comsol conference, milan 2012 · 2012-11-09 · 23/10/2012 3 mickaël courtois . i – generalities...

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Heat and fluid flow modeling of keyhole formation in laser welding Mickael COURTOIS, Muriel CARIN, Sadok GAEID, Philippe LE MASSON © ArcelorMittal – All rights reserved for all countries Cannot be disclosed, used, or reproduced without prior written specific authorization of ArcelorMittal CONFIDENTIAL – Privileged Information - ArcelorMittal proprietary information. 23/10/2012 Comsol conference, Milan 2012 Excerpt from the Proceedings of the 2012 COMSOL Conference in Milan

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Page 1: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Heat and fluid flow modeling of

keyhole formation in laser welding

Mickael COURTOIS, Muriel CARIN, Sadok GAEID, Philippe LE MASSON

© ArcelorM

ittal – All rights reserved for all countries Cannot be disclosed, used, or reproduced w

ithout prior written specific authorization of ArcelorM

ittal CO

NFIDEN

TIAL – Privileged Information - ArcelorM

ittal proprietary information.

23/10/2012

Comsol conference, Milan 2012

Excerpt from the Proceedings of the 2012 COMSOL Conference in Milan

Page 2: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

I – Introduction - Physics of laser welding II – Definition of the heat and fluid flow model - Equations - Level-set method III – Results and discussion - 2D axisymmetric model IV – Conclusion and future work - 3D model ?

2 23/10/2012

Page 3: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS 23/10/2012 3

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Keyhole laser welding

Mains phenomena influencing the melt pool geometry and the appearance of defects :

Energy:

Conduction

Convection

Radiation

Fluid mechanic:

Liquid and gas flows

Vaporization

Recoil pressure

Surface tension

Marangoni effect 4 kW 11 m/min spot of 600µm (PIMM lab.)

Page 4: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Axisymmetric approach Stationary spot laser welding

Goal: model the keyhole formation in order to improve understanding Taking into account of: - recoil pressure

- gravity

- surface tension

- Marangoni effect

- Multiple reflection of laser rays

LEE 2002

23/10/2012 4

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Touvrey-Xhaard 2006

Experimental approach

MEDALE 2007

Page 5: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Setting up the model

Assumptions: - Axisymmetric geometry - Incompressible Newtonian fluids - Laminar flows - Constant thermophysical properties - Gaussian distribution of energy

Equations solved: - Energy conservation - Momentum conservation - Mass conservation - Transport equation of Level Set variable

Taking into account of: Neglected (here): - gravity - Marangoni effect - surface tension - Latent heats - solid phase (Darcy condition) - Laser reflections - recoil pressure - vapor plume

Code: Comsol Multiphysics® v4.3 (+ CFD module) 23/10/2012 5

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Page 6: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Conservation equations for each phase

Mass conservation:

Momentum conservation: Navier-Stokes equations

With: Energy conservation: with

23/10/2012 6

buoyancy Darcy condition

surface tension Marangoni effect (here = 0)

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

( ) ( ) )(.. rITTutTcp +∇∇=

∇+∂∂ λρ

( ) ( )φδγκγ tnF sts .. ∇−=

( ) ( )( )[ ] ( )( ) ( ) tsfusionT FuTKgTTuuPIuu

tu

++−−−∇+∇+−∇=

∇+∂∂ βρµρ 1..

0. =∇ u( )

−=∇ 2.

ρρρφδ vlmu

( )φδAway from the interface

( ) ( )φδπ

−= 2

2

2max exp

gg Rr

RPrI

Page 7: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Engine: Laser energy at liquid / vapor interface:

Ø = 0

23/10/2012 7

Φ=0

Φ=1

Φ=0,5

Level Set method Fixed mesh Definition of a variable φ in all the elements Transport of this variable using the fluid flow calculation

Initial liquid / vapor interface

GAS Ø = 0

CONDENSED PHASES A

xisy

met

y

I(r)

