SlideShare a Scribd company logo
1 of 12
Download to read offline
1
Additive Manufacturing process simulation
Fusion
Welding
Complex flow
(multi-phase,
non-
newtonian,
reacting)
Curing of
Composites
Additive
Manufac-
turing
Hydro-
dynamic
Laser
welding
Friction (Stir)
Welding Metallurgy
Machining
Quenching
Thermal
Processing
Induction –
Autoclave –
Recovery
Draping
Arnaud FRANCOIS
Senior Research Engineer
Contact: arnaud.francois@cenaero.be
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
PROD-F-015-02
2
Additive Manufacturing of metallic parts
with Laser Beam Melting
• Principle
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
Main Tank
Laser
Recoater
Lift
Part
Working plate
Wiper
Source: Sirris
Source: Advanced Powders
~ 35 µm
– Ti6Al4V powder
Source: SLM Solutions
PROD-F-015-02
3
Quality issues
• Mechanical properties are difficult to guarantee
– Porosity in dense materials
– Very sensitive to thermal conditions that evolve during the
manufacturing process
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
Source: ULG / MMS
PROD-F-015-02
4
Origin of defects
• LBM process window and porosity distribution [Gong et al. 2013] :
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
Full
dense
Lack of
fusion
Excess of
fusion
Over-
heating
Zone II
Spherical shape
Zone III
Irregular shape
PROD-F-015-02
5
AM process modelling
A multiphysics and multiscales problem
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
Process
Parameters
Laser/powder
interaction
Building
Strategy
Physical
States
Powder
Post
Physics
Thermal
Metallurgy
Environnement
Liquid Solid
Mechanical
PROD-F-015-02
6
Process Modeling
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
Additive
manufac-
turing
Meso
Model
Macro
Model
Micro
Model
Thermo-mechanical
model
• Hatching
• Numerical methods
• Modeling
methodology
Hydrodynamic
model
• Liquid/solid
tracking
• Laser/powder
interaction
Structural model
• Distorsions
• Local/Global
approach
PROD-F-015-02
7
QUALAM project
QUAlity in Additive Manufacturing
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
• Sirris LBM machine • 3 test cases
Obtain the thermal history during the whole LBM manufacturing
process everywhere in the part
PROD-F-015-02
8
Thermal model for Laser Beam Melting
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
Argon
Building plate
Heating plate
(at 100 °C)
Ti6Al4V
powder
Solidpart
Tank
• Numerical challenges:
– 50 µm layer thickness  4000 layers
– 6 km laser beam trajectory
– Laser beam size = 150 µm
• Sirris LBM machine • Thermal model
PROD-F-015-02
9
3D transient thermal simulation – 10 layers
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
 Transient thermal simulation using in-house FEA software
 Using real process parameters
 Allow a fine analysis of the influence of process parameters:
Laser power & speed, scanning strategy and parameters, material
properties, part geometry, …
PROD-F-015-02
10
Temperature evolution during LBM process
• Example: part with an evolving cross section
– ¼ model view showing T° after the deposit of a new powder layer
– Real manufacturing time ~ 33 hours
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
200 layers 2000 layers 4000 layers
PROD-F-015-02
11
Temperature evolution during LBM process
• Example of the “Y” part:
– Temperature evolution of the powder at the center of the Y part (top surface) just
before laser scanning start for each layer
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
Heating
plate T°
Recoater feeding
(every ~ 60 layers)
PROD-F-015-02
12
Closing remarks
 Development of a transient thermal model for LBM process (in-
house FE solver)
• Study the impact of process and laser hatching parameters
• Reduce the number of trial and errors (cost and time)
 Experimental measurements for :
• Material properties (ULG/MMS)
• Model validation and heat loss calibration from experimental
temperature measurements (Sirris & CRM)
 Perspectives - Work in progress:
• Extension to thermo-mechanical models
• Towards an integrated, multi-disciplinary process / product
conception
© 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017

More Related Content

What's hot

Metal Directed Energy Deposition AM Technolgies
Metal Directed Energy Deposition AM TechnolgiesMetal Directed Energy Deposition AM Technolgies
Metal Directed Energy Deposition AM TechnolgiesHathoda Tyagi
 
150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...
150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...
150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...SINTAS
 
Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...
Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...
Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...Francesco Giovanni Sisca
 
Performance of machining parameters on powder metals by using PCBN tool and c...
Performance of machining parameters on powder metals by using PCBN tool and c...Performance of machining parameters on powder metals by using PCBN tool and c...
Performance of machining parameters on powder metals by using PCBN tool and c...IRJET Journal
 
