At present, there is little research on the multicomponent gas adsorption characteristics of coal with different metamorphisms. In this study, DH (low metamorphism), FGZ (medium metamorphism), and DSC (high metamorphism) coal samples were selected as the microscopic research objects, and the molecular models of them were constructed by means of elemental analysis, 13C NMR, and X-ray. The adsorption characteristics of coal with different metamorphisms under the binary component system (CO2 and N2) were explored by experiments and simulations at 298 K and 1000 kPa. The results showed that in the binary component system gas environment, the adsorption strength of CO2 is stronger than that of N2. DH has the highest isosteric heat of adsorption, and the adsorption strengths of CO2 and N2 is stronger than that for FGZ and DSC. The adsorption amounts of CO2 and N2 by three coal molecules are ranked as DH > FGZ > DSC. The sequence of adsorption selectivity of CO2/N2 is DH > FGZ > DSC > 1, which demonstrates the stronger competitiveness of CO2 than N2. The adsorption selectivity of CO2/N2 for DH is stronger than that for DSC. However, with the increase of the CO2 component, the adsorption selectivity of CO2/N2 for DH has a great influence, while DSC is relatively stable. The simulation results display a good agreement with the experimental results. The research can improve the accuracy and efficiency of inert injection measures and has guiding significance for the prevention and control of coal spontaneous combustion accidents by inert injection.
At present, there is little research on the multicomponent gas adsorption characteristics of coal with different metamorphisms. In this study, DH (low metamorphism), FGZ (medium metamorphism), and DSC (high metamorphism) coal samples were selected as the microscopic research objects, and the molecular models of them were constructed by means of elemental analysis, 13CNMR, and X-ray. The adsorption characteristics of coal with different metamorphisms under the binary component system (CO2 and N2) were explored by experiments and simulations at 298 K and 1000 kPa. The results showed that in the binary component system gas environment, the adsorption strength of CO2 is stronger than that of N2. DH has the highest isosteric heat of adsorption, and the adsorption strengths of CO2 and N2 is stronger than that for FGZ and DSC. The adsorption amounts of CO2 and N2 by three coal molecules are ranked as DH > FGZ > DSC. The sequence of adsorption selectivity of CO2/N2 is DH > FGZ > DSC > 1, which demonstrates the stronger competitiveness of CO2 than N2. The adsorption selectivity of CO2/N2 for DH is stronger than that for DSC. However, with the increase of the CO2component, the adsorption selectivity of CO2/N2 for DH has a great influence, while DSC is relatively stable. The simulation results display a good agreement with the experimental results. The research can improve the accuracy and efficiency of inert injection measures and has guiding significance for the prevention and control of coal spontaneous combustion accidents by inert injection.
Coal is widely used as
a kind of primary fossil fuel and a chemical
raw material all over the world.[1,2] However, the coal spontaneous
combustion easily leads to fire disasters during coal production,
transportation, and utilization, which causes serious resource waste,
environmental pollution, and is even threatening to workers’
lives and health.[3−5] For nearly half a century, coal chemistry scholars
at home and abroad have been devoted to exploring the molecular structure
properties of coal from a microscopic perspective, which not only
provides a methodological basis for the understanding of the nature
of coal but also has important significance for the study of the spontaneous
combustion characteristics of coal.Different from other macromolecular
organic matters, coal has no
united physical and chemical structural forms, so the compositions
and structures and morphological structures of coal molecules with
different metamorphism degrees vary significantly. According to the
coal metamorphism degree from low to high, coal can be divided into
three categories: lignite, bituminous coal, and anthracite.[6] Researchers[7−10] analyze the molecular structure changes of coal by
a variety of chemical experiments, such as pyrolysis, polycondensation,
etc., and explore the effect of small molecular structure products
produced by splitting decomposition on the changes of coal molecular
structure characteristics, to obtain the molecular structure of coal
by inverse deduction. Through continuous improvement and development,
the coal molecular structure model has successively gone through the
stages of the Fuchs model,[11] Given model,[12] Wiser model,[13] and
Shinn model.[14] In the present period, modern
techniques, such as X-ray, Raman spectroscopy, high-resolution transmission
