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129F IMPROOF: INTEGRATED MODEL GUIDED PROCESS OPTIMIZATION OF STEAM CRACKING FURNACES S.H. Symoens, M.R. Djokic, J. Zhang, G. Bellos, D. Jakobi, J. Weigandt, S. Klein, F. Battin-Leclerc, G. Heynderickx, J. Van Thielen, B. Cuenot, T. Faravelli, G. Theis, P. Lenain, A.E. Muñoz, J. Olver, K.M. Van Geem DEPARTMENT OF MATERIALS, TEXTILES AND CHEMICAL ENGINEERING (MATCH) LABORATORY FOR CHEMICAL TECHNOLOGY 2018 Spring National Meeting, Orlando, Florida, April, 24, 2018

129F IMPROOF: INTEGRATED MODEL GUIDED PROCESS OPTIMIZATION ... · 129F IMPROOF: INTEGRATED MODEL GUIDED PROCESS OPTIMIZATION OF STEAM CRACKING FURNACES S.H. Symoens, M.R. Djokic,

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Page 1: 129F IMPROOF: INTEGRATED MODEL GUIDED PROCESS OPTIMIZATION ... · 129F IMPROOF: INTEGRATED MODEL GUIDED PROCESS OPTIMIZATION OF STEAM CRACKING FURNACES S.H. Symoens, M.R. Djokic,

129F

IMPROOF: INTEGRATED MODEL GUIDED PROCESS OPTIMIZATION OF STEAM CRACKING FURNACES

S.H. Symoens, M.R. Djokic, J. Zhang, G. Bellos, D. Jakobi, J. Weigandt, S. Klein, F. Battin-Leclerc, G. Heynderickx, J. Van Thielen, B. Cuenot, T. Faravelli, G. Theis, P. Lenain, A.E. Muñoz, J. Olver, K.M. Van Geem

DEPARTMENT OF MATERIALS, TEXTILES AND CHEMICAL ENGINEERING (MATCH)LABORATORY FOR CHEMICAL TECHNOLOGY

2018 Spring National Meeting, Orlando, Florida, April, 24, 2018

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A SPIRE project

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IMPROOF IS ALL ABOUT:

3

Renewable fuel characterization

- experimental activity

- kinetic mechanisms

Innovative Furnace System developments and integration

- oxy-fuel combustion - emissivity coating

- coke formation - 3D reactor testing

Advanced 3D modeling

- CFD RANS/LES

- Reactor optimization

- pilot plant simulationUpscaling and Demonstration

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OUTLINE

Introduction

Objectives

Coke formation on high-temperature alloys and 3D

reactor technology

Conclusions

4

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OUTLINE

Introduction

Objectives

Coke formation on high-temperature alloys and 3D

reactor technology

Conclusions

5

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CONCEPT AND OBJECTIVES

6

1. Novel combustion technology using alternative fuels and oxy-fuel combustion

2. Demonstrate the individual impact of novelemissive, reactor and refractory materials on pilot scale (TRL5)

3. Demonstrate the power of advanced process simulation (high performance computing and CFD) for furnace design and optimization

4. Demonstrate the technical economic and environmental sustainability of the IMPROOF furnace at TRL6

5. Coke formation reduction and real time optimization

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MULTI SCALE APPROACH

7

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LCT’S VISION

8

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OUTLINE

Introduction

Objectives

Coke formation on high-temperature alloys and 3D

reactor technology

Conclusions

9

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Optimization by- Feed additives- Metallurgy & surface technology- 3D reactor technology

Deposition of a carbon layer on the reactor surface

Thermal efficiency

Product selectivity

Decoking procedures

Estimated annual cost to industry: $ 2 billion

L. Benum, "Achieving Longer Furnace Runs at NOVA Chemicals," in AIChE Spring National Meeting, 14th Annual Ethylene Producers’ Conference, New Orleans, Louisiana, 2002.