Wire Arc Additive Manufacturing
Wire Arc Additive ManufacturingWire Arc Additive Manufacturing
Wire Arc Additive ManufacturingBatuhan Özçalık
 
Wire Arc Additive Manufacturing
Wire Arc Additive ManufacturingWire Arc Additive Manufacturing
Wire Arc Additive ManufacturingBatuhan Özçalık
 
Advanced 3D Printing Materials
Advanced 3D Printing MaterialsAdvanced 3D Printing Materials
Advanced 3D Printing MaterialsMark Burhop
 
Sirris_am in aviation and aerospace_state of the art
Sirris_am in aviation and aerospace_state of the artSirris_am in aviation and aerospace_state of the art
Sirris_am in aviation and aerospace_state of the artSirris
 
Reliability Based Design Optimization of Primary Shield Structure Under Seism...
Reliability Based Design Optimization of Primary Shield Structure Under Seism...Reliability Based Design Optimization of Primary Shield Structure Under Seism...
Reliability Based Design Optimization of Primary Shield Structure Under Seism...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
Workshop 1: You First: Manufacturing, IP and the 3D Printing Disruption
Workshop 1: You First: Manufacturing, IP and the 3D Printing DisruptionWorkshop 1: You First: Manufacturing, IP and the 3D Printing Disruption
Workshop 1: You First: Manufacturing, IP and the 3D Printing DisruptionRising Media, Inc.
 
B031102010017
B031102010017B031102010017
B031102010017theijes
 
CMT based WAAM on SS 316L
CMT based WAAM on SS 316LCMT based WAAM on SS 316L
CMT based WAAM on SS 316LNitesh Sharma
 
Realistic Simulation solutions for Design, Optimization, and fabrication of P...
Realistic Simulation solutions for Design, Optimization, and fabrication of P...Realistic Simulation solutions for Design, Optimization, and fabrication of P...
Realistic Simulation solutions for Design, Optimization, and fabrication of P...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...
IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...
IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...IRJET Journal
 
Taguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNC
Taguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNCTaguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNC
Taguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNCIRJET Journal
 

What's hot (19)

Metal Directed Energy Deposition AM Technolgies
Metal Directed Energy Deposition AM TechnolgiesMetal Directed Energy Deposition AM Technolgies
Metal Directed Energy Deposition AM Technolgies
 
150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...
150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...
150616 Metal Additive Manufacturing on existing products (Paula Guedes Martin...
 
Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...
Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...
Additive manufacturing at bimu (01 10-2014) eng v.7 - an opportunity for meta...
 
Performance of machining parameters on powder metals by using PCBN tool and c...
Performance of machining parameters on powder metals by using PCBN tool and c...Performance of machining parameters on powder metals by using PCBN tool and c...
Performance of machining parameters on powder metals by using PCBN tool and c...
 
Wire Arc Additive Manufacturing
Wire Arc Additive ManufacturingWire Arc Additive Manufacturing
Wire Arc Additive Manufacturing
 
Wire Arc Additive Manufacturing
Wire Arc Additive ManufacturingWire Arc Additive Manufacturing
Wire Arc Additive Manufacturing
 
Advanced 3D Printing Materials
Advanced 3D Printing MaterialsAdvanced 3D Printing Materials
Advanced 3D Printing Materials
 
Sirris_am in aviation and aerospace_state of the art
Sirris_am in aviation and aerospace_state of the artSirris_am in aviation and aerospace_state of the art
Sirris_am in aviation and aerospace_state of the art
 
Reliability Based Design Optimization of Primary Shield Structure Under Seism...
Reliability Based Design Optimization of Primary Shield Structure Under Seism...Reliability Based Design Optimization of Primary Shield Structure Under Seism...
Reliability Based Design Optimization of Primary Shield Structure Under Seism...
 
AMIF2014 – [Aerospazio] Silvio Pappadà, Componenti per elicottero, in materia...
AMIF2014 – [Aerospazio] Silvio Pappadà, Componenti per elicottero, in materia...AMIF2014 – [Aerospazio] Silvio Pappadà, Componenti per elicottero, in materia...
AMIF2014 – [Aerospazio] Silvio Pappadà, Componenti per elicottero, in materia...
 