electron microscopy (HRTEM), 13CNMR, and so on, are often
used for research and analysis. Lian et al.[15] based on X-ray photoelectron spectroscopy, 13CNMR, and
ultimate analysis and constructed the molecular model of the DMC scaffold
(DMC-S). Wu et al.[16] used XRD, FTIR, 13CNMR, SEM, and AFM techniques.In the study of gas
adsorption, CO2, N2,
CH4 and other mixed gases are mostly studied. Wu et al.[17] took bituminous coal as the research object,
and under the conditions of 298.15–318.15 K and up to 10,000
kPa, he carried out the grand regular Monte Carlo and molecular dynamics
simulations for the single, binary, and ternary component systems
of CO2, N2, and O2. Wu et al.[18] studied the ignition characteristics of bituminous
coal under the conditions of O2/N2 and O2/CO2 atmospheres. Gao et al.[19] studied the adsorption characteristics of CH4, CO2, N2, and H2O for lignite. Zhao et al.20 and Brochard et al.[21] studied
adsorption characteristics of CO2–CH4 binary component systems for a single type of coal. Li et al.[22] studied the molecular simulation of adsorption
characteristics of CH4, CO2, and N2 multicomponent gases in coal and the influence of gas adsorption
on coal spontaneous combustion. Zheng et al.[23] studied the multicomponent gases’ competitive adsorption
properties and its effects on the coal oxidations, which were investigated
by a gas adsorption analyzer and in situ FTIR spectroscopy. Gao et
al.[24] studied the synergistic mechanism
of CO2 and active functional groups during the low temperature
oxidation of lignite. Zhang et al.[25] used
thermal analysis and a programmed temperature rise to study the influence
of N2 on secondary coal oxidation from the aspects of thermal
behavior and fire-extinguishing ability of secondary coal oxidation.
In the study of coal with different metamorphic degrees, the scholars
mainly studied the adsorption of methanegas. Wang et al.[26] studied the changes of rock physical properties
and adsorption capacity of different ranks of coal. The results show
that the content of organic matter in vitrinite is the most, but the
content of organic matter is controlled by sedimentation and has nothing
to do with the coal rank. The lower the ratio of vitrinite to inert
rock, the greater the inherent watercontent, the more serious the
adsorption of methane. Li et al.[27] calculated
and simulated the energy of methane adsorption by different rank coals,
and the relationship of adsorption capacity of different coal samples
was as follows: high bituminous coal and anthracite > low bituminous
coal > medium bituminous coal; Gao et al.[28] found that the unit structure of coal was very important to the
accuracy of methanecontent through the simulation of methane adsorption
on different rank coals. The structure of the supermonomer indicates
the degree of coal metamorphism and has a great influence on the adsorption
of methane in coal. Meng et al.[29] used
the method of combining GCMC and DFT to study the adsorption mechanism
of coal methane with different degrees of deterioration at a 298 K
temperature and 0–100 bar pressure. The CO adsorption experiments
of different metamorphiccoals at a constant temperature and pressure
were studied by Liu et al.[30] The results
show that with the increase of coal rank, the adsorption capacity
of CO increases at first and then decreases.The above studies
mainly focus on the multicomponent gas adsorption
of a single type of coal, while the multicomponent gas adsorption
characteristics of coal with different metamorphism are rarely mentioned,
and there is a lack of targeted measures for the prevention and control
of spontaneous combustion of different types of coal. In order to
explore the microscopic mechanism of inert gas prevention and control
of coal spontaneous combustion accidents and improve the accuracy
and efficiency of inert gas measures, lignite from Danhou mine, bituminous
coal from Fangezhuang mine, and anthracite from Dashucun mine were
selected as the research objects in this manuscript. Elemental analysis
and 13CNMR and X-ray detection methods were adopted to
analyze and study coal samples and build a molecular structure model.
By using molecular mechanics (MM) and molecular dynamics (MD) simulations
and then the accuracy of simulation is verified by experiments, the
adsorption characteristics of coal with different metamorphisms under
CO2 and N2 binary component system environments
were explored from a microscopic perspective.
Results
and Discussion
Molecular Structure Modeling
and Optimization
Test Results of the Total
Elemental Analysis
After the experiment, the elemental analysis
results are shown
in Table . In order
to obtain more accurate elemental analysis results, the samples were
tested for elements C, H, N, S, and O, respectively. The relative
content values of the listed elements were determined by experiments
instead of the common subtraction method.
