developed simulation package is capable of …

General-purpose numerical deposition modeling methodology based on mesh geometry reconstruction strategy in cold spray additive manufacturing system

W Li, H Wu, M Sokore, RN Raoelison, H Liao… - Surface and Coatings …, 2023 - Elsevier
Cold spraying is an emerging additive manufacturing (AM) process that is receiving more
and more attention, with very broad applications. At present, the focus of cold spray additive …

In Situ Spray Bead Acquisition and Analysis for Coating Thickness Predictions

U Hudomalj, I Aschwanden, L Weiss… - International …, 2024 - dl.asminternational.org
Coating thickness is considered to be one of the most important characteristics of thermal
spray coatings. Therefore, it has long been the goal to be able to predict the coating …

Mechanism of heterogeneous flow—solid substrate interaction on the formation of coatings of different thicknesses using different types of spray accelerators

S Borisov, J Gloukhovskaya… - MATEC Web of …, 2022 - matec-conferences.org
Physical processes of the inleakage of a supersonic heterogeneous flow of air-powder
mixture to a solid substrate, tested on the experimental setup designed for applying …

Towards a General Cold Spray Additive Manufacturing Framework for Fabricating Complex Structural Components

W Li, H Wu, Z Shi, H Liao, S Costil… - International Thermal …, 2023 - dl.asminternational.org
As an emerging additive manufacturing method, cold spray additive manufacturing (CSAM)
has attracted more and more researchers' attention due to its unique advantages. However …

Effects of Gun Scanning Pattern on the Structure, Mechanical Properties and Corrosion Resistance of Plasma-Sprayed YSZ Coatings

T Ohnuki, S Kuroda, H Araki, X Chen… - Journal of Thermal …, 2020 - Springer
Due to the non-symmetric distribution of sprayed particle plume in conventional plasma
spraying caused by the radial injection of feedstock powder into a plasma jet, significant …

[PDF][PDF] Data-efficient Machine Learning for Geometry Modelling in Cold Spray Additive Manufacturing

D Ikeuchi - 2020 - researchgate.net
Additive manufacturing (AM) is widely recognised as a paradigm shift in the nature of future
manufacturing as it has demonstrated the potential to offer the variety of benefits that are …