Vias services and capabilities
Vias services and capabilitiesVias services and capabilities
Vias services and capabilities
 
Workshop 1: You First: Manufacturing, IP and the 3D Printing Disruption
Workshop 1: You First: Manufacturing, IP and the 3D Printing DisruptionWorkshop 1: You First: Manufacturing, IP and the 3D Printing Disruption
Workshop 1: You First: Manufacturing, IP and the 3D Printing Disruption
 
B031102010017
B031102010017B031102010017
B031102010017
 
Optimisation in Aerospace
Optimisation in AerospaceOptimisation in Aerospace
Optimisation in Aerospace
 
CMT based WAAM on SS 316L
CMT based WAAM on SS 316LCMT based WAAM on SS 316L
CMT based WAAM on SS 316L
 
Realistic Simulation solutions for Design, Optimization, and fabrication of P...
Realistic Simulation solutions for Design, Optimization, and fabrication of P...Realistic Simulation solutions for Design, Optimization, and fabrication of P...
Realistic Simulation solutions for Design, Optimization, and fabrication of P...
 
IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...
IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...
IRJET - Mathematical Analysis of Angular Distortion on GTA Welded Hot Rolled ...
 
GNK Aerospace 2014
GNK Aerospace 2014GNK Aerospace 2014
GNK Aerospace 2014
 
Taguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNC
Taguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNCTaguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNC
Taguchi Based Optimization of Cutting Parameters Aluminium Alloy 6351 using CNC
 

Similar to Additive Manufacturing process simulation

Simulation of chained processes: Laser Cladding, Heat Treatment and Machining
Simulation of chained processes: Laser Cladding, Heat Treatment and MachiningSimulation of chained processes: Laser Cladding, Heat Treatment and Machining
Simulation of chained processes: Laser Cladding, Heat Treatment and MachiningGeonx
 
Slam Freezing For Electron Microscopy
Slam Freezing For Electron MicroscopySlam Freezing For Electron Microscopy
Slam Freezing For Electron Microscopyjamisonpezdek
 
2017 11-13 sampe synthesites-carbon rotec
2017 11-13 sampe synthesites-carbon rotec2017 11-13 sampe synthesites-carbon rotec
2017 11-13 sampe synthesites-carbon rotecNikos Pantelelis
 
Great Design in Steel - Gestamp 2016
Great Design in Steel - Gestamp 2016Great Design in Steel - Gestamp 2016
Great Design in Steel - Gestamp 2016Christophe Cazes
 
15.30 dhr Nollau
15.30 dhr Nollau15.30 dhr Nollau
15.30 dhr NollauThemadagen
 
15.30 dhr nollau
15.30 dhr nollau15.30 dhr nollau
15.30 dhr nollauThemadagen
 
Smit Ovens - Dryers & Photonic Systems V2
Smit Ovens - Dryers & Photonic Systems V2Smit Ovens - Dryers & Photonic Systems V2
Smit Ovens - Dryers & Photonic Systems V2Tim van Lammeren
 
CSIRO Additive Manufacturing - Aug 14
CSIRO Additive Manufacturing - Aug 14CSIRO Additive Manufacturing - Aug 14
CSIRO Additive Manufacturing - Aug 14SME_Engagement
 
Technological trends in hot forging practice
Technological trends in hot forging practiceTechnological trends in hot forging practice
Technological trends in hot forging practiceManohar M Hegde
 
Advancement in surface engineering processes by spraymet
Advancement  in surface engineering processes by spraymetAdvancement  in surface engineering processes by spraymet
Advancement in surface engineering processes by spraymetAnand, P T Bindagi
 
4 in 1 Assembly & Joining.pdf
4 in 1 Assembly & Joining.pdf4 in 1 Assembly & Joining.pdf
4 in 1 Assembly & Joining.pdfssusera85eeb1
 
Eta c series wave soldering machine
Eta c series wave soldering machineEta c series wave soldering machine
Eta c series wave soldering machineCarrie Zhang
 
ETA Acrab series wave soldering machine
ETA Acrab series wave soldering machineETA Acrab series wave soldering machine
ETA Acrab series wave soldering machineMark Tung
 
Studies on Machining Parameters of Hot Machining Process using Aisi4140 Material
Studies on Machining Parameters of Hot Machining Process using Aisi4140 MaterialStudies on Machining Parameters of Hot Machining Process using Aisi4140 Material
Studies on Machining Parameters of Hot Machining Process using Aisi4140 MaterialIRJET Journal
 
JSW Summer Internship Report 2017
JSW Summer Internship Report  2017JSW Summer Internship Report  2017
JSW Summer Internship Report 2017ASHISH JAISWAL
 