Table 1
Element
Composition of Coal Samples
name
weight (mg)
C (%)
H (%)
O (%)
N (%)
S (%)
DH
1.6530
58.88
4.36
25.38
0.65
0.21
FGZ
1.6770
80.17
4.76
4.728
1.51
1.29
DSC
1.8250
82.48
3.62
3.399
1.26
0.18
Result
Analysis of the Nuclear Magnetic
Resonance Carbon Spectra (13C NMR) Test
From the
results of nuclear magnetic resonance carbon spectra (13CNMR) tests of DH, FGZ, and DSC, it can be seen that the main chemical
shifts of DH and FGZ samples appear at 0–70 × 10–6, 100–170 × 10–6, and 210–250
× 10–6, and the main chemical shifts of DSC
appears at 100–150 × 10–6, as shown
in Figure .
Figure 1
13C NMR test carbon spectra and split peak fitting diagram
of DH (a), FGZ (b), and DSC (c).
13CNMR test carbon spectra and split peak fitting diagram
of DH (a), FGZ (b), and DSC (c).Due to the complexity of the coal structure and the limitation
of nuclear magnetic resonance technology, it is necessary to split
the peaks of the spectra to obtain more detailed structure information.
The 13CNMR carbon spectrum of coal samples is used for
the peak splitting operation, and the peak position was added as completely
as possible to ensure a high fitting degree and accuracy so that the
result of the peak splitting was more consistent with the experimental
results. After the split-peak fitting operation, data analysis is
performed on the results, and the structural attribution is determined
according to the chemical shift value; then, the relative area value
of each coal sample structure is used to calculate the 12 structure
parameters of the coal sample, as shown in Table .
Table 2
Structure Parameters
of Coal Samplesa
namea
fa
faC
fa′
faN
faH
faP
faS
faB
fal
fal*
falH
falO
DH
60.12
0.96
59.16
36.86
22.30
7.45
9.94
19.46
39.88
13.63
19.46
6.79
FGZ
82.69
0.64
82.05
26.28
55.77
2.56
5.77
17.95
17.31
6.41
10.26
0.64
DSC
98.22
1.93
96.29
19.25
77.04
0.53
9.34
9.38
1.78
0.24
0.26
1.29
fa:
total aromaticity carbon; faC: carbonyl group carbon; fa′: carbon in aromatic nucleus; faN: nonprotonated aromaticity carbon; faH: protonated aromaticity carbon; faP: oxygen-linked aromaticity carbon; faS: side branch aromaticity carbon; faB: bridging aromaticity carbon; fal: total aliphatic carbon; fal*: methyl carbon or quaternary carbon; falH: methylene carbon; and falO: oxygen-linked aliphatic carbon.
fa:
total aromaticity carbon; faC: carbonyl group carbon; fa′: carbon in aromatic nucleus; faN: nonprotonated aromaticity carbon; faH: protonated aromaticity carbon; faP: oxygen-linked aromaticity carbon; faS: side branch aromaticity carbon; faB: bridging aromaticity carbon; fal: total aliphaticcarbon; fal*: methyl carbon or quaternary carbon; falH: methylene carbon; and falO: oxygen-linked aliphaticcarbon.According to the value of structural
parameters, the important
parameter XBP of the macromolecular structure
can be calculated, namely, the ratio of aromaticity bridge carbon
to perimeter carbon. This parameter reflects the average value of
the degree of condensation of aromatic rings in the coal structure.. According to the formula, the XBP of
DH is 0.49, the XBP of FGZ is 0.28, and
the XBP of
DSC is 0.11.
Result Analysis of the
X-ray Photoelectron
Spectroscopy (XPS) Test
The results of X-ray photoelectron
spectroscopy (XPS) of DH, FGZ, and DSC show that different peak positions
correspond to different existing states of an element. As shown in Tables –5, the corresponding structural
attribution and proportion of the elements were obtained from the
split-peak fitting operation for each element.
