Chemometric analysis for the relationship between mineral...
Transcript of Chemometric analysis for the relationship between mineral...
M. Jeguirim, A. Zorpas, N. Kraiem, M. Lajili, C. Guizani, Y. Leva, L. Limousy
June 25th 2016
Chemometric analysis for the relationship between mineral contents, particle matter and
bottom ash distribution during pellets combustion
The 4th International Conference onSustainable Solid Waste Management
Limassol, 23–25 June 2016
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Context
Depletion of fossil fuel reserves
Increase of wood biomass demand
Increase of energy price
Research of new alternative biomass sources
Rapid growth in wood pellets production
Unbearable pressure on the forest and wood industries
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Context and objective
Low quality comparing to wood pellets : high ash, nitrogen, sulphur contents :
Considerable amount of gaseous and particulate matter emissions in exhaust gases.
Objective : Relationship between pellets properties, ash composition and PM emissions
Pellets production from agriculture and agrifood industry residues
Slagging, fouling or corrosion in combustion system
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Objectives
Pellets Production and Characterization :o Different agrifood residues : Tomato Waste, Grape Marc, Exhausted Olive Mill Solid Waste, Olive Mill Wastewater, Sawdust
o Physicochemical characteristics and energy contents
o Mineral contents Combustion tests :
o Combustion and boiler efficiencies
o Gaseous emission characteristics
o Particle Matters Emission Characterization
Chemometric analysis
o Bottom ash Characterization
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Pellets Production and Characterization
Part I : Pellets Production and Characterization
Pellets Production
Pelletizer KAHL 15/75 Type
Pelletizer KAHL 15/75 Die diameter 6 mm, length 30 mm Frequency : 50-52 Hz Temperature : 60-70°C
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TW
IS EOMSW IEOMSW
50 GM/50 PS50 TW/50 PS PS
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Pellets Characterization
Parameter Unit TW TW-PS GM-PS EOMSW IEOMSW PS IS
Moisture (%, wb) 10 11 9 12 7 13 9Ash (%, db) 11 4 9 3 7 0.6 4
ρapparent (kg.m-3) 522 473 569 626 690 601 550LHVwb (MJ.kg-1) 19.5 17.6 16.6 16.3 19.8 16.4 18.5
EDpellets (GJ.m-3) 10.2 8.3 9.4 10.2 13.7 9.8 10.2N (%, wb) 1.5 0.8 1.4 0.8 1.8 0.2 1.0S (g.kg-1) 2.96 2.08 1.43 1.99 2.55 0.12 1.55K (g.kg-1) 30.48 5.14 5.15 3.67 7.53 0.36 3.40Cl (g.kg-1) 5.75 3.42 0.70 3.44 6.28 0.31 6.12Ca (g.kg-1) 1.45 1.22 1.28 1.13 1.45 0.36 0.87Si (g.kg-1) 0.19 0.18 0.21 0.09 0.21 0.01 0.16Na (g.kg-1) 0.35 0.29 0.23 0.78 1.79 0.01 1.15P (g.kg-1) 0.93 0.64 0.36 0.13 0.23 0.08 0.18
Mg (g.kg-1) 0.59 0.45 0.22 0.12 0.22 0.02 0.16Al (g.kg-1) 0.12 0.11 0.20 0.05 0.13 0.01 0.09Fe (g.kg-1) 0.10 0.10 0.12 0.04 1.00 0.02 0.90Mn (g.kg-1) 0.09 0.01 0.01 0 0.01 0.05 0.02
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Combustion Experiments
Part II : Combustion Experiments
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Combustion Experiments
Combustion tests performed with a residential boiler :
Boiler – 12 kW (Ökofen)Portable analyzer
(TESTO 350XL)
ELPI (Dekati)
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Combustion Experiments
Sampleq
(kg h-1)λ
ηcomb ηboil O2 CO2 CO NOx VOC PM
(%) (%) (mg.Nm-3) at 10%O2