Reduced set for conference handout updated final kunal melbourne
Reduced set for conference handout updated final kunal melbourneReduced set for conference handout updated final kunal melbourne
Reduced set for conference handout updated final kunal melbourneMecklerMedia
 
C V ALAA AMMAR 2
C V   ALAA AMMAR 2 C V   ALAA AMMAR 2
C V ALAA AMMAR 2 Alaa Ammar
 
Performance of Thermal Sprayed Nickel-Chrome Coatings – A Review
Performance of Thermal Sprayed Nickel-Chrome Coatings – A ReviewPerformance of Thermal Sprayed Nickel-Chrome Coatings – A Review
Performance of Thermal Sprayed Nickel-Chrome Coatings – A ReviewIRJET Journal
 

Similar to Additive Manufacturing process simulation (20)

Simulation of chained processes: Laser Cladding, Heat Treatment and Machining
Simulation of chained processes: Laser Cladding, Heat Treatment and MachiningSimulation of chained processes: Laser Cladding, Heat Treatment and Machining
Simulation of chained processes: Laser Cladding, Heat Treatment and Machining
 
Slam Freezing For Electron Microscopy
Slam Freezing For Electron MicroscopySlam Freezing For Electron Microscopy
Slam Freezing For Electron Microscopy
 
2017 11-13 sampe synthesites-carbon rotec
2017 11-13 sampe synthesites-carbon rotec2017 11-13 sampe synthesites-carbon rotec
2017 11-13 sampe synthesites-carbon rotec
 
Great Design in Steel - Gestamp 2016
Great Design in Steel - Gestamp 2016Great Design in Steel - Gestamp 2016
Great Design in Steel - Gestamp 2016
 
15.30 dhr Nollau
15.30 dhr Nollau15.30 dhr Nollau
15.30 dhr Nollau
 
15.30 dhr nollau
15.30 dhr nollau15.30 dhr nollau
15.30 dhr nollau
 
Smit Ovens - Dryers & Photonic Systems V2
Smit Ovens - Dryers & Photonic Systems V2Smit Ovens - Dryers & Photonic Systems V2
Smit Ovens - Dryers & Photonic Systems V2
 
AMIF2014 – [Nautica] Riccardo Gennaro, Processi a basso costo per componenti ...
AMIF2014 – [Nautica] Riccardo Gennaro, Processi a basso costo per componenti ...AMIF2014 – [Nautica] Riccardo Gennaro, Processi a basso costo per componenti ...
AMIF2014 – [Nautica] Riccardo Gennaro, Processi a basso costo per componenti ...
 
CSIRO Additive Manufacturing - Aug 14
CSIRO Additive Manufacturing - Aug 14CSIRO Additive Manufacturing - Aug 14
CSIRO Additive Manufacturing - Aug 14
 
Technological trends in hot forging practice
Technological trends in hot forging practiceTechnological trends in hot forging practice
Technological trends in hot forging practice
 
Advancement in surface engineering processes by spraymet
Advancement  in surface engineering processes by spraymetAdvancement  in surface engineering processes by spraymet
Advancement in surface engineering processes by spraymet
 
4 in 1 Assembly & Joining.pdf
4 in 1 Assembly & Joining.pdf4 in 1 Assembly & Joining.pdf
4 in 1 Assembly & Joining.pdf
 
Eta c series wave soldering machine
Eta c series wave soldering machineEta c series wave soldering machine
Eta c series wave soldering machine
 
ETA Acrab series wave soldering machine
ETA Acrab series wave soldering machineETA Acrab series wave soldering machine
ETA Acrab series wave soldering machine
 
Studies on Machining Parameters of Hot Machining Process using Aisi4140 Material
Studies on Machining Parameters of Hot Machining Process using Aisi4140 MaterialStudies on Machining Parameters of Hot Machining Process using Aisi4140 Material
Studies on Machining Parameters of Hot Machining Process using Aisi4140 Material
 
UniCase Master®
UniCase Master®UniCase Master®
UniCase Master®
 
JSW Summer Internship Report 2017
JSW Summer Internship Report  2017JSW Summer Internship Report  2017
JSW Summer Internship Report 2017
 
Reduced set for conference handout updated final kunal melbourne
Reduced set for conference handout updated final kunal melbourneReduced set for conference handout updated final kunal melbourne
Reduced set for conference handout updated final kunal melbourne
 
