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Prediction of Adsorption Equilibrium of VOCs onto Hypercrosslinked Polymeric Resin at Environmentally Relevant Temperatures and Concentrations using Inverse Gas Chromatography Lijuan Jia, Jiakai Ma, Qiuyi Shi, and Chao Long Environ. Sci. Technol., Just Accepted Manuscript • DOI: 10.1021/acs.est.6b05039 • Publication Date (Web): 12 Dec 2016 Downloaded from http://pubs.acs.org on December 12, 2016
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Environmental Science & Technology
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Prediction
of
Adsorption
2
Hypercrosslinked Polymeric Resin at Environmentally Relevant
3
Temperatures
4
Chromatography
and
Equilibrium
Concentrations
of
using
VOCs
Inverse
onto
Gas
Lijuan Jiaa, Jiakai Maa, Qiuyi Shia, Chao Longa,b,*
5 6
a
7
Environment, Nanjing University, 163 Xianlin Avenue, Nanjing 210023, China
8
b
9
Engineering Research Institute, 888 Yingbin Road, Yancheng 22400, China
10
*Corresponding author. Phone: +86 25 89680380, E-mail:
[email protected] State Key Laboratory of Pollution Control and Resource Reuse, School of the
Nanjing
University
Yancheng
Environmental
Protection
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Abstract
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Hypercrosslinked polymeric resin (HPR) represents a class of predominantly
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microporous adsorbents and has good adsorption performance towards VOCs.
27
However, adsorption equilibrium of VOCs onto HPR are limited. In this research, a
28
novel method for predicting adsorption capacities of VOCs on HPR at
29
environmentally relevant temperatures and concentrations using inverse gas
30
chromatography data was proposed. Adsorption equilibrium of six VOCs (n-pentane,
31
n-hexane, dichloromethane, acetone, benzene, 1, 2-dichloroethane) onto HPR in the
32
temperature range of 403-443K were measured by inverse gas chromatography (IGC).
33
Adsorption capacities at environmentally relevant temperatures (293-328K) and
34
concentrations (P/Ps = 0.1-0.7) were predicted using Dubinin-Radushkevich (DR)
35
equation based on Polany’s theory. Taking consideration of the swelling properties of
36
HPR, the volume swelling ratio (r) was introduced and r·Vmicro was used instead of
37
Vmicro determined by N2 adsorption data at 77K as the parameter q0 (limiting
38
micropore volume) of the DR equation. The results showed that the adsorption
39
capacities of VOCs at environmentally relevant temperatures and concentrations can
40
be predicted effectively using IGC data, the root-mean-square errors between the
41
predicted and experimental data was below 9.63%. The results are meaningful
42
because they allow accurate prediction of adsorption capacities of adsorbents more
43
quickly and conveniently using IGC data.
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TOC
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Introduction
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The continuous discharge of volatile organic compounds (VOCs) such as
53
halohydrocarbons, alkanes and ketones has caused severe outdoor air pollution. They
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may undergo photochemical reactions with nitrogen oxides in the presence of sunlight,
55
yielding even more hazardous compounds,1, 2 such as secondary organic aerosol (SOA)
56
particles,3-7 and leading to the formation of photochemical smog and ozone depletion.
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With the increasing awareness of environmental protection, regulations on VOCs
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emission have grown more stringent worldwide. Therefore, it is urgently required to
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develop environmentally friendly technologies to minimize the release of VOCs into
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the atmosphere. 3
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Adsorption has been proven to be an effective approach to remove VOCs from the
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gas streams with high removal efficiencies and simple process units.8-10 The core of
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adsorption process technology is to develop suitable adsorbents with high specific
64
surface, stable physical, chemical properties and regenerability on site, etc.
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Hypercrosslinked polymeric resin (HPR) represents a class of predominantly
66
microporous adsorbents with high surface areas and high micropore volume.11,
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Adsorption equilibrium of some VOCs onto HPR has been investigated, such as
68
halohydrocarbon,15-17 benzene,16-18 methyl ethyl ketone,18 and alkanes,19-21 indicating
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that HPR has good adsorption performance towards VOCs.18-22 However, compared
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with activated carbon, the adsorption equilibrium data of VOCs onto HPR are limited.