Table 3
Structure Attributions of C, O, and
N Atoms in DH
atom
peak position (BE)
area (P)
relative area (%)
structure
attribution
C
283.81
17955.22
66.85
C–C
284.99
5584.85
20.8
C–H
286.25
824.32
3.07
C–O
287.81
2491.69
9.28
C=O
O
531.13
12761.57
29.31
C–O
531.27
12816.36
29.44
C–O
531.78
4710.54
10.82
C–O
532.55
13244.37
30.43
C=O
N
399.22
943.18
70.88
pyridinic nitrogen N-6
400.04
301.11
22.63
pyridinic nitrogen N-5
401.29
50.74
3.82
quaternary nitrogen
402.08
35.59
2.68
oxidized nitrogen
Table 5
Structure Attributions
of C, O, N,
and S Atoms in DSC
atom
peak position
(BE)
area (P)
relative area (%)
structure attribution
C
283.61
31471.28
67.64
C–C
284.42
11660.33
25.07
C–H
286.94
1171.96
2.52
C–O
289.18
2216.69
4.77
C=O
O
531.12
1639.02
12.63
C–O
531.73
11111.67
85.64
C=O
535.97
224.74
1.73
COOH
N
397.82
1054.98
51.25
N-6
399.41
428.13
20.81
N-5
401.13
105.38
5.12
N-Q
401.89
76.20
3.71
N-Q′
402.94
392.88
19.11
N–O
S
163.14
252.17
100
thiophene-S
The
Establishment of a Coal Macromolecular
Structure Model
According to the element, 13CNMR, and XPS detection result analyses, the proportion and quantity
of each structure in the coal macromolecular structure can be roughly
calculated. The macromolecular structure diagrams are drawn and revised
to get the final plan view of the DH, FGZ, and DSC macromolecular
structure models. Materials studio 8.0 can be used for structure optimization
and annealing simulation, a three-dimensional view of the coal macromolecular
structure model after optimization is obtained, as shown in Figure .
Figure 2
Macromolecular structure
diagram of DH (a), FGZ (b), and DSC (c).
Macromolecular structure
diagram of DH (a), FGZ (b), and DSC (c).
Optimization of the Unit Cell Density Structure
The result shows that the density corresponding to the lowest energy
of coal molecules reached for the first time cannot reflect the true
density of coal, and the density corresponding[21] to the lowest energy value is more accurate after exceeding
the value. After the simulation, the DH macromolecular model density
is 1.15 g/cm3 and the energy is 1008.244 kcal/mol; the
FGZ macromolecular model density is 1.1 g/cm3 and the energy
is 1652.33 kcal/mol; the DSC macromolecular model density is 1.15
g/cm3 and the energy is 895.073 kcal/mol, as shown in Figure .
Figure 3
Macromolecular structures
of DH (a), FGZ (b), and DSC (c) with
their unit cell structures.
Macromolecular structures
of DH (a), FGZ (b), and DSC (c) with
their unit cell structures.
Data Analysis of Adsorption Characteristics
The molecular models of CO2 and N2 were drawn
in Materials Studio 8.0 software, and both were optimized by using
the geometric optimization and energy tasks in the force module. Figure shows the optimized
molecular model of CO2 and N2, with a C=O
bond distance of 1.160 Å and a N≡N bond distance of 1.098
Å, for the adsorption simulation study.
Figure 4
Molecular models of CO2 (a) and N2 (b).
Molecular models of CO2 (a) and N2 (b).
Isosteric Heat of Adsorption
Adsorption
heat refers to the direct interaction between the adsorbent and the
adsorbate, and the heat released in the process of gas adsorption
reflects the adsorption strength to some extent.[17,31]Figure shows that
the isosteric heat of adsorption of CO2 for DH is about
8.8–9.0 kcal/mol, that for FGZ is about 8.6–8.9 kcal/mol,
and that for DSC is about 8.2–8.4 kcal/mol; the isosteric heat
of adsorption of N2 for DH is about 4.5–4.8 kcal/mol,
that for FGZ is about 4.2–4.5 kcal/mol, and that for DSC is
about 4.4–4.7 kcal/mol. Therefore, the isosteric heat of adsorption
is CO2 > N2, and the isosteric heat of CO2 is about twice as much as that of N2, that is,
the adsorption strength of CO2 is obviously stronger than
that of N2. The isosteric heat of adsorption of CO2 in the mixed gas environment by three coal molecules are
ranked as DH > FGZ > DSC; but that of N2 are ranked
as
DH > HD > DSC. It can be seen that the DH lignite with low metamorphism
has the strongest adsorption strength for CO2 and N2compared with other two kinds of coal. Because the O contents
of DH is much higher than that of FGZ and DSC, as shown in Table , the O contents can
significantly enhance the isosteric adsorption heat of CO2 and N2.[32−34]
Figure 5
Isosteric heat of adsorption for DH, FGZ, and DSC at 298
K and
1000 kPa.