C V ALAA AMMAR 2
C V   ALAA AMMAR 2 C V   ALAA AMMAR 2
C V ALAA AMMAR 2
 
Performance of Thermal Sprayed Nickel-Chrome Coatings – A Review
Performance of Thermal Sprayed Nickel-Chrome Coatings – A ReviewPerformance of Thermal Sprayed Nickel-Chrome Coatings – A Review
Performance of Thermal Sprayed Nickel-Chrome Coatings – A Review
 

More from Agence du Numérique (AdN)

Digital Wallonia - How to boost your startup in Wallonia
Digital Wallonia - How to boost your startup in WalloniaDigital Wallonia - How to boost your startup in Wallonia
Digital Wallonia - How to boost your startup in WalloniaAgence du Numérique (AdN)
 
#mforum Digital Wallonia Proximus- Nextmoov / Stoomlink
#mforum Digital Wallonia Proximus- Nextmoov / Stoomlink#mforum Digital Wallonia Proximus- Nextmoov / Stoomlink
#mforum Digital Wallonia Proximus- Nextmoov / StoomlinkAgence du Numérique (AdN)
 
#mforum Digital Wallonia Proximus- Back to Buzz
#mforum Digital Wallonia Proximus- Back to Buzz #mforum Digital Wallonia Proximus- Back to Buzz
#mforum Digital Wallonia Proximus- Back to Buzz Agence du Numérique (AdN)
 
Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...
Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...
Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...Agence du Numérique (AdN)
 
Digital Transformation Summit 2019: How to create a company culture that entr...
Digital Transformation Summit 2019: How to create a company culture that entr...Digital Transformation Summit 2019: How to create a company culture that entr...
Digital Transformation Summit 2019: How to create a company culture that entr...Agence du Numérique (AdN)
 
Sécurité globale & social engineering par Olivier Bogaert
Sécurité globale & social engineering par Olivier BogaertSécurité globale & social engineering par Olivier Bogaert
Sécurité globale & social engineering par Olivier BogaertAgence du Numérique (AdN)
 
Présentation grappe CyberSécurité Infopôle Cluster TIC
Présentation grappe CyberSécurité Infopôle Cluster TICPrésentation grappe CyberSécurité Infopôle Cluster TIC
Présentation grappe CyberSécurité Infopôle Cluster TICAgence du Numérique (AdN)
 
Dispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital Wallonia
Dispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital WalloniaDispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital Wallonia
Dispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital WalloniaAgence du Numérique (AdN)
 
Lancement de l’appel à projets Smart Region Territoire intelligent
Lancement de l’appel à projets Smart Region Territoire intelligentLancement de l’appel à projets Smart Region Territoire intelligent
Lancement de l’appel à projets Smart Region Territoire intelligentAgence du Numérique (AdN)
 
Baromètre 2018 de maturité numérique des entreprises wallonnes
Baromètre 2018 de maturité numérique des entreprises wallonnesBaromètre 2018 de maturité numérique des entreprises wallonnes
Baromètre 2018 de maturité numérique des entreprises wallonnesAgence du Numérique (AdN)
 
App-Economie Eldorado Désenchatement Discipline
App-Economie Eldorado Désenchatement DisciplineApp-Economie Eldorado Désenchatement Discipline
App-Economie Eldorado Désenchatement DisciplineAgence du Numérique (AdN)
 
Wallonie en poche - L’application du citoyen wallon
Wallonie en poche - L’application du citoyen wallonWallonie en poche - L’application du citoyen wallon
Wallonie en poche - L’application du citoyen wallonAgence du Numérique (AdN)
 
Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...
Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...
Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...Agence du Numérique (AdN)
 
itsme® et si votre identité numérique passait au mobile ?
itsme® et si votre identité numérique passait au mobile ?itsme® et si votre identité numérique passait au mobile ?
itsme® et si votre identité numérique passait au mobile ?Agence du Numérique (AdN)
 

More from Agence du Numérique (AdN) (20)

Ecole Numérique 2020
Ecole Numérique 2020Ecole Numérique 2020
Ecole Numérique 2020
 
Digital Wallonia - How to boost your startup in Wallonia
Digital Wallonia - How to boost your startup in WalloniaDigital Wallonia - How to boost your startup in Wallonia
Digital Wallonia - How to boost your startup in Wallonia
 
#mforum Digital Wallonia Proximus- Nextmoov / Stoomlink
#mforum Digital Wallonia Proximus- Nextmoov / Stoomlink#mforum Digital Wallonia Proximus- Nextmoov / Stoomlink
#mforum Digital Wallonia Proximus- Nextmoov / Stoomlink
 
#mforum Digital Wallonia Proximus- Back to Buzz
#mforum Digital Wallonia Proximus- Back to Buzz #mforum Digital Wallonia Proximus- Back to Buzz
#mforum Digital Wallonia Proximus- Back to Buzz
 
Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...
Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...
Christophe Benavent, professeur de stratégie et maketing: "Les plateformes nu...
 