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Adsorption isotherm and adsorption capacity are the essential part for modeling,
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simulating, and optimizing the adsorption system in engineering applications. The
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commonly used methods for measuring VOCs adsorption isotherms include
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gravimetric and volumetric methods.23 However, both of the methods are time
75
consuming and may be affected by toxicity or the availability of the adsorbate.
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Recently, it has been proved that inverse gas chromatography (IGC) is a
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straightforward and very sensitive technique for the characterization of porous
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adsorbent.24-28 Compared with traditional gravimetric and volumetric methods, the
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smaller amount of adsorbent and the shorter experimental time were required for IGC
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measurements at the finite concentration to determine adsorption isotherms. However,
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it is noted that the adsorbent-packed column temperature of IGC such as
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343-548K,29-34 is generally higher than the operation temperature of adsorption units 4
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in practical engineering application. Moreover, the VOCs concentrations measured in
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IGC are far lower than the emission concentration of VOCs from manufacturing
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facilities.32-34 For the design of a reliable adsorption system, therefore, it is necessary
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to predict the adsorption isotherms at environmentally relevant temperatures and
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concentrations (corresponding to practical environmental systems) according to the
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adsorption equilibrium
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Dubinin-Radushkevich (DR) model based on Polanyi potential theory is commonly
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used for describing physical adsorption of organic vapors onto microporous
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adsorbents.35-37 According to Polanyi potential theory, the curve of adsorbed volume
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against adsorption potential, which is called adsorption characteristics curve,37 is
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independent of temperature,38 allowing the use of DR equation without introducing
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any additional parameters to predict adsorption isotherms at other temperatures in
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terms of that at experimental temperature. Therefore, if the adsorption isotherms
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obtained using IGC can be described well with DR equation, it would be possible to
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predict the adsorption isotherms at environmentally relevant temperatures and
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concentrations according to IGC data.
data
obtained using IGC. It is well-known
that
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The aim of this present study is to predict the adsorption isotherms of VOCs onto
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HPR at environmentally relevant temperatures and concentrations using a
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combination of DR model and adsorption equilibrium data determined by IGC. The
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adsorption isotherms of several VOCs (n-pentane, n-hexane, dichloromethane,
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acetone, benzene and 1, 2-dichloroethane) at 403K, 423K, and 443K were measured
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using IGC at the finite concentration, and the traditional gravimetric method was used 5
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to determine adsorption isotherms at environmentally relevant temperature
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(293-328K). The accuracy of the prediction was assessed by comparing the predicted
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adsorption capacities with experimental capacities at environmentally relevant
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temperatures and concentrations. To the best of our knowledge, this is the first time
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that the adsorption capacities of polymeric resin for VOCs at environmentally
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relevant temperatures and concentrations were predicted using IGC.
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Materials and experiments
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Materials. N-pentane, n-hexane, dichloromethane, acetone, benzene and 1,
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2-dichloroethane were supplied by Nanjing Chemical Reagent Company, China
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(>99.5% purity). The HPR were synthesized by suspension polymerization of
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4-Vinylbenzyl chloride and divinylbenzene followed by a Friedel-Crafts-type
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post-cross-linking reaction using 1, 2-dichloroethane as solvent; the synthetic process
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was provided in detail in our previous study.
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post-cross-linking reaction, two resins with different pore structure parameters were
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obtained, and named HPR-1 and HPR-2, respectively.
28
By controlling the degree of
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Characterization. Nitrogen adsorption-desorption isotherms at 77 K were
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measured using an ASAP 2010 (Micromeritics Instrument Co., USA). The specific
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surface area was determined using the N2 isotherms data by the means of BET
123
equation. The micropore pore volume (Vmicro) and mesopore pore volume (Vmeso)
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were calculated from the N2 isotherms data by Dubinin–Radushkevich (DR) and
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Barrett–Joyner–Halena (BJH) methods, respectively. The pore size distributions were
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calculated by applying the density functional theory (DFT) to N2 isotherm data. In 6
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addition, the swelling property of HPR was studied by VOCs solvent adsorption in a
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column. The column was made of glass (ID=5mm) with a porous plate at the bottom.