Isosteric heat of adsorption for DH, FGZ, and DSC at 298
K and
1000 kPa.It can be seen from the isosteric
heat of adsorption of CO2 and N2 in the CO2/N2 mixed
gas environment for DH, FGZ, and DSC that the minimum value of CO2/N2 appears at the CO2component that
is less than 10%. At this point, the adsorption strength is weak,
and the possibility of desorption is greater. When the CO2component is greater than 10%, the isosteric heat of adsorption
of CO2/N2 for the three coal samples generally
shows an upward trend. With the increase of the component of CO2, the adsorption strength of CO2 and N2 also increases, and the adsorption becomes more firm, and the possibility
of desorption reaction decreases.
Adsorption
Amount and Adsorption Selectivity
Adsorption
Amount
The adsorption
amount simulated by the sorption module in Materials Studio 8.0 software
is in the form of the number of adsorbed gas molecules, and the unit
is the number of average molecules/cell. Therefore, it is necessary
to convert the simulated value into the actual value of a unified
unit and introduce the conversion formula,[19], where a means the number
of adsorption molecules and M indicates the relative
molecular weight of coal molecules, in g/mol; A is
the result of unit conversion, in mmol/g.The molecular formula
of DH is C215H191O30N, MDH = 3265 g/mol, the molecular formula of FGZ is C156H121O10N3S, MFGZ = 2227 g/mol, and the molecular formula of DSC is
C166H108O7N2, MHD = 2240 g/mol. The calculation results are
shown in Figure a.
Figure 6
Adsorption
amounts of CO2 and N2 for DH,
FGZ, and DSC from simulation (a) and experiment (b) at 298 K and 1000
kPa.
Adsorption
amounts of CO2 and N2 for DH,
FGZ, and DSC from simulation (a) and experiment (b) at 298 K and 1000
kPa.In the pure CO2 adsorption
environment (the component
of CO2 is 100%), the adsorption amount for DH is 7.03 mmol/g,
that for FGZ is 5.67 mmol/g, and that for DSC is 4.95 mmol/g; in the
pure N2 adsorption environment (the component of CO2 is 0%), the adsorption amount for DH is 2.59 mmol/g, that
for FGZ is 2.38 mmol/g, and that for DSC is 1.64 mmol/g. The adsorption
amounts of CO2 and N2 in the mixed gas environment
by three coal molecules are ranked as DH > FGZ > DSC, which
closely
agrees with the simulation result from Gao et al.[28] that the high metamorphism of coal is negative to the adsorption
amounts of CO2 and N2. This is contrary to the
fact that researchers generally believe that the adsorption amount
of coal is positively correlated with the degree of metamorphism[34,35] However, many researchers have found that the coal metamorphism
is not linearly related to the adsorption amount.[27,29,36,37] According
to our research, DH is a lignite with low metamorphism, and its oxygen-containing
functional groups (OCFGs) are much higher than that of the other two
coal samples. There are more OCFGs, including 2 —C=O,
16 −O–, 1 −COOH, and 5 —C(=O)—O;
FGZ is a medium metamorphism bituminous coal, and its molecular structure
consists of six —C=O and four −OH; DSC is anthracite
with high metamorphism, including two —C=O, two −OH,
one −O–, and one —C(=O)—O. The
surface OCFGs can significantly enhance the CO2 and N2 adsorption amount.[31]As
can be seen from the adsorption amount curve, when the component
of CO2 is less than 10%, CO2 adsorption is in
a state of rapid growth, N2 adsorption is in a state of
rapid decline, and the adsorption amount of N2 is less
than 1 mmol/g. When the component of CO2 was divided into
10–60%, the CO2 adsorption showed a slow upward
trend, and the N2 adsorption showed a slow downward trend,
tending to 0 mmol/g. When the component of CO2 is greater
than 60%, the CO2 adsorption tends to be saturated, and
the N2 adsorption is close to 0 mmol/g.In order
to ensure the validity of experimental data, error analysis
was carried out for each experiment of three kinds of coal samples.
The concepts of uncertainty and confidence interval are introduced.
The uncertainty of the measured adsorption amount of CO2/N2can be estimated as X (measured) ± δX, , where the value X (measured) is the mean value of the n set of repeated
experiments, σ is the standard deviates of repeated experiment
data.[38,39]Figure b plotted the mean value and error bar of adsorption
amount of CO2/N2 after repeated experiments
and determined the uncertainty of CO2/N2 measured.