COKE FORMATION

10

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COKES FORMATION

11

hydrocarbons

steam

Tgas

Twall

cree

p

Effect of Coke

P drop

Heat transfer

Coil life

Output ↓Decoking

Run length is typically between 20 and 60 days

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3D REACTOR TECHNOLOGYImprove the reactor by decreasing Tgas/coke

� Increase tube area (A)

� Increase heat transfer coefficient (U)

12

� � � · � · ���/�� � � ����

M. Zhu, "Large eddy simulation of thermal cracking in petroleum industry," 2015.

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MILLISECOND BENCHMARK SIMULATION

13

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SUPERCOMPUTING INFRASTRUCTURE

14

Tier-0 supercomputers

From $15M world-record supercomputer to smartphone in 20 years

“SUPER” calculations are possible

iPhone 6

But are they useful?

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COMPARISON TO BARE REACTOR

15

T [°C]

1000

950

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COMPARISON OF TECHNOLOGIES

16

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COMPARISON OF TECHNOLOGIES

17

SCOPEX [%] 80.6

P/E [-] 0.534

C2H4 [wt%/wt%0] 0.985

C3H6 [wt%/wt%0] 1.034

1-3.C4H6 [wt%/wt%0] 0.953

C2H6 [wt%/wt%0] 0.950

CH4 [wt%/wt%0] 1.000

C2H4 [wt%] 33.70

C3H6 [wt%] 17.99

1-3.C4H6 [wt%] 1.60

C2H6 [wt%] 1.54

CH4 [wt%] 19.30

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SIMULATION ACCURACY GOOD ENOUGH?

18

� Burner geometry detail?

� Gas radiative properties?

� Furnace – Reactor coupling?

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3D REACTOR TECHNOLOGY

19

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REACTORS

20

Centralloy® ET 45 Micro

Centralloy® HT E

Centralloy® HT E + SCOPE®

AlloyComposition [wt %]

C Si Mn Cr Fe Ni Al Nb Additions

ET 45

Micro0.45 1.6 1.0 35 bal. 45 - 1.0 MAE, RE

HT E 0.45 - - 30 bal. 45 4.0 0.5 MAE, RE

RE: reactive elements; MAE: micro-alloying elements

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PILOT PLANT

21

Tested reactorProcess gas TProcess gas T

Tube metal T

SCOPE design

C3H8

DMDS

H2O

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EXPERIMENTAL PROGRAM Steam treatment for 10 hours 1CC: COT = base; 6 hours 2CC: COT = base; 2 hours 3CC: COT = base; 6 hours 4CC: COT = base + 110 °C/ + 160 °C*; 1.67 hours 5CC: COT = base; 12 hours*SCOPE®

�Decoking was performed after every Cracking Cycle (CC)�Prior to each CC a pre-sulfiding step was performed

22

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TUBE METAL TEMPERATURES

23∆

T >

30

°C

Pyrometer

Manual T

Weld-on TC’s

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TUBE METAL TEMPERATURES

24∆

T >

30

°C

Gas consumption

Result~10 % lower

Fuel gas consumption

Schietekat, et al., “Computationally efficient CFD simulations with detailed free-radical mechanisms”, in AIChEAnnual Meeting, San Francisco, CA, 2013.

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TUBE METAL TEMPERATURES

30°C lower tube metal temperature reduces fuel consumption by ~10%

25Zhang, Y. et al., Incident Radiative Heat Flux Based Method for the Coupled Run Length Simulation of Steam Cracking Furnaces. Ind. Eng. Chem. Res. 2017, 56, 4156-4172.