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The solvent was pumped into the column by the peristaltic pump (LongerPump,
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China) continuously with a flow velocity of 5mL/min. After the height of resins was
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constant and stable, the volume swelling ratio (r) was determined by comparing the
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height of dry resins (H0) and swollen resins (Ht) (Equation 1). The experiment was
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conducted for three times to obtain an average value for all the VOCs.
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r = (Ht-H0)/H0
(1)
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Adsorption equilibrium: Inverse gas chromatograph method (IGC). IGC
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experiments were carried out in a gas chromatograph (Shimadzu GC2014, Japan)
137
equipped with a flame ionization detector. The injector and detector were stabilized in
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the GC system at 453 K and 523 K, respectively. The adsorption experiments were
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operated in the column temperature range of 403-443K under a nitrogen flow rate of
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35 ml/min. The resins (1 g) were dried at 383 K and placed in the chromatographic
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stainless steel column (50 cm length, 3 mm i.d.). Experiments were carried out at
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finite dilution region. To satisfy the finite concentration, small amounts (1-10 µL) of
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pure hydrocarbons (n-pentane, n-hexane, dichloromethane, acetone, benzene and 1,
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2-dichloroethane) were injected separately with a 10 µL syringe into the GC and were
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eluted isothermally. For each measurement, at least three repeated injections were
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taken, obtaining reproducible results.
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Adsorption isotherms were obtained from the chromatographic peaks using a
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characteristic-peak elution method.24 When the adsorbate density, molecular weight 7
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and the volume injected are accurately known and the corrected carrier gas flow rate,
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Fc, remains constant, the adsorbate partial pressure, p, is calculated as Equation 2:
p=
151
qhi RT
(2)
Fc Speak
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In which q is the injection amount (mol), hi is the particular height at corresponding
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concentration (µV) (shown in Figure S124), Speak is the area of the chromatographic
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peak (µV·s), R is the ideal gas constant (8.314 m3 Pa/mol K), T is the temperature of
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the column (K), Fc is the corrected flow rate (Equation 3; cm3/min),
=
156
(3)
157
where Fm is the uncorrected flow rate (cm3/min), Tamb is the ambient temperature
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(K), j is the James-Martin factor for the correction of gas compressibility when the
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column inlet (Pi) and outlet (P0) pressures are different and it is given by:
161 162
2
3 pi /p0 -1 2 pi /p0 3 -1
j=
160
(4)
The amount adsorbed at different i values Vi (mol/g) could be calculated from Equation 5:
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=
(5)
164
where m is the mass of polymer in the column, Si(µV·s)indicates the adsorbent
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holdup contribution and is the area at a peak height of hi, but it differs from Speak in
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the respect that it includes the adsorbent holdup time, shown as the shaded area in
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Figure S1.
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Adsorption equilibrium: Gravimetric method. The adsorption of VOCs at
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environmentally relevant concentrations and temperatures was determined by 8
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gravimetric method. The detailed experimental apparatus and adsorption procedure
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have been described previously.17 Briefly, about 0.1 g of HPR was precisely weighed
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out and put into the glass adsorption column. The carrier gas containing a scheduled
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concentration of VOCs vapor was passed through the column until the weight of the
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column become stable, and the equilibrium amount adsorbed was equal to the weight
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change of adsorbent before and after the adsorption process. After a series of
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equilibrium VOCs uptakes at different relative pressures, the VOCs isotherm was
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obtained at the destined temperature (293-328K). Here, a high precision microbalance
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(AL104, Mettler Toleod,Switzerland) was adopted as the weighing device. The
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adsorption of n-pentane, n-hexane and dichloromethane at environmentally relevant
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temperature were conducted on HPR-1 and acetone, benzene, 1, 2-dichloroethane on
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HPR-2.
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Results and discussion
183
Characterization of the hypercrosslinked polymeric resins. The N2 adsorption–
184
desorption isotherms of HPR-1 and HPR-2 at 77 K are demonstrated in Figure 1(a).
185
According to IUPAC classification, both of them were typical of adsorbents with a
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predominantly microporous structure, since the majority of pore-filling occurred at
187
relative pressures below 0.1. The higher adsorption capacities of nitrogen on HPR-1
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resulted from the higher degree of post-cross-linking reaction of HPR-1 than HPR-2.
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The slope of the plateau at medium relative pressures and accelerated uptake at higher
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relative pressure meant that they contained a proportion of mesopores and macropores.
