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A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming Polycarbonate David L. Statler Jr. & Rakesh K. Gupta Polymer Research Center Department of Chemical Engineering October 10, 2008 COMSOL Multiphysics Conference, Boston, 2008 Presented at the COMSOL Conference 2008 Boston

A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

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Page 1: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming Polycarbonate

David L. Statler Jr. & Rakesh K. Gupta

Polymer Research CenterDepartment of Chemical Engineering

October 10, 2008

COMSOL Multiphysics Conference, Boston, 2008

Presented at the COMSOL Conference 2008 Boston

Page 2: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Outline• Introduction

– Cone Calorimeter– Heat Release Rate Data

• Modeling of Heat Release Rate– Defining the Problem– Solving the Problem– Results

• Conclusions • Acknowledgment

Page 3: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Cone Calorimeter

Adapted from http://www.doctorfire.com/cone.html

Performed at Marquette University

Measures– Time to Ignition– Heat Release

Rate (HRR)– Peak HRR– Mass Loss Rate

Relates HRR to O2 consumed

Page 4: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

HRR vs. Time

-100

0

100

200

300

400

500

600

0 100 200 300 400 500

Time (sec)

HR

R (

kW

/m2 )

a

PC no FRPC Br FRPC KSS FR

HR

R (k

W/m

2 )Cone Calorimeter Data

Radiant Heat Flux: 50 kw/m2

Lower Time to IgnitionLower PHHR

±10% Error

Page 5: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Cone Calorimeter

Adapted from http://www.doctorfire.com/cone.html

0.E+00

1.E+05

2.E+05

3.E+05

4.E+05

5.E+05

6.E+05

0 50 100 150 200 250 300 350 400Time (sec)

HR

R (

W/m

2 )

Time to Ignition

PHRR

Plateau caused by char growth

PC No FR50 kW/m2 Heat Flux

Page 6: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Polymer Plaque

Remaining Char

Cone Calorimeter

Cone Heater

Polymer Sample

Cone Calorimeter

Page 7: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Cone Calorimeter & Polymer Combustion

Polymer -Long Chain Molecules

Heat

PyrolysisPolymer Breakdown

To Short Chain & Small MoleculesPolymer -

Long Chain Molecules

FR in Condensed PhaseProtective Char Formation:

Barrier to Heat and Mass Transfer

Polycarbonate is a Natural Char Former

O C OO

CCH3

CH3

n

O C O

O

CCH3

CH3

n

Cone Heater

Page 8: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Mathematical Modeling of Heat & Mass Transfer, along with Char Formation, to predict Heat Release Rate from Cone

Calorimetry Data

Cone Heater

Polymer Plate (3mm thick)

z

xy

Combustion (% Heat of Rxn fed back to Boundary)

Char Formation Zone (very thin, then grows)

3 Dimensional Transient

1 Dimensional Transient

Radiant Heat

Convective Heat Lostx0

Insu

latio

n Polymer Zone

xx1, x2

Page 9: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Polymer Zone: Mass Transfer

• Polymer Pyrolysis

• 1st Order Rate Expression

• Assume Constant Volume

CGPor

CharGasPolymer

k

k

⋅−+⋅→

+→

)1(0

0

αα

pp mk

tm

⋅−=∂

∂0

⋅−

⋅=TR

EAk A0

00 exp

pp

P ckt

cr ⋅−=

∂= 0

Page 10: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Polymer Zone: Mass Transfer

• Gas Generation Rate Expression

• Gas Expression

pG

polymerG

PG ckxc

Dt

cr ⋅⋅=

∂∂

⋅−∂

∂= 02

2

α

Char Zone: Mass Transfer

02

2

=∂

∂⋅−

∂∂

xc

Dt

c Gchar

G

Page 11: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Polymer Zone: Heat Transfer

Char Zone: Heat Transfer

Ppolymerpolymerpolymer ckHxTk

tTCp ⋅⋅∆−=

∂∂

⋅−∂∂

⋅⋅ 002

2

ρ

02

2

=∂∂

⋅−∂∂

⋅⋅xTk

tTCp charcharcharρ

Page 12: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Char Growth

• Rate of Char Production

• Rearrangements

• Defining Mesh Velocity (smoothed step change)