Flue gas

side

Process

gas side� � �� ���/�� � � ����

� � ��� �����,��� � �����,�� ��⁄

� � ����� � ��� + ���� � �����

�Convection on inner wall

Conduction through metal

Heat balance on outer wall

�� increases

���/�� � decreases

� is constant

�����,��� decreases

!������ + ���� !�"�����,���#

����� decreases

~���%� , �%���

~&' %���

����� , ���� can decrease

���%� , �%��� can decrease

&' %��� can decrease

���� � � ��� �����,�� � ���/�� � ��⁄Conduction through coke�����,�� decreases

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PRODUCT YIELDS

26

Ethylene Propylene

Reduced over-cracking near wall

Schietekat, et al., “Computationally efficient CFD simulations with detailed free-radical mechanisms”, in AIChEAnnual Meeting, San Francisco, CA, 2013.

2 (CC2), 6 (CC3) and 12 h (CC5) cracking cycles

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COKING RATES

27

High T (EOR)

Catalytic coking1CC: COT; 6 hours2CC: COT; 2 hours3CC: COT; 6 hours4CC: COT+110 °C/+160 °C*;

1.67 hours5CC: COT = base; 12 hours*SCOPE

Reduction after high T exp

Reduction after high T exp

Increase after high T exp

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COKE DEPOSITION

28

Coke after 2 (CC2) and 6h (CC3)

ET 45 Micro and HT E + SCOPEcomparable

HT E significantly worse

Line: estimated coking curve

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COKE DEPOSITION

29

Extrapolation for 12 h coke

Assumptions:2 h (CC2) = Catalytic6 h (CC3) = asymptotic

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COKE DEPOSITION

30

Extrapolation based on testsprior to high T (EOR) exposure

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COKE DEPOSITION

31

Coke after high T exposure

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COKE DEPOSITION

32

Estimation coking curve

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COKE DEPOSITION

33

HT E better than expected

ET 45 Micro worse than expected

SCOPE design →Lower temperaturesLower influence high T

excursion

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COKE DEPOSITION

34

HT E

ET 45 Micro After pre-Ox

Before high T

After high T

Oxide to carbide

Transition

Jakobi, et al., “The high-Temperature Corrosion Resistance of Spun-Cast Materials for Steam-Cracker Furnaces –A Comparative Study of Alumina- and Chromia-Forming Alloys”, in NACE Corrosion, 2013.

stable

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FOR A FEW DOLLARS MORE

35

� Safety

� Production

� Emission

� Energy efficiency

� Run length

Cracking furnace underoptimal operating

conditions

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NEXT STEPS

Testing high emissivity coating’s performance in the

pilot plant furnace/cracker at UGent at TRL5 level

• benchmark to uncoated ethylene furnace by

calculating the thermal efficiency of the improved

furnace

Comparison SCOPE® vs bare in reactive 3D CFD

simulations

36

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OUTLINE

Introduction

Objectives

Coke formation on high-temperature alloys and 3D

reactor technology

Conclusions

37

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CONCLUSIONS

After high Temperature (EOR) exposure HT E performs better, while the performance of ET 45 Micro drops

ET 45 Micro → Oxide to carbide transition HT E → Formation stable α-Al2O3 scale Combining the advanced coil material (HT E) and novel 3D reactor

design (SCOPE®) leads to � Increased run lengths

� Improved product selectivities�Longer lifetime of the reactor coils

�Higher energy efficiency of the furnace

38

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ACKNOWLEDGMENT

The work leading to this intervention has received funding from the European Union H2020 (H2020-SPIRE-04-2016) under grant agreement n°723706 and from the COST Action CM1404 “Chemistry of smart energy carriers and technologies”.

Thank you for your attention!

39

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GLOSSARY CC: Cracking cycle DMDS: dimethyl disulfide CFD: computational fluid dynamics RE: reactive elements MAE: micro-alloying elements RGA: refinery gas analyzer IR GA: infrared analyzer PGA: permanent gas analyzer COT: coil outlet temperature TMT: Tube metal temperature

40

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Kevin M. Van GeemFull Professor

LABORATORY FOR CHEMICAL TECHNOLOGY

E [email protected] +32 9 264 55 97M +32 478 57 38 74

www.ugent.be

Ghent University

@ugent

Ghent University