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The pore size distributions of two resins are shown in Figure 1(b). It is clearly 9
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observed from Figure 1(b) that the two adsorbents showed a similar pore size
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distribution because of the similar synthesis method. The salient pore structure
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parameters are shown in Table 1.
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Adsorption isotherms by IGC and DR modeling. Adsorption isotherms of six
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VOCs
(n-hexane,
n-pentane,
dichloromethane,
acetone,
benzene,
and
1,
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2-dichloroethane) onto HPR-1 at the temperature of 403, 423, and 443 K are
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presented in Figure 2. The isotherms were calculated from chromatographic peaks
199
according to the method described above. At lowering temperature, the increasing of
200
the maximum amount adsorbed (qv) was observed; very small pressure values
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indicated that the surface coverage is low.
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Dubinin–Radushkevich (DR) model, which is based on Polanyi adsorption
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potential theory, is a commonly used isotherm model for physical adsorption of
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organic vapors onto microporous adsorbent and can be defined as the following
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equations:
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qv =q0 exp(-(ε/E)2 )
(6)
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ε=RTln(Ps /P)
(7)
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Where qv is the volume adsorbed capacity (mL/g), E is the characteristic adsorption
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energy (KJ/mol), q0 is the limiting micropore volume (mL/g), ε is the adsorption
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potential (KJ/mol), calculated by Equation 7.
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For a given adsorbent,the parameter q0 of DR equation has been shown to relate to
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the microporous structure of the adsorbent and is generally assumed to be a constant
213
regardless of which adsorbates are used. Since the swelling of HPR is negligible for 10
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the adsorption of VOCs on HPR-1 at lower relative pressure measured by IGC, q0 was
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assumed to be equal to Vmicro calculated by N2 adsorption isotherms at 77 K. The
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fitting results of adsorption isotherms using DR equation for every temperature are
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listed in Table S1. Clearly, the experimental data were well fitted by the DR equation
218
with the correlation coefficient R2 larger than 0.845. In addition, according to the
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Polanyi adsorption potential theory, plots of adsorbed volume qv against ε will form
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an adsorption characteristic curve, and can be employed to examine whether the
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Polanyi adsorption potential theory mechanistically captures the adsorption process of
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compounds by adsorbent.39, 40 The Figure 3 presents plots of qv against the adsorption
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potential (ε) of six VOCs on HPR-1. It is shown clearly that the data at three
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temperatures fell essentially onto a single curve for each adsorbate. The characteristic
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adsorption curves of six VOCs on the HPR-1 were fitted with DR equation. It is
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learned from Figure 3 that the fitting curves were in good agreement with the
227
experimental data. The fitting parameters were listed in Table S2. The above results
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suggested the mechanistic usefulness of Polanyi adsorption potential theory to VOCs
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adsorption on HPR-1 and the feasibility of using DR equation to describe the
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adsorption isotherms of VOCs. Moreover, it is pivotal because it allowed to predict
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adsorption isotherms at environmentally relevant temperature without introducing any
232
additional parameters according to adsorption equilibrium data obtained by IGC
233
method.
234
Prediction of the adsorption capacities on HPR-1 at environmentally relevant
235
temperatures and concentrations. It is known that the characteristic adsorption 11
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curves (qv vs. ε) are independent of temperatures. Therefore, the adsorption capacities
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at environmentally relevant temperatures (293-328 K) and concentrations (p/p0=
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0.1-0.7) on HPR-1 would be predicted using the adsorption equilibrium data obtained
239
by IGC at higher temperature (403, 423, and 443 K). The parameters of q0 and E of
240
DR equation were set to the microporous volume of HPR-1 (Vmicro=0.53) and the
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fitting E values of adsorption equilibrium data at the high temperatures (listed in
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Table S2), respectively. The predicted adsorption capacities of n-pentane, n-hexane,
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and 1, 2-dichloromethane on HPR-1 at environmentally relevant temperatures and
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concentrations are shown in Figure 4. A big discrepancy was observed between the
245
experimental and predicted adsorption capacities. Figure 4(d) clearly shows that the
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predicted adsorption capacities were lower than the experimental results. For VOCs
247
adsorption on HPR, the previous studies have found that the fitting parameter q0 by
248
experimental data was greater than the microporous volume of resins determined by
249
N2 adsorption isotherms at 77 K when the higher relative pressure of VOCs was
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adsorbed.15-17, 19, 21 The possible reason is that HPR can swell strongly after adsorbing
251
organic solvents,41, 42 resulting in that the actual microporous volume is larger than the
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measured value based on N2 adsorption data. Davankov et al.43 and Urban et al.44
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proposed that the swelling property of HPR in solvent is due to the strong inner stress.