TW 2.60 2.10 88.9 80.6 12.1 8 495 428 566 2719
TW-PS 2.40 2.90 87.3 81.1 13.7 7 809 537 515 2279
GM-PS 2.30 4.70 90.4 80.2 16.6 5 631 456 602 966
EOMSW 2.70 2.40 88.4 83.7 12.3 8 993 384 777 558
IEOSW 2.00 2.07 91.5 84.9 10.9 9 631 223 491 1038
PS 2.1 2.61 91.0 83.4 15.0 6 346 116 914 143
IS 2.3 2.35 88.2 81.8 12.1 8 1022 255 1207 659
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Characterization of PM Emissions
0
300
600
900
1200
1500
<0,1 µm 0,1-0,25µm 0,25-1µm 1-2,5µm >2,5µm
Part
icle
con
cent
ratio
ns (m
g/N
m3 )
Particle size
TWTW-PSGM-PSEOMSWIEOMSWPSIS
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Characterization of PM Emissions
0
20
40
60
80
<0,1 µm 0,1-0,25µm 0,25-1µm 1-2,5µm >2,5µm
Part
icle
mas
s (%
)
Particle size
TWTW-PSGM-PSEOMSWIEOMSWPSIS
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Bottom Ash Characterization
Element PS IS EOMSW IEOMSW TW TW-PS GM-PS
K2O 18.68 30.99 27.35 28.27 26.84 26.00 25.32SiO2 8.62 6.93 19.44 21.97 9.42 12.64 32.50CaO 40.03 15.34 29.81 18.33 17.88 22.19 18.26
Fe2O3 7.52 10.65 2.09 9.64 1.86 2.11 2.30SO3 1.99 3.60 4.47 5.08 3.56 3.64 2.42P2O5 3.22 3.81 5.01 4.23 16.22 16.03 5.39Na2O 2.04 4.05 3.75 4.09 2.32 2.50 1.81MgO 3.31 2.68 3.43 2.85 10.10 11.08 3.69
Cl 1.18 7.90 2.39 2.72 1.51 0.75 0.19Al2O3 1.84 1.54 1.57 2.23 1.88 2.54 5.97TiO2 0.20 0.13 0.18 0.25 0.06 0.07 0.16SrO 0.11 0.02 0.25 0.15 0.13 0.14 0.07CuO - 0.12 0.11 0.07 - - -Cr2O3 - - 0.12 0.05 - - -ZrO2 0.01 - - 0.04 - - -ZnO 0.04 0.03 - 0.03 - 0.03 -Rb2O 0.04 0.02 0.01 0.01 - 0.01 -MnO2 0.88 0.48 - - 0.22 0.23 -
Br - 0.02 - - - - -Sum - - 100 100 100 100 100
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Bottom Ash Characterization
0
20
40
60
80
100
0 100 200 300 400 500
P (%
)
Size (µm)
PSTW-PSISTWEOMSWIEOMSWGM-PS
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Chemometric Analysis
Part III: Chemometric Analysis
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Chemometric Analysis
0K
0
Na
0
P
0
Mn
0
Fe
0 Mg0
Si
0
Ca
0
Al
0
Cl
0
S
0
K/Si
0
Cl/K
0
Cl/Si
0
<0,1 µm
0
0,1‐1µm
0
1‐2,5µm
0
>2,5µm
0
Tot
‐1
‐0,5
0
0,5
1
-1 -0,5 0 0,5 1
--ax
is F
2 (2
1,26
%) -
->
-- axisF1 (51,30 %) -->
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Chemometric Analysis
y = 0,686x + 28,659R² = 0,9349
0
10
20
30
40
50
60
70
0 10 20 30 40 50
% b
otto
m a
sh si
ze >
500
µm
(K + Si )molar fraction
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Conclusions
Pellets produced from agriculture and agrifood industriesresidues are promising to reduce pressure on wood markets.
Drawbacks : increase of PM emissions and ash depositionand agglomeration during combustion.
PM emissions were dominated by PM 1 (0.25-1µm). Theseemissions were affected the presence of K, Na and Cl andcorrelated to the K/Si molar ratio
PM emissions increase significantly for higher K/Si ratio.For lower K/Si ratio, K is retained by Si in the bottom ash.
Low ash content and the presence of Ca lead to ahomogenous bottom ash with lower particle size.
High ash content and the presence of K and Si lead to anagglomerated bottom ash with large particles
M. Jeguirim, A. Zorpas, N. Kraiem, M. Lajili, C. Guizani, Y. Leva, L. Limousy
June 25th 2016
Chemometric analysis for the relationship between mineral contents, particle matter and
bottom ash distribution during pellets combustion
The 4th International Conference onSustainable Solid Waste Management
Limassol, 23–25 June 2016