Digital Transformation Summit 2019: How to create a company culture that entr...
Digital Transformation Summit 2019: How to create a company culture that entr...Digital Transformation Summit 2019: How to create a company culture that entr...
Digital Transformation Summit 2019: How to create a company culture that entr...
 
I love coworking 2019: les pitches
I love coworking 2019: les pitchesI love coworking 2019: les pitches
I love coworking 2019: les pitches
 
Sécurité globale & social engineering par Olivier Bogaert
Sécurité globale & social engineering par Olivier BogaertSécurité globale & social engineering par Olivier Bogaert
Sécurité globale & social engineering par Olivier Bogaert
 
Présentation grappe CyberSécurité Infopôle Cluster TIC
Présentation grappe CyberSécurité Infopôle Cluster TICPrésentation grappe CyberSécurité Infopôle Cluster TIC
Présentation grappe CyberSécurité Infopôle Cluster TIC
 
KIS-Keep It Secure & chèque Cybersécurité
KIS-Keep It Secure & chèque CybersécuritéKIS-Keep It Secure & chèque Cybersécurité
KIS-Keep It Secure & chèque Cybersécurité
 
Dispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital Wallonia
Dispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital WalloniaDispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital Wallonia
Dispositif KiS Keep It Secure - AdN CETIC & Multitel - Digital Wallonia
 
Lancement de l’appel à projets Smart Region Territoire intelligent
Lancement de l’appel à projets Smart Region Territoire intelligentLancement de l’appel à projets Smart Region Territoire intelligent
Lancement de l’appel à projets Smart Region Territoire intelligent
 
Pitches des coworkers - #ilovecoworking 2018
Pitches des coworkers - #ilovecoworking 2018 Pitches des coworkers - #ilovecoworking 2018
Pitches des coworkers - #ilovecoworking 2018
 
Baromètre 2018 de maturité numérique des entreprises wallonnes
Baromètre 2018 de maturité numérique des entreprises wallonnesBaromètre 2018 de maturité numérique des entreprises wallonnes
Baromètre 2018 de maturité numérique des entreprises wallonnes
 
Pitch startup SCALE #SCWallonia18
Pitch startup SCALE #SCWallonia18 Pitch startup SCALE #SCWallonia18
Pitch startup SCALE #SCWallonia18
 
App-Economie Eldorado Désenchatement Discipline
App-Economie Eldorado Désenchatement DisciplineApp-Economie Eldorado Désenchatement Discipline
App-Economie Eldorado Désenchatement Discipline
 
Wallonie en poche - L’application du citoyen wallon
Wallonie en poche - L’application du citoyen wallonWallonie en poche - L’application du citoyen wallon
Wallonie en poche - L’application du citoyen wallon
 
Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...
Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...
Comment soutenir l'économie locale grâce à la digitalisation? 2 cas concrets ...
 
itsme® et si votre identité numérique passait au mobile ?
itsme® et si votre identité numérique passait au mobile ?itsme® et si votre identité numérique passait au mobile ?
itsme® et si votre identité numérique passait au mobile ?
 
Proximus EnCo
Proximus EnCoProximus EnCo
Proximus EnCo
 

Recently uploaded

“Exploring the world: One page turn at a time.” World Book and Copyright Day ...
“Exploring the world: One page turn at a time.” World Book and Copyright Day ...“Exploring the world: One page turn at a time.” World Book and Copyright Day ...
“Exploring the world: One page turn at a time.” World Book and Copyright Day ...Christina Parmionova
 
Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012
Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012
Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012rehmti665
 
(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
Start Donating your Old Clothes to Poor People kurnool
Start Donating your Old Clothes to Poor People kurnoolStart Donating your Old Clothes to Poor People kurnool
Start Donating your Old Clothes to Poor People kurnoolSERUDS INDIA
 
VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...
VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...
VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...Suhani Kapoor
 
##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas Whats Up Number
##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas  Whats Up Number##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas  Whats Up Number
##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas Whats Up NumberMs Riya
 
No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...
No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...
No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...narwatsonia7
 
