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Experimental procedures for efficient after-treatment model calibration Maria E. Kalogirou Exothermia SA Laboratory of Applied Thermodynamics, Aristotle University Thessaloniki Greece Maty áš Schejbal Laboratory of Applied Thermodynamics, Aristotle University Thessaloniki Greece Grigorios C. Koltsakis Exothermia SA Laboratory of Applied Thermodynamics, Aristotle University Thessaloniki Greece 21 April 2010 CLEERS Workshop 2010
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Page 1: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010

Experimental procedures for efficient after-treatment model calibration

Maria E. Kalogirou Exothermia SA Laboratory of Applied Thermodynamics, Aristotle University Thessaloniki Greece

Matyáš Schejbal Laboratory of Applied Thermodynamics, Aristotle University Thessaloniki Greece

Grigorios C. Koltsakis Exothermia SA Laboratory of Applied Thermodynamics, Aristotle University Thessaloniki Greece

21 April 2010 CLEERS Workshop 2010

Page 2: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 2

Background - motivation

simulation software + user interface

balance equations

reaction kinetics

numerical

methods

!   Advanced after-treatment simulations tools are available.

!   Knowledge of accurate reaction kinetics remains the main challenge.

!   Target of this work is to derive realistic reaction rates for soot oxidation with emphasis on CRT (DOC+DPF) operation (only uncat DPF soot oxidation will be shown).

!   Experimental methodology –  real diesel soot –  calibration with synthetic gas tests –  validation on engine bench

in combination with axisuite® model platform.

Page 3: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010

Uncatalyzed soot oxidation reactions review

Calibration targets of soot oxidation with O2 and NO2: - set of reactions (how many and which reactions?) - kinetic parameters (activation energies, pre-exponential factors)

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Page 4: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 4

Methodology

model based validation valid kinetic parameters

small-scale experiments + controlable & cheaper - soot properties ?

model based calibration

engine experiments - hard to control & expensive + realistic

full-scale simulations

Page 5: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 21 April 2010 CLEERS Workshop 2010 5

Methodology

model based validation valid kinetic parameters

small-scale experiments - controlable & cheaper + soot properties ?

model based calibration

engine experiments - hard to control & expensive + realistic

full-scale simulations

Page 6: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 6

Small-scale soot loading methodology

Page 7: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 7

Soot oxidation measurements Small-scale DPF apparatus for synthetic gas bench

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test piece (+6 thermocouples)

synthetic gases

gas mixer furnace

H2O HC

by-pass line flow meter

exhaust line (can be connected to engine) AVL AMA i60 analyzer

(CO, CO2, HC, NO/NOx) + pressure & temperature sensors

Page 8: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 8

Similar experiments were done at 380, 460, 470 and 540 °C.

NOx

NOx – O2 mixture

soot burn off in O2

heat up in N2

Page 9: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 9

Page 10: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 10

Reaction with O2 Activation energy

Two discrete regions are observed: there appears to be a necessity to use 2 reactions with O2 (one with higher and one with lower activation energy).

Page 11: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 11

Reaction with O2 Activation energy

E ~ 100 kJ/mol R2 = 0.9594

Two discrete regions are observed: there appears to be a necessity to use 2 reactions with O2 (one with higher and one with lower activation energy).

Page 12: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 12

Reaction with O2 Activation energy

Range: 550 – 650 °C E ~ 153 kJ/mol R2 = 0.9956

Range: 400 – 530 °C E ~ 67 kJ/mol R2 = 0.9752

Two discrete regions are observed: there appears to be a necessity to use 2 reactions with O2 (one with higher and one with lower activation energy).

E ~ 100 kJ/mol R2 = 0.9594

Page 13: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010

Cooperative reactions in mixture of NO2-O2 Are they necessary to explain our results?

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A set of independent reactions was used to describe soot oxidation with NO2 and O2.

Within experimental uncertainty, the sum of the reaction rates of the reactions with O2 and NO2 seems to be equal with the experimental reaction rate measured when both species are present.

Page 14: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 14

Methodology

model based validation valid kinetic parameters

small-scale experiments - controlable & cheaper + soot properties ?

model based calibration

engine experiments - hard to control & expensive + realistic

full-scale simulations

Page 15: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 15

Modeling and rate expressions axitrap (3d + 1d DPF modeling)

Page 16: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010

Uncatalyzed soot oxidation reactions

Calibration targets of soot oxidation with O2 and NO2: - set of reactions (how many and which reactions?) - kinetic parameters (activation energies, pre-exponential factors)

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Page 17: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 17

Characteristic simulation results Experiment at 460 °C

ENO2 = 45 kJ/mol, EO2,low = 64 kJ/mol, EO2,high = 155 kJ/mol

Page 18: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 18

Characteristic simulation results Experiment at 380 °C

ENO2 = 45 kJ/mol, EO2,low = 64 kJ/mol, EO2,high = 155 kJ/mol

Page 19: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 19

Methodology

model based validation valid kinetic parameters

small-scale experiments - controlable & cheaper + soot properties ?

model based calibration

engine experiments - hard to control & expensive + realistic

full-scale simulations

Page 20: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 20

•  Steady-state regeneration experiments at 3 temperatures (400 – 450 – 500 °C). •  The filter was weighed before and after each test. •  Target soot loading 7–9 g/L. •  A cDPF was used upstream in order to increase NO2 concentration and to avoid loading of the tested filter.

Engine test protocol for full-scale tests

Page 21: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 21

Methodology

model based validation valid kinetic parameters

small-scale experiments - controlable & cheaper + soot properties ?

model based calibration

engine experiments - hard to control & expensive + realistic

full-scale simulations

Page 22: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 22

Model validation in full-scale system Experiment at 400 °C

Δm EXP: 1.5g Δm SIM: 1.6g

Page 23: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 21 April 2010 Cleers 2010 23

Model validation in full-scale system Experiment at 450 °C

Δm EXP: 3.4g Δm SIM: 2.5g

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CLEERS Workshop 2010 April 21st, 2010 24

Model validation in full-scale system Experiment at 500 °C

Δm EXP: 4.8g Δm SIM: 3.9g

Page 25: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010

Model validation in full-scale system Experiment at 500 °C

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Page 26: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010

Conclusions

!   A novel experimental procedure was used to evaluate uncatalyzed soot oxidation kinetics with NO2 and O2.

!   The experimental results suggested that: •  soot oxidation with O2 and NO2 take place independently •  a low temperature direct reaction with O2 is necessary to

describe soot oxidation at CRT-relevant temperature range

!   With the help of model-based calibration, it was possible to obtain rate parameters, activation enrgies and reaction selectivities

!   The calibrated model was succesfully applied to full-scale engine operation under passive regeneration conditions.

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Page 27: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010 21 April 2010 CLEERS Workshop 2010 27

Future work

!   Further research is needed to optimize the experimental setup and protocols and to understand and validate:

–  effects of water, ammonia, … –  the transient soot oxidation effects: Can they be predicted with the

assumption of a more reactive part of soot? –  etc. (G.B. Shaw: “Science... never solves a problem without creating ten more.”)

Transient areas were commonly observed in the beginning of each step.

Page 28: Experimental procedures for efficient after-treatment ...• a low temperature direct reaction with O 2 is necessary to describe soot oxidation at CRT-relevant temperature range !

CLEERS Workshop 2010 April 21st, 2010

Thank you for your attention!

Matyáš Schejbal

[email protected]

http://lat.eng.auth.gr

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