The relative uncertainty of the adsorption amount of CO2/N2 measurements is less than 6% (±2σ/–T) with 95% confidence.The
adsorption experiment results showed that the variation trend
of the adsorption amount was consistent with the simulation results,
as shown in Figure ; the adsorption amount of CO2 was greater than N2, and the adsorption amount of CO2 and N2 in the mixed gas environment by three coal molecules are also ranked
as DH > FGZ > DSC. There are errors between the adsorption amount
of experiment and the average adsorption amount from simulation, as
shown in Figure .
The simulation results of the CO2 adsorption amount are
generally higher than the experimental results, which may be affected
by coal ash. The experimental results of the N2 adsorption
amount were higher than the simulated results, which is due to the
fact that the N2 adsorption amount was small and tended
to be 0 mmol/g after the CO2component was greater than
20%. Therefore, the experimental instrument accuracy is not enough
and the measurement value is relatively large. Meanwhile, the errors
may be caused by insufficient adsorption, inaccurate measurements,
and improper storage of samples. The mean absolute error (MAE) between
experimental and simulated results of CO2 is less than
1.2 and that of N2 is less than 0.15. Therefore, it is
feasible to study gas adsorption behavior by constructing coal molecules.
Figure 7
Mean absolute
error (MAE) between experimental and simulated for
DH (a), FGZ (b), and DSC (c).
Mean absolute
error (MAE) between experimental and simulated for
DH (a), FGZ (b), and DSC (c).
Adsorption Selectivity
Adsorption
selectivity is a criterion used to assess the performance of a sorbent
in preferentially adsorbing one species in a binary mixed atmosphere.[29] The adsorption selectivity,[17,20,29], is defined as SCO where xCO (or xN) and yCO (or yN) represents the mole fraction of species CO2 (or
N2) in the adsorbed phase and bulk phase, respectively.
Therefore, the fact that the adsorption selectivity SCO is larger than 1 indicates
that the competitive capacity of adsorbateCO2 in the mixed
components is stronger than adsorbate N2, and the greater
the selectivity, the stronger the adsorption. If the SCO is less than 1, the competitive
adsorption capacity of adsorbate N2 is stronger than adsorbateCO2. The SCO is equal to 1, which means that the competitive adsorption
capacity of adsorbates CO2 and N2 is equal.To ascertain the competitive ability of the coal with different metamorphisms
for CO2 and N2, the adsorption selectivity is
presented in Figure a, with various components of CO2 at 298 K and 1000 kPa.
The SCO values
of three coal samples are greater than 1, which indicates that CO2 is much more competitive than N2. The SCO ranges of DH is
between 44 and 66, the SCO ranges of FGZ is between 40 and 56, and the SCO ranges of DSC is
between 37 and 44; the sequence of SCO was DH > FGZ > DSC. It can be seen that
the
adsorption selectivity of CO2/N2 for DH with
low metamorphic is stronger than that for DSC with a high metamorphic
degree, indicating that the adsorption selectivity of CO2/N2 on the metamorphic degree is negative. After linear
fitting of the adsorption selectivity values, the adsorption selectivity
of CO2/N2 to coal samples was negatively correlated
with the component of CO2 in the mixed gas environment;
the |k| of the fitted curve is DH > FGZ > DSC.
With
the increase of the CO2component, the adsorption selectivity
of CO2/N2 for DH with low metamorphism has a
great influence, while DSC with high metamorphism is relatively stable.
Figure 8
Adsorption
selectivity of CO2/N2 for DH,
FGZ, and DSC from simulation (a) and experiment (b) at 298 K and 1000
kPa.
Adsorption
selectivity of CO2/N2 for DH,
FGZ, and DSC from simulation (a) and experiment (b) at 298 K and 1000
kPa.According to the experimental
results, the adsorption selectivity
of CO2/N2 is calculated as shown in Figure b. The trend and
|k| of the fitted curve of DH, FGZ, and DSC from
experiment are similar to simulation. However, the SCO of DH ranges from 29 to 41,
the SCO of FGZ
ranges from 25 to 34, and the SCO of DSC ranges from 23 to 30. All the SCO from experiment
are smaller than those from simulation. According to the MAE analysis
in Section , due to the small N2 adsorption amount and the insufficient
precision of the experimental instrument, the measured value is relatively
large, and the calculation result of adsorption selectivity is relatively
small.To a certain extent, the results of simulation and experiment
reveal
the adsorption characteristics of coal with different metamorphic
degrees in a binary mixed gas environment. In order to study this
phenomenon further, we will continue to analyze and summarize more
coal samples to obtain more perfect research conclusions.