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual UrgesCall Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urgesnarwatsonia7
 
history of 1935 philippine constitution.pptx
history of 1935 philippine constitution.pptxhistory of 1935 philippine constitution.pptx
history of 1935 philippine constitution.pptxhellokittymaearciaga
 
VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...
VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...
VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...Garima Khatri
 
Earth Day 2024 - AMC "COMMON GROUND'' movie night.
Earth Day 2024 - AMC "COMMON GROUND'' movie night.Earth Day 2024 - AMC "COMMON GROUND'' movie night.
Earth Day 2024 - AMC "COMMON GROUND'' movie night.Christina Parmionova
 
(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Service
(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Service(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Service
(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...
VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...
VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...Suhani Kapoor
 
2024: The FAR, Federal Acquisition Regulations - Part 27
2024: The FAR, Federal Acquisition Regulations - Part 272024: The FAR, Federal Acquisition Regulations - Part 27
2024: The FAR, Federal Acquisition Regulations - Part 27JSchaus & Associates
 
How the Congressional Budget Office Assists Lawmakers
How the Congressional Budget Office Assists LawmakersHow the Congressional Budget Office Assists Lawmakers
How the Congressional Budget Office Assists LawmakersCongressional Budget Office
 
Cunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile Service
Cunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile ServiceCunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile Service
Cunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile ServiceHigh Profile Call Girls
 
Precarious profits? Why firms use insecure contracts, and what would change t...
Precarious profits? Why firms use insecure contracts, and what would change t...Precarious profits? Why firms use insecure contracts, and what would change t...
Precarious profits? Why firms use insecure contracts, and what would change t...ResolutionFoundation
 

Recently uploaded (20)

“Exploring the world: One page turn at a time.” World Book and Copyright Day ...
“Exploring the world: One page turn at a time.” World Book and Copyright Day ...“Exploring the world: One page turn at a time.” World Book and Copyright Day ...
“Exploring the world: One page turn at a time.” World Book and Copyright Day ...
 
Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012
Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012
Call Girls Connaught Place Delhi reach out to us at ☎ 9711199012
 
(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(NEHA) Bhosari Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
Start Donating your Old Clothes to Poor People kurnool
Start Donating your Old Clothes to Poor People kurnoolStart Donating your Old Clothes to Poor People kurnool
Start Donating your Old Clothes to Poor People kurnool
 
VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...
VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...
VIP High Profile Call Girls Gorakhpur Aarushi 8250192130 Independent Escort S...
 
##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas Whats Up Number
##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas  Whats Up Number##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas  Whats Up Number
##9711199012 Call Girls Delhi Rs-5000 UpTo 10 K Hauz Khas Whats Up Number
 
No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...
No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...
No.1 Call Girls in Basavanagudi ! 7001305949 ₹2999 Only and Free Hotel Delive...
 
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual UrgesCall Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
 
history of 1935 philippine constitution.pptx
history of 1935 philippine constitution.pptxhistory of 1935 philippine constitution.pptx
history of 1935 philippine constitution.pptx
 
VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...
VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...
VIP Mumbai Call Girls Andheri West Just Call 9920874524 with A/C Room Cash on...
 
Earth Day 2024 - AMC "COMMON GROUND'' movie night.
Earth Day 2024 - AMC "COMMON GROUND'' movie night.Earth Day 2024 - AMC "COMMON GROUND'' movie night.
Earth Day 2024 - AMC "COMMON GROUND'' movie night.
 
(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Service
(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Service(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Service
(SUHANI) Call Girls Pimple Saudagar ( 7001035870 ) HI-Fi Pune Escorts Service
 
VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...
VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...
VIP High Class Call Girls Amravati Anushka 8250192130 Independent Escort Serv...
 
2024: The FAR, Federal Acquisition Regulations - Part 27
2024: The FAR, Federal Acquisition Regulations - Part 272024: The FAR, Federal Acquisition Regulations - Part 27
2024: The FAR, Federal Acquisition Regulations - Part 27
 
Call Girls In Rohini ꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In  Rohini ꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCeCall Girls In  Rohini ꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Rohini ꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
 
Model Town (Delhi) 9953330565 Escorts, Call Girls Services
Model Town (Delhi)  9953330565 Escorts, Call Girls ServicesModel Town (Delhi)  9953330565 Escorts, Call Girls Services
Model Town (Delhi) 9953330565 Escorts, Call Girls Services
 