PPC mk

tm

tm

0)1()1( ⋅−=∂

∂⋅−−=

∂∂ αα

txA

tAx

tV

t

m

tmLHS Char

C

C

CharChar ∂∂

=∂

∂=

∂∂

=∂

=∂

∂=

ρρρ

1

PChar

P

Char

mkt

mtxA

ρα

ρα 0)1()1( ⋅−

=∂

∂−−=

∂∂

χρχα

χρχα

⋅⋅⋅−

=∂

∂⋅⋅

⋅−−=

∂∂

Amk

tm

Atx P

Char

P

Char

0)1()1(

PChar

P

Char

ckt

ctxmvel

ρχα

ρχα ⋅⋅−

=∂

∂⋅−−=

∂∂

= 0)1()1(

0

)()1(

x

P

Char tcmvel∂

∂−⋅

⋅−=

ρχα

00

)()1()min,(1x

P

CharxPpolymer t

cscalechsflcmvel∂

∂−⋅

⋅−⋅−−=

ρχαρ

Page 13: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Variables Solved For:

• T(x,t)• cP(x,t)• cG(x,t)

• CharSurface

G Dx

cHHRR ⋅∂

∂−⋅∆= )(1

Temperature Profiles

Concentration Profiles

Heat Release Rate

Page 14: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Initial & Boundary Conditions

Initial Condition (x,0)

ZonePolymer [x0-x1] Char Formation [x1-x2]

cP cP = ρpolymer cP = 0

cG cG = 0 cG = 0

T T = Tinitial T = Tinitial

Boundary Condition (x0;x2,t)

Boundary

x0 x2

cP Flux=0 Flux=0

cG Flux=0 cG=0

T Flux=0 ( )441 )( TTD

xc

HFlux coneCharG −⋅⋅+⋅

∂∂

−⋅∆⋅= σεφ

Page 15: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Equations are Coupled

• No Analytical Solution Exists• Numerical Solution Sought

– Finite Element Method– COMSOL Multiphysics®

• Solve Simultaneously System of Partial Differential Equations

• Char Growth Simulated by Moving Boundary

Page 16: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

HRR Results; PC No FR

0.E+00

1.E+05

2.E+05

3.E+05

4.E+05

5.E+05

6.E+05

0 50 100 150 200 250 300 350 400 450 500 550 600Time (sec)

HR

R (W

/m2 )

Cone Data

COMSOL Results

Page 17: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

HRR Results; PC Br FR

0.E+00

1.E+05

2.E+05

3.E+05

4.E+05

5.E+05

6.E+05

0 50 100 150 200 250 300 350 400 450 500 550 600Time (sec)

HR

R (W

/m2 )

Cone Data

COMSOL Results

Page 18: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

HRR Results; PC KSS FR

0.E+00

1.E+05

2.E+05

3.E+05

4.E+05

5.E+05

6.E+05

7.E+05

0 50 100 150 200 250 300 350 400 450 500 550 600Time (sec)

HR

R (W

/m2 )

Cone Data

COMSOL Results

Page 19: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Modeling Conclusions

• Model predicts Heat Release Rate for Char Forming Polycarbonate with and without Flame Retardants

0.E+00

1.E+05

2.E+05

3.E+05

4.E+05

5.E+05

6.E+05

0 50 100 150 200 250 300 350 400 450 500 550 600Time (sec)

HR

R (

W/m

2 )

Cone Data

COMSOL Results• All parameters in model can be found experimentally, such as, kinetics by TGA

Page 20: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Acknowledgments• George and Carolyn Berry (Berry Fellowship)• WV EPSCoR Research Challenge Grant Program (Funding)• Department of Energy (Funding)

• Dr. Pierre Moulinie from Bayer (Makrolon® Polycarbonate)• James Innes from Flame Retardant Associates (Sloss

Industries KSS FR®)• Dr. Sushant Agarwal from WVU (Research Assistant Professor)• Dr. Charles Wilkie from Marquette University (FR Expert)• Dr. Carlos Hilado from Product Safety Corp. (FR Expert)

Page 21: A Finite Element Analysis on the Modeling of Heat Release Rate, … · A Finite Element Analysis on the Modeling of Heat Release Rate, as Assessed by a Cone Calorimeter, of Char Forming

Thank you!