Numerical Modelling of Directed Energy Deposition and Experimental Validation Based on Digital Image Correlation

This contribution presents a combined approach for in-situ experimental characterisation and numerical modelling of thermo-mechanical behaviour in directed energy deposition (DED). Full-field temperature and substrate deformation are measured simultaneously using infrared (IR) thermography and stereo digital image correlation (DIC) during laser-beam powder deposition on a thin substrate. The experimental data are used to calibrate thermal boundary conditions and to validate a macroscopic finite-element model. The validated framework is then applied to compare different deposition strategies, demonstrating the capability of the coupled measurements and simulations to capture transient thermal fields, deformation evolution and toolpath-dependent effects relevant for process optimisation.

Authors

Institutions

Publication Details

Journal
Key engineering materials
Published
2026-04-13
DOI
https://doi.org/10.4028/p-m2tkvy
Primary Topic
Additive Manufacturing Materials and Processes
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Numerical Modelling of Directed Energy Deposition and Experimental Validation Based on Digital Image Correlation

Nikolaj Mole, Miroslav Halilovič, Bojan Starman, Dejan Kovšca et al.
Key engineering materials
Additive Manufacturing Materials and Processes
article

Numerical Modelling of Directed Energy Deposition and Experimental Validation Based on Digital Image Correlation

Nikolaj Mole, Miroslav Halilovič, Bojan Starman, Dejan Kovšca, Edvard Govekar
article en

Abstract

This contribution presents a combined approach for in-situ experimental characterisation and numerical modelling of thermo-mechanical behaviour in directed energy deposition (DED). Full-field temperature and substrate deformation are measured simultaneously using infrared (IR) thermography and stereo digital image correlation (DIC) during laser-beam powder deposition on a thin substrate. The experimental data are used to calibrate thermal boundary conditions and to validate a macroscopic finite-element model. The validated framework is then applied to compare different deposition strategies, demonstrating the capability of the coupled measurements and simulations to capture transient thermal fields, deformation evolution and toolpath-dependent effects relevant for process optimisation.

Key engineering materialsVol. 1047
University of Ljubljana (SI)
Javna Agencija za Raziskovalno Dejavnost RS
Affordable and clean energy
Openalex Percentile: Top 22%
Additive Manufacturing Materials and Processes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.