254
The inner stress could form an additional strong driving force for the polymer
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networks to be swollen. Therefore, the solvent uptake by HPR could arise from both
256
micropore filling and swelling of the polymer network.43 That is to say, the predicted
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adsorption capacities based on the micropore volume (Vmicro) may be lower than the 12
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experimental adsorption capacities. Therefore, the volume swelling ratio (r) of HPR
259
was introduced and r·Vmicro was used instead of the Vmicro for predicting the adsorption
260
capacities of HPR-1 for VOCs at environmentally relevant temperatures and
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concentrations using the DR equation.
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The swelling ratio of HPR-1 and HPR-2 after adsorbing different VOCs is listed in
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Table S3. After the parameters q0 of DR equation was set to r·Vmicro, the predicted
264
adsorption capacities of n-pentane, n-hexane and dichloromethane at environmentally
265
relevant temperatures and concentration are shown in Figure 5. It is clear that the
266
predicted adsorption capacities were consistent with the experimental results. The
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root-mean-square error (RMS %), determined via Equation 8, was 5.36% and much
268
lower than that (21.41%) when the parameters q0 of DR equation was set to Vmicro. The
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results demonstrate the effectiveness of predicting the adsorption capacities at
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environmentally relevant temperatures and concentrations by IGC data using DR
271
equation, assuming that the parameters q0 of DR equation was equal to r·Vmicro.
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RMS %=100 k ∑ k 1 "
# exp -# cal
1
# cal
2
+
(8)
273
Prediction of adsorption capacities on HPR-2 at environmentally relevant
274
temperatures and concentrations. Because the pore structure of HPR are affected
275
by many factors, such as reaction temperature, reaction time, and the dose of
276
pore-forming,45, 46 the pore size distribution and salient properties parameters of HPR
277
may be different even if the same monomer and crosslinking agent are used during the
278
synthesis. Therefore, it would be very valuable if the adsorption capacities of one
279
resin for VOCs can be predicted by the IGC data on another resin. It is learned from 13
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Figure 1 that the pore size distributions of HPR-1 was similar with that of HPR-2,
281
however, their pore diameters were different. We can find that the average pore
282
diameter of HPR-1 was larger than HPR-2. It is known that the characteristic
283
adsorption energy, E of DR equation, is a function of pore size distribution of
284
adsorbent.47 For the adsorption of a given adsorbate on the different adsorbents, it is
285
suggested that the characteristic adsorption energy, E, is inversely related to the
286
average width of the pores (W), i.e, W·E=C (C is constant).48 In this study, therefore,
287
for the adsorption of a given adsorbate on HPR-2, the fitting parameter E of DR
288
equation can be obtained from the relation of WHPR-2·EHPR-2= WHPR-1·EHPR-1. So, the
289
adsorption capacities of acetone, benzene, and 1, 2-dichloroethane on HPR-2 at
290
environmentally relevant temperatures and concentrations were also predicted by IGC
291
data on HPR-1 at 403K, 423K and 443K using DR equation, where q0=r·Vmicro and E
292
HPR-2=
293
of acetone, benzene and 1, 2-dichloroethane on HPR-2 were in agreement with the
294
experimental data with RMS lower than 9.63 %, conforming the feasibility of the
295
predicted method by IGC data combined with DR equation. As a comparison, the
296
parameters q0=Vmicro and E HPR-2= WHPR-1·E HPR-1/ WHPR-2 were also used to predict the
297
adsorption capacities of acetone, benzene and 1, 2-dichloroethane on HPR-2. From
298
the Figure S3, it is found that there was an obvious discrepancy predicted between the
299
predicted and experimental adsorption capacities with large RMS of 27.80%.
