Analysis of the sequentially coupled thermal–mechanical and cladding geometry of a Ni60A-25% WC laser cladding composite coating

S Wu, Z Liu, Y Gong, X Liang, Y Wu, X Zhao - Optics & Laser Technology, 2023 - Elsevier
In this research, a three-dimensional (3D) transient finite element model based on a
sequentially coupled thermal–mechanical analysis (SCTMA) is proposed to simulate the …

Prediction of melt pool geometry by fusing experimental and simulation data

N Menon, A Basak - International Journal of Mechanical Sciences, 2024 - Elsevier
Accurate prediction of the melt pool geometry in laser-directed energy deposition (L-DED) is
crucial for ensuring product quality. Although machine learning methods have offered aid in …

Toward a physical basis for a predictive finite element thermal model of the LENS™ process leveraging dual-wavelength pyrometer datasets

MJ Dantin, WM Furr, MW Priddy - Integrating Materials and Manufacturing …, 2022 - Springer
Predicting the thermal history of a component produced via metal-based additive
manufacturing is an important step of the part qualification process because the thermal …

Develo** the AM G-code based thermomechanical finite element platform for the analysis of thermal deformation and stress in metal additive manufacturing process

M Mashhood, B Peters, A Zilian, D Baroli… - Journal of Mechanical …, 2023 - Springer
The 3D printing process known as SLM involves the melting of the metal powder, which
results in a melt-pool. When this melt-pool solidifies, the solidified metal undergoes cooling …

Fast prediction of thermal data stream for direct laser deposition processes using network-based tensor regression

M Khanzadeh, M Dantin, W Tian… - Journal of …, 2022 - asmedigitalcollection.asme.org
The objective of this research is to study an effective thermal data stream prediction method
for additive manufacturing (AM) processes using thermal image streams in a layer-wise …

Effects of heat source type and FE time discretization strategy on predicting temperature histories during laser direct energy deposition process of Fe-based alloys

K Ha, D Shim, IW Park, YH Moon, W Lee - The International Journal of …, 2023 - Springer
In this study, the temperature evolutions in the laser direct energy deposition process of Fe-
based metallic materials are numerically investigated using the finite element method. The …

Neuro-fuzzy estimation of the most influential factors of laser melt pool depth during direct deposition process

O Anicic, N Denic, Z Nesić, M Todosijević… - Advances in Engineering …, 2022 - Elsevier
In this article the main aim was to identify the most influential attributes for optimal conditions
for directed energy deposition through the melt pool optimization and monitoring. The main …

Neuro fuzzy determination of optimal parameters of laser directed energy deposition for formation of cladding structures

O Anicic, S Troha, M Milovancevic, N Denic… - Advances in Engineering …, 2022 - Elsevier
Abstract Laser Directed Energy Deposition (DED) process represent an advanced
manufacturing process of the cladding structures. However, the process is very complex due …

[책][B] Thermomechanical modeling predictions of the directed energy deposition process using a dislocation mechanics based internal state variable model

MJ Dantin - 2021 - search.proquest.com
The overall goal of this work is to predict the mechanical response of an as-built Ti-6Al4V
directed energy deposition component by a dislocation mechanics-based internal state …

Low-Cost Melt Pool Temperature Prediction Using Visible Light Camera and Machine Learning in Laser Hot-Wire Directed Energy Deposition

M Rahmani Dehaghani… - International …, 2024 - asmedigitalcollection.asme.org
Laser wire directed energy deposition (DED-LB/w) offers notable efficiency in metal additive
manufacturing (AM), allowing rapid component fabrication with high material utilization …