Conclusions
In order to study the adsorption
characteristics of coal with different
metamorphisms in the environment of binary component system gases
of CO2 and N2, the macromolecular structure
models of DH, FGZ, and DSC were constructed by using elemental analysis
and 13CNMR and XPS detection methods. By means of simulation
and experiment, the microscopic mechanism of CO2 and N2 mixed gases adsorbed by coal with different metamorphisms
was explored.Molecular mechanics (MM) and molecular dynamics
(MD) simulations
were used to optimize the molecular structure, and GCMC simulation
was used to calculate the isosteric heat of adsorption and the adsorption
amounts of three kinds of coal samples in the multicomponent gas environment
of different proportions at 298 K and 1000 kPa. After comparison and
analysis with the experimental values, the following relationships
were obtained: (1) For the same coal sample, the adsorption strength
of CO2 is stronger than that of N2; for different
coal samples, the DH with low metamorphism has the highest isosteric
heat of adsorption, namely, the strongest adsorption strength for
CO2 and N2, which is stronger than FGZ and DSC.
(2) The adsorption amounts of CO2 and N2 from
three coal molecules are ranked as DH > FGZ > DSC, indicating
that
high metamorphism of coal is negative to the adsorption amounts of
CO2 and N2. (3) The sequence of adsorption selectivity
of CO2/N2 was DH > FGZ > DSC > 1, which
demonstrates
the stronger competitiveness of CO2 than N2.
(4) The adsorption selectivity of CO2/N2 for
DH with a low metamorphic degree is stronger than that for DSC with
a high metamorphic degree. However, with the increase of the CO2component, the CO2/N2 adsorption selectivity
for DH with low metamorphism has a great influence, while DSC with
high metamorphism is relatively stable. The research can improve the
accuracy and efficiency of inert injection measures and has guiding
significance for the prevention and control of coal spontaneous combustion
accidents by inert injection.
Experimental and Simulation
Methods
Experimental Methods
Sample
Preparation
Select lignite
from Danhou mine (DH), bituminous coal from Fangezhuang mine (FGZ),
and anthracite from Dashucun mine (DSC) samples remove respectively
the surface part of large fresh coal samples and crush them into 60–80
mesh pulverized coal; use hydrofluoric acid to demineralize the pulverized
coal to reduce the influence of minerals in the pulverized coal on
the experiment analysis results; then, clean the demineralized pulverized
coal until the solution becomes neutral; finally, put the pulverized
coal into the drying box, and vacuum packaging is carried out immediately
after drying for 12 h.
Elemental Analysis
The elemental
analysis of the sample is conducted on the basis of the national standard
(GB/T 476-2008) to determine the dry mineral–matter free content
of elements C, H, N, S, and O in the coal macerals.
Nuclear Magnetic Resonance Carbon Spectra
(13C NMR) Test
The nuclear magnetic resonance
carbon spectra (13CNMR) are tested on the JNM-ECZ600R
spectrometer at the Zhong Ke Bai Ce laboratory; the resonance frequency
is 150.91 MHz. Use a 3.2 mm probe to record the spectra at a 15 kHz
rotation rate at room temperature. The experiment delay time is 3
s, and the contact time is 2 ms. The number of scans is 2000.
X-ray Photoelectron Spectroscopy (XPS) Test
X-ray photoelectron
spectroscopy (XPS) test is performed on a Thermo
escalab 250Xi X-ray photoelectron spectrometer (XPS) at the Zhong
Ke Bai Ce laboratory. Use a 180° hemispherical energy analyzer,
Al target, power of 150 W, 650 μm beam spot, voltage of 14.8
kV, and current of 1.6 A; and use the pollution carbonC1s = 284.8
eV to complete the charge calibration. The common energy for a narrow
scan is 20 eV and 100 eV for a wide scan, and the vacuum degree is
1 × 10–10 mbar.