WHPR-1·E HPR-1/ WHPR-2. Figure 6 shows that the predicted adsorption capacities
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Supporting Information
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Table S1 and S2: Fitting parameters of DR equation. Table S3: Swelling ratio of
310
two adsorbents. Figure S1: Principles of the characteristic-point elution method used
311
to calculate adsorption isotherms. Figure S2: Adsorption isotherms of six VOCs
312
measured by gravimetric method at 293-328K. Figure S3: The predicted adsorption
313
capacities of acetone, benzene, 1, 2-dichloroethane when the parameters q0 of DR
314
equation was set to Vmicro.
315 316 317 318
Acknowledgments
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This research was financially funded by National Natural Science Foundation of
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China (No. 51578281).
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Polymerization
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Novel
Hypercrosslinked
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Table 1. Pore structure parameters of hypercrosslinked polymeric resins Pore parameters
HPR-1
HPR-2
SBET (m2/g)
1113.2
944.4
Vmicro(cm3/g)
0.53
0.43
Vmeso(cm3/g)
0.31
0.29
average pore diameter(W, nm)
2.56
2.48
486 487 488 489 490 491 492 493 494 495 496 23
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Figure Captions
504
Figure 1. Pore structure of two hypercrosslinked polymeric resins (HPR-1 and
505
HPR-2)
506
Figure 2. Adsorption isotherms of six VOCs on HPR-1 at 403K, 423K and 443K by
507
IGC: (a) n-pentane, (b) n-hexane, (c) dichloromethane, (d) acetone, (e) benzene and (f)
508
1, 2-dichloroethane
509
Figure 3. Adsorption characteristic curves of six VOCs on HPR-1: (a) n-pentane, (b)
510
n-hexane, (c) dichloromethane, (d) acetone, (e) benzene and (f) 1, 2-dichloroethane
511
Figure 4. The predicted adsorption capacities of (a) n-pentane, (b) n-hexane, (c)
512
dichloromethane and (d) comparison of the experimental and predicted adsorption
513
capacities when the parameters q0 of DR equation was set to Vmicro
514
Figure 5. The predicted adsorption capacities of (a) n-pentane, (b) n-hexane, and (c)
515
dichloromethane and (d) comparison of the experimental and predicted adsorption
516
capacities when the parameters q0 of DR equation was set to r·Vmicro
517
Figure 6. The predicted adsorption capacities of (a) acetone, (b) benzene, (c) 1,
518
2-dichloroethane, and (d) comparison of the experimental and predicted adsorption 24
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capacities when the parameters q0 of DR equation was set to r·Vmicro, and the
520
characteristic adsorption energy E HPR-2= WHPR-1·E HPR-1/ WHPR-2
521 522
523 524
Figure 1. Pore structure of two hypercrosslinked polymeric resins (HPR-1 and
525
HPR-2)
526
25
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527 528
Figure 2. Adsorption isotherms of six VOCs on HPR-1 at 403K, 423K and 443K by
529
IGC: (a) n-pentane, (b) n-hexane, (c) dichloromethane, (d) acetone, (e) benzene and (f)
530
1, 2-dichloroethane
531 532 533 534 535 536 537 26
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539 540
Figure 3. Adsorption characteristic curves of six VOCs on HPR-1: (a) n-pentane, (b)
541
n-hexane, (c) dichloromethane, (d) acetone, (e) benzene and (f) 1, 2-dichloroethane
542 543
27
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544 545
Figure 4. The predicted adsorption capacities of (a) n-pentane, (b) n-hexane, (c)
546
dichloromethane and (d) comparison of the experimental and predicted adsorption
547
capacities when the parameters q0 of DR equation was set to Vmicro
548 549 550 551 552 553 554
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555 556
Figure 5. The predicted adsorption capacities of (a) n-pentane, (b) n-hexane, and (c)
557
dichloromethane and (d) comparison of the experimental and predicted adsorption
558
capacities when the parameters q0 of DR equation was set to r·Vmicro
29
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559 560
Figure 6. The predicted adsorption capacities of (a) acetone, (b) benzene, (c) 1,
561
2-dichloroethane, and (d) comparison of the experimental and predicted adsorption
562
capacities when the parameters q0 of DR equation was set to r·Vmicro, and the
563
characteristic adsorption energy E HPR-2= WHPR-1·E HPR-1/ WHPR-2
564 565 566 567
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