How the Congressional Budget Office Assists Lawmakers
How the Congressional Budget Office Assists LawmakersHow the Congressional Budget Office Assists Lawmakers
How the Congressional Budget Office Assists Lawmakers
 
Hot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort Service
Hot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort ServiceHot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort Service
Hot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort Service
 
Cunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile Service
Cunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile ServiceCunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile Service
Cunningham Road Call Girls Bangalore WhatsApp 8250192130 High Profile Service
 
Precarious profits? Why firms use insecure contracts, and what would change t...
Precarious profits? Why firms use insecure contracts, and what would change t...Precarious profits? Why firms use insecure contracts, and what would change t...
Precarious profits? Why firms use insecure contracts, and what would change t...
 

Additive Manufacturing process simulation

  • 1. 1 Additive Manufacturing process simulation Fusion Welding Complex flow (multi-phase, non- newtonian, reacting) Curing of Composites Additive Manufac- turing Hydro- dynamic Laser welding Friction (Stir) Welding Metallurgy Machining Quenching Thermal Processing Induction – Autoclave – Recovery Draping Arnaud FRANCOIS Senior Research Engineer Contact: arnaud.francois@cenaero.be © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017
  • 2. PROD-F-015-02 2 Additive Manufacturing of metallic parts with Laser Beam Melting • Principle © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 Main Tank Laser Recoater Lift Part Working plate Wiper Source: Sirris Source: Advanced Powders ~ 35 µm – Ti6Al4V powder Source: SLM Solutions
  • 3. PROD-F-015-02 3 Quality issues • Mechanical properties are difficult to guarantee – Porosity in dense materials – Very sensitive to thermal conditions that evolve during the manufacturing process © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 Source: ULG / MMS
  • 4. PROD-F-015-02 4 Origin of defects • LBM process window and porosity distribution [Gong et al. 2013] : © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 Full dense Lack of fusion Excess of fusion Over- heating Zone II Spherical shape Zone III Irregular shape
  • 5. PROD-F-015-02 5 AM process modelling A multiphysics and multiscales problem © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 Process Parameters Laser/powder interaction Building Strategy Physical States Powder Post Physics Thermal Metallurgy Environnement Liquid Solid Mechanical
  • 6. PROD-F-015-02 6 Process Modeling © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 Additive manufac- turing Meso Model Macro Model Micro Model Thermo-mechanical model • Hatching • Numerical methods • Modeling methodology Hydrodynamic model • Liquid/solid tracking • Laser/powder interaction Structural model • Distorsions • Local/Global approach
  • 7. PROD-F-015-02 7 QUALAM project QUAlity in Additive Manufacturing © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 • Sirris LBM machine • 3 test cases Obtain the thermal history during the whole LBM manufacturing process everywhere in the part
  • 8. PROD-F-015-02 8 Thermal model for Laser Beam Melting © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 Argon Building plate Heating plate (at 100 °C) Ti6Al4V powder Solidpart Tank • Numerical challenges: – 50 µm layer thickness  4000 layers – 6 km laser beam trajectory – Laser beam size = 150 µm • Sirris LBM machine • Thermal model
  • 9. PROD-F-015-02 9 3D transient thermal simulation – 10 layers © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017  Transient thermal simulation using in-house FEA software  Using real process parameters  Allow a fine analysis of the influence of process parameters: Laser power & speed, scanning strategy and parameters, material properties, part geometry, …
  • 10. PROD-F-015-02 10 Temperature evolution during LBM process • Example: part with an evolving cross section – ¼ model view showing T° after the deposit of a new powder layer – Real manufacturing time ~ 33 hours © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 200 layers 2000 layers 4000 layers
  • 11. PROD-F-015-02 11 Temperature evolution during LBM process • Example of the “Y” part: – Temperature evolution of the powder at the center of the Y part (top surface) just before laser scanning start for each layer © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017 Heating plate T° Recoater feeding (every ~ 60 layers)
  • 12. PROD-F-015-02 12 Closing remarks  Development of a transient thermal model for LBM process (in- house FE solver) • Study the impact of process and laser hatching parameters • Reduce the number of trial and errors (cost and time)  Experimental measurements for : • Material properties (ULG/MMS) • Model validation and heat loss calibration from experimental temperature measurements (Sirris & CRM)  Perspectives - Work in progress: • Extension to thermo-mechanical models • Towards an integrated, multi-disciplinary process / product conception © 2017 Cenaero – All rights reservedTEKK Tour Nov. 6th 2017