Adsorption
Experiments
The principle
of the adsorption experiment system is shown in Figure , including the vacuum pumping system, the
adsorption reaction system, and the data acquisition system. The vacuum
pumping system includes a vacuum pump, a vacuum pressure gauge, and
an adsorption cylinder; the adsorption reaction system includes a
high-pressure gascylinder, pressure gauge of mixed gas, hose, and
adsorption cylinder; the data acquisition system includes an adsorption
cylinder, pressure gauge, and a gaschromatograph. Through direct
observation, read the pressure difference between the adsorption cylinder
and the pressure gauge before and after the adsorption reaction, and
calculate the total adsorption amount of the system; the content of
each component was determined by gaschromatography.
Figure 9
Adsorption experiment
system.
Adsorption experiment
system.The pulverized coal is placed
in the adsorption tank, because the
pressure is proportional to the amount of the material at room temperature.
Therefore, the gas pressure ratio is the gascomponent ratio. The
mixed gas was mixed in different proportions and injected into the
adsorption cylinder for the adsorption experiment. The experiment
lasted for 24 h. The difference value of the pressure gauge and the
gas data of each component detected by the gaschromatograph were
read to calculate the adsorption amount. It was set that the CO2 group was divided into a group of 0–100% and every
interval of 20%. Coal is a known substance whose structure may vary
greatly.[40] In order to reduce the experimental
error, a total of 18 experiments were carried out on the three kinds
of coal samples, each of which was conducted for three times.
Simulation Methods
The
Establishment of a Coal Molecular Structure
Model
We perform the results of nuclear magnetic resonance
carbon spectra (13CNMR) and X-ray photoelectron spectroscopy
(XPS) to split-peak fitting operation. According to the fitting results,
attribution and parameters of the carbon skeleton structure as well
as the heteroatom structure attribution are determined, respectively.
Then, build a plan view of a coal macromolecular structure model with
reference to the test results of elemental analysis, and make the
nuclear magnetic resonance carbon spectra (13CNMR) prediction
about the plan view drawn. By comparing the predicted spectra with
the nuclear magnetic resonance carbon spectra (13CNMR)
test, the structural connection position and method are further adjusted
to obtain a relatively accurate plan view of the coal macromolecular
structure model.By using the Geometry Optimization task in
the Forcite module of Materials Studio 8.0 software to geometrically
optimize the coal macromolecular structure model plan view, in which
the Dreiding force field[41,42] is selected, the maximum
number of iteration steps is 50,000; annealing kinetics simulation
is performed on the optimized model in the previous step to overcome
the energy barrier.[43] Select the Anneal
task in the Forcite module, and set the temperature to 300–600
K, the heating step to 5, the cycle step to 10,000 steps, and the
cycle to 10 times. Set the time step to 1 fs and the temperature to
constant with the Nose temperature control. In this way, we can obtain
the final optimized coal molecular structure model diagram.
Optimization of a Unit Cell Density Structure
Amorphous
Cell module in Materials Studio 8.0 software is used
to construct a unit cell structure. Set an initial density value of
0.7 g/cm3, a final density value of 1.4 g/cm3, an interval of 0.05 g/cm3, and a number of molecules
of three; thus, periodic boundary conditions are added to coal molecules
to explore the optimal geometric structure under periodic boundary
conditions.
Grand Canonical Ensemble
Monte Carlo (GCMC)
Simulation
Use the Fixed pressure task in the Sorption module
of Materials Studio 8.0 software to calculate the isothermal and isobaric
adsorption simulation processes. The optimized molecular models of
DH, FGZ, and DSC are used as adsorbents, and the gas mixture containing
CO2 and N2 is used as adsorbent. The simulated
temperature is 298 K, the pressure is 1 MPa, and the balance steps
and production steps are 106 and 107, respectively;
the simulated force field continues to use Dreiding, the charge balance
method is QEq, the maximum calculation steps are 5000 steps, and the
convergence standard is 5e–4 e; van der waals and
electrostatic interactions are calculated based on Atom-based and
Ewald and Group methods, respectively, and the cutoff distance is
18.5 Å.By setting values of different partial pressure
ratios and adjusting the composition of gaseous substances, multiple
sets of data simulation and comparative analysis of the macromolecular
structures of DH, FGZ, and DSC are carried out. The component of CO2 was set as a group from 0 to 100% every 10%, and 1, 5, 95,
99%, and pure N2 were set, respectively, which means that
there were 45 groups of simulation tasks for three kinds of coal samples.
Table 4
Structure Attributions of C, O, N,
and S Atoms in FGZ