numerical investigation of the continuous ......final diameter sensitivity study • each parameter...

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NUMERICAL INVESTIGATION OF THE CONTINUOUS FIBER GLASS DRAWING PROCESS Q. Chouffart and V. E. Terrapon Multiphysics and Turbulent Flow Computation Research Group University of Liège, Belgium P. Simon 3B The fibreglass company Binani Group, Belgium 2 nd International Glass Fiber Symposium Aachen - 30 May 2014 MTFC RESEARCH GROUP

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Page 1: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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NUMERICAL INVESTIGATION OF THE

CONTINUOUS FIBER GLASS DRAWING

PROCESS

Q. Chouffart and V. E. Terrapon Multiphysics and Turbulent Flow Computation Research Group

University of Liège, Belgium

P. Simon 3B The fibreglass company – Binani Group, Belgium

2nd International Glass Fiber Symposium

Aachen - 30 May 2014

MTFC RESEARCH GROUP

Page 2: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Outline MTFC RESEARCH GROUP

• Motivation

• Physical model

• Numerical investigation

• Conclusion & future work

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 2

Page 3: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Motivation & objectives

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 3

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Overall goal:

Understand the fiber breaking

Main challenge of the process: fiber breakage

• Shut down of forming position

• Unrecyclable glass waste

• Barrier to optimization

Physical modeling of forming glass Step 1

Step 2 Characterization of breaking mechanisms

Page 4: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Fiberglass drawing process General steps

Four main steps

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 4

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Flow of glass melt through > 1000 holes

Cooling by fins and

water spray

Coating

Drawing by a winder

Glass melt

(20 m/s ~10 µm fibers diameter)

T ~ 1300°C

Bushing

Finshield

Water

spray

Winder

Page 5: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Fiberglass drawing process Bushing plate & tips

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 5

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Bushing plate Tip

Page 6: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Outline MTFC RESEARCH GROUP

• Motivation

• Physical model

• Numerical investigation

• Conclusion & future work

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 6

Page 7: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Physics of the forming of a single fiber

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 7

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Heat transfer Rheology Glass state

Coupling

Page 8: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Physics of the forming of a single fiber

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 8

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Newtonian

viscous flow

Viscoelastic flow

Elastic solid

Inside the fiber:

Conduction

Around the fiber:

Convection

Inside the fiber:

Conduction & Radiation

Around the fiber:

Convection & Radiation

Heat transfer Rheology

Glass melt 𝑻 > 𝑻𝒈

Glass transition

𝑻 ≈ 𝑻𝒈

Glassy state 𝑻 < 𝑻𝒈

Glass state

Inside the fiber:

Conduction

Around the fiber:

Convection

Page 9: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Physics of the forming of a single fiber

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 9

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Newtonian

viscous flow

Viscoelastic flow

Elastic solid

Inside the fiber:

Conduction

Around the fiber:

Convection

Inside the fiber:

Conduction & Radiation

Around the fiber:

Convection & Radiation

Heat transfer Rheology

Glass melt 𝑻 > 𝑻𝒈

Glass transition

𝑻 ≈ 𝑻𝒈

Glassy state 𝑻 < 𝑻𝒈

Glass state

Inside the fiber:

Conduction

Around the fiber:

Convection

Page 10: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Physical model Governing equations

Mass conservation:

Momentum conservation:

Energy conservation:

Assumption: Internal radiation neglected

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 10

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𝐷 𝜌𝐶𝑝𝑇

𝐷𝑡= 𝜎: 𝛻𝒗 − 𝛻. (𝒒𝒄𝒐𝒏𝒅 + 𝒒𝒓𝒂𝒅)

𝐷𝜌

𝐷𝑡= 0

𝐷 𝜌𝒗

𝐷𝑡= 𝛻. 𝝈 + 𝑓

Page 11: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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𝐷 𝜌𝒗

𝐷𝑡= 𝛻. 𝝈 + 𝑓

Physical model Governing equations

Mass conservation:

Momentum conservation:

Energy conservation:

Assumption: Internal radiation neglected

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 11

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Newtonian flow:

𝜎 = −𝑝𝐈 + 2𝜂𝐃

𝐷 𝜌𝐶𝑝𝑇

𝐷𝑡= 𝜎: 𝛻𝒗 − 𝛻. (𝒒𝒄𝒐𝒏𝒅 + 𝒒𝒓𝒂𝒅)

𝐷𝜌

𝐷𝑡= 0

Page 12: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Physical model Governing equations

Mass conservation:

Momentum conservation:

Energy conservation:

Assumption: Internal radiation neglected

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 12

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Newtonian flow:

𝜎 = −𝑝𝐈 + 2𝜼𝐃

coupled through

viscosity 𝐷 𝜌𝐶𝑝𝑇

𝐷𝑡= 𝜎: 𝛻𝒗 − 𝛻. (𝒒𝒄𝒐𝒏𝒅 + 𝒒𝒓𝒂𝒅)

𝐷𝜌

𝐷𝑡= 0

𝐷 𝜌𝒗

𝐷𝑡= 𝛻. 𝝈 + 𝑓

Fulcher law

𝜂 = 10−𝐴+

𝐵

𝑇−𝑇0

(η = dynamic viscosity)

Page 13: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Physical model Boundary conditions

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 13

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• At tip:

- Volumetric flow rate (Poiseuille law)

- 𝑇0 constant

• At surface:

- Free surface conditions & surface tension

- 𝑞 = 𝜀𝜎 𝑇4 − 𝑇𝑒𝑥𝑡4 𝑧 + ℎ 𝑧 𝑇 − 𝑇𝑒𝑥𝑡 𝑧

• At outlet: Drawing velocity

~𝟏 𝐦𝐦

~𝟏𝟎 µ𝐦

𝒒𝒓𝒂𝒅 + 𝒒𝒄𝒐𝒏𝒗

Free surface

Tip Sym

𝑸𝟎

𝒗𝒇

Convection Radiation

𝑻𝟎

Page 14: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Outline MTFC RESEARCH GROUP

• Motivation

• Physical model

• Numerical investigation

• Conclusion & future work

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 14

Page 15: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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• More accurate

• Local information

• Improve convergence

• Less accurate

• Global information

Solution of the physical model

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 15

Physical Model

1D

Elongational

model

2D

Axisymmetric

model

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Solved with the

Finite Element Method

Analytic and ODE solved with

the Finite Difference Method

Page 16: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Numerical investigation

Stress depends on:

• Diameter ratio

• Drawing velocity

• Fiber cooling

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 16

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𝜏𝑧𝑧,𝑓 =3

𝜑𝑔 𝑣𝑓 𝑙𝑛

𝑣𝑓

𝑣0

3. Axial stress

𝝉𝒛𝒛,𝒇

Stress is a good indicator of the robustness

Page 17: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Numerical investigation

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 17

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3. Axial stress

𝝉𝒛𝒛,𝒇

Stress is a good indicator of the robustness

Key questions

• What are the key process parameters controlling the stress?

• How can the operating window be adjusted in order to reduce the stress?

Page 18: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Numerical investigation

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 18

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The control process parameters:

• Tip temperature 𝑻𝟎 impacting 𝜑𝑔 and 𝑣0

• Tip radius 𝒓𝟎 impacting 𝑣0

• Drawing velocity 𝒗𝒇

• Glass height above the bushing plate

impacting 𝑣0

How is the stress affected by these

parameters?

𝒓𝟎

𝒓𝒇

Free surface

𝑻𝟎 Sym

𝒗𝒇

Page 19: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Numerical investigation

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 19

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4. Stress sensitivity due to the variation of the

control parameters

Stress

Final diameter

Sensitivity study

• Each parameter is varied

independently, while keeping

the others constant

• Range of variation is set to

have the final radius between

7 and 17 µm

• Stress increases when

the diameter decreases

• Glass height and tip

radius have almost the

same effect

• Tip temperature is the

most critical parameter

Tip temperature

Drawing velocity

Tip radius

Glass height

Page 20: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Numerical investigation

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 20

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4. Stress sensitivity due to the variation of the

control parameters

Stress

Final diameter

Tip temperature

Drawing velocity

Tip radius

Glass height

• Decrease in temperature leads to

a large stress increase

• The opposite is observed when the

temperature increases

Page 21: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Numerical investigation

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 21

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4. Stress sensitivity due to the variation of the

control parameters

Stress

Final diameter

Tip temperature

Drawing velocity

Tip radius

Glass height

• Decrease temperature leads to a

large stress increase

• The opposite is observed when the

temperature increases

Given a target radius,

what are the velocity and

temperature

leading to a lower stress?

Page 22: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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• Smaller radius amplifies

the impact of the

temperature on the

stress

• Increasing the tip

temperature decreases

the stress, even if the

drawing velocity

increases

Numerical investigation

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 22

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𝟏𝟕 𝝁m

𝟏𝟐 𝝁m

𝟏𝟎 𝝁m

𝑣𝑓 =𝑄0 𝑇0

𝜋𝑟𝑓2

Drawing velocity

𝑄0 𝑇0 = 𝜋𝑟𝑓2𝑣𝑓

→ 𝑣𝑓 =1

𝜋𝑟𝑓2 𝑄0 𝑇0

1250°C

1310°C

5. What is the optimal choice for the

velocity and the temperature?

Stress

Page 23: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Bushing: problem statement

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 23

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6. Temperature inhomogeneity on a 6000 tips bushing plate

• Temperature inhomogeneity leads to a distribution of fiber radius

• And leads to a large variation in stress

• Mean stress is larger than the stress corresponding to the mean temperature

+𝜎 −𝜎 µ𝜏 µ𝑻 +𝜎 −𝜎 µ𝑇

Page 24: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Bushing: problem statement

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 24

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6. Temperature inhomogeneity on a 6000 tips bushing plate

+𝜎 −𝜎 µ𝜏 µ𝑻 +𝜎 −𝜎 µ𝑇

Heat pattern on the bushing plate is

critical

Page 25: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Outline MTFC RESEARCH GROUP

• Motivation

• Physical model

• Numerical investigation

• Conclusion & future work

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 25

Page 26: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Conclusion & further work

• Physical model of single fiber drawing has been developed

• Numerical solutions help to understand the process

• Fiber forming is strongly affected by the temperature at the tip

• Stress is a good indicator to understand the robustness of the process

• Temperature inhomogeneity across the bushing plate leads to a large distribution of stress

• Add a radiation model for the heat transfer inside the glass

• Investigate the glass transition region

• Link the breaking rate with the stress

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 26

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Further work

Conclusion

Page 27: NUMERICAL INVESTIGATION OF THE CONTINUOUS ......Final diameter Sensitivity study • Each parameter is varied independently, while keeping the others constant • Range of variation

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Acknowledgements

• Our industrial partner: 3B – the fibreglass company, Binani group

• Financial support: 3B – the fibreglass company & Walloon region

• R&D team from 3B: D. Laurent, Y. Houet, B. Roekens, V. Kempenaer and technicians

Q. Chouffart et al. - Numerical investigation of the continuous fiber glass drawing process 27

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