Ø = 1

Ø = 1 ρ = 7000 kg/m3

Transition thickness

Ø = 0 ρ = 1 kg/m3

2 mm

1,8

mm

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

( ) ( )φδπ

−= 2

2

2max exp

gg Rr

RPrI

Page 8: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS 23/10/2012 8

Φ=0

Φ=1

Φ=0,5

Engine: Energy application on liquid / vapor interface

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Level Set method Fixed mesh Definition of a variable φ in all the elements Transport of this variable thanks to fluid mechanic calculation

SOLID

GAS

LIQUID

Fusion front

I(r)

2 mm

1,8

mm

( ) ( )φδπ

−= 2

2

2max exp

gg Rr

RPrI

Page 9: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Operating parameters: P = variable

Øfocal = 600 µm

Heating time = 20 ms

Cooling time = 5 ms

Increase power with the drilling velocity Plaser < 800 W => no porosity

Thermophysical properties ρliquid = 7000 kg.m-3 ρvapor = 10 kg.m-3 λliquid = 40 W.m-1.K-1 λvapor = 10 W.m-1.K-1 Cpliquid = 400 J.kg-1.K-1 Cpvapor = 373 J.kg-1.K-1 μliquid = 5.10-3 Pa.s-1 μvapor = 1.10-5 Pa.s-1

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I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

500 W 700 W 800 W

Page 10: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Velocity fields

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Ejection of matter Vmax > 10 m/s

Main vortex Vmax = 0,1 m/s

Velocity field with buoyancy (no Marangoni)

Relatively low power => stable keyhole, steady state establishment Vapor plume => interaction with the melt pool

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Velocity field without buoyancy (no Marangoni)

Page 11: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS 23/10/2012 11

Creation of porosity possible with the level set method

Presence of porosities from 900 W Important sensibility to the heating time:

↑ Plaser ↑ vaporization ↑ depth &

inclination of liquid

↑ porosities presence

probability

Computation performed in 6 h (8 cores X5690 and 8 gb ram)

theat = 24 ms 25 ms 26 ms

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Page 12: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Experimental validation Disk Laser λ=1,06 µm , Dfocus = 600 µm , DP 600 steel, thickness 1,8 mm

t = 20 ms

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t = 20 ms

Plaser = 1500 W

Rate of porosity > 50 %

Axisymmetric shape well verified (except porosities)

Depth penetration of model is satisfying

Width over-estimated but with good tends

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Page 13: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

Conclusion 2D axisymmetric model

Promising approach, possibility to take into account many phenomena and

configurations:

- Recoil pressure, gravity effects, vapor plume…

- Liquid collapsing, porosity capturing…

Medium term objectives

Considering:

- latent heats

- Marangoni effect

- Laser beam reflections and energy concentration

Long term outlook ? 3D?

23/10/2012 13

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Page 14: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS 23/10/2012 14

Main goal of the project 3D configuration with laser movement Is that the transition to 3D is possible (with reasonable computation time)?

Static laser – 2D (axi.) Laser in movement – 3D

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Page 15: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS 23/10/2012 15

3D configuration -> material sustainability ok

400 000 DDL; 63 000 cells; Calculation on 33 ms Calculation time 4 days (around 8 cores & 15 gb ram)

Plaser = 1000 W Thikness = 0,9 mm Vlaser = 6 m/min

I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Scrolling materiel direction ( Fixed Laser )

Page 16: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

General conclusion

Promising approach:

- Mains physical phenomena treated

- Prediction of different defects possible (porosities, collapsing, partial penetration…)

- large number of possible configurations (tailored blanks with gap, by transparency…)

Medium and long term objectives

Finish to improve 2D axisymmetric model (laser reflections…)

Transpose to 3D, use the model in industrial configurations

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I – Generalities IV – Conclusion and prospects II – Definition of the heat and fluid flow model III – Results and discuss

Page 17: Comsol conference, Milan 2012 · 2012-11-09 · 23/10/2012 3 Mickaël COURTOIS . I – Generalities IV – Conclusion and prospects . II – Definition of the heat and fluid flow

Mickaël COURTOIS

… Thanks for your attention …

23/10/2012 17