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C: Surfaces, Interfaces, Porous Materials, and Catalysis
Why the Gas Uptake Behavior of Dry-Salt Water is Vastly Different above 279 K? A Dynamics-Controlled Process and Can be Intensified by Cooling Stimulation Method Jingpeng Hou, Wei Zhou, Xinrui Wang, and Dongsheng Bai J. Phys. Chem. C, Just Accepted Manuscript • DOI: 10.1021/acs.jpcc.8b07612 • Publication Date (Web): 09 Nov 2018 Downloaded from http://pubs.acs.org on November 23, 2018
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Why the Gas Uptake Behavior of Dry-Salt Water is Vastly Different
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above 279 K? A Dynamics-Controlled Process and Can be Intensified
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by Cooling stimulation Method
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Jingpeng Houa, Wei Zhoua, Xinrui Wanga, Dongsheng Baia*
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a
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Industry, Beijing Technology and Business University, Beijing 100048, PR China
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*
[email protected] Department of Chemistry, School of Science / Key Laboratory of Cosmetic, China National Light
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Abstract
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The effect of temperature on CO2 uptake behavior of dry-salt water was investigated by
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kinetics measurements and molecular dynamics simulations. The gas uptake capacity was found
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to be dramatically decreased at 279 K by direct cooling adsorption procedure. By means of
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simulations, it was realized that the orientation of water and the hydrogen-bond network structure
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near the silica surface are sensitive to temperature. With the temperature decreased, the water layer
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becomes local-structured by forming more hydrogen bonds, facilitating the capture of CO2 by
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forming hydrate precursor easily. The change of the structure is irreversible once the CO2 uptake
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process occurred, hence the gas uptake can carry on continuously even if the temperature rises. A
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cooling stimulation procedure was found to efficiently trigger gas uptake process at temperature
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higher than 279 K. By using this method, gas adsorption can be induced due to the energy barrier
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of nucleation is reduced. This technology can save a certain amount of energy used to keep the low
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temperature. Therefore, it might be a potential industrial method for efficient gas storage.
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1. Introduction
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The efficient gas storage and transport, such as energy gas storage, become more and more
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important in recent years since the consumption of traditional fossil energies is greatly accelerated
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by the industrialization process. Porous materials, such as activated carbon, silica, zeolite, metal
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organic frameworks (MOF), porous polymer networks (PPN), can be introduced to enhance the
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adsorption of gases.1-4 Recent years have witnessed an ever-growing interest in gas/water interfaces
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stabilized by particles because it contributes to new concepts and materials such as dry water.5 Dry
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water (DW) is a water-in-air inverse foam produced by mixing water with hydrophobic silica
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nanoparticles.6,7 Because it contains more than 95 wt% water, DW looks like a powder but exhibits
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a free-flowing property. In comparison to bulk water and liquid marbles,8 DW has a much higher
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surface-to-volume ratio. As such, the finely dispersed water droplets lead to greatly enhanced
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kinetics of adsorption in a gaseous system,9,10 resulting in increased rate of methane hydrate
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formation in comparison to bulk water.11-13 On the basis of efficient adsorptivity, thus, DW can be
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considered as a material for gas capture, storage and transport, such as CH4, CO2 and Kr.7,11,14 More
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importantly, compared with porous materials such as MOF, covalent organic frameworks (COF)
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and PPN, DW has the advantages of cheap raw materials (only water and silica), simple preparation
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process, complete desorption of gas after destruction of its structure, and low cost on re-preparation.
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Therefore, it is considered to be the most likely gas storage material for industrial use.
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At present, improving both the adsorption capacity and the formation rate of gas hydrate are
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still key issues for practical application of DW,15,16 and many methods have been intensively
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investigated to increase the formation rate of hydrate. Such as the use of vigorous mixing devices,
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the addition of promoting materials, and increasing the gas-water contact area by using finely
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ground ice particles.17,18 In addition, a mixed colloidal system made of hydrogel particles and DW
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particles has been reported with a high adsorption capacity.19 Recently, a dry-K2CO3-containing
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water prepared by surface modified mesoporous silica particles can enhance the CO2 capture in both
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adsorption rate and capacity.20 Moreover, cyclodextrin was also found to be a kinetic promoter for
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gas hydrate formation in both simulation21 and our previous experimental study.22 We should note
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that although progressive advances made so far, gas storage by these methods is still hard to be
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applied in industrial fields.
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In energy industry field, the practical application of DW is constrained to both raw materials
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supply and energy saving.23 Since dry water is a free-flowing powder composed of water droplets,
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numerous water is needed as raw material. If DWs can be prepared by mixing seawater (or non-
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purified water containing electrolytes similar to seawater) with hydrophobic silica nanoparticles and
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show an uptake capacity similar to that prepared by pure water, lots of cost on water purification
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will be saved on the industrial scale. Furthermore, the effect of temperature on CH4 and CO2
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adsorption kinetics has been reported,11,22 and only the temperature range from 273 K to 277 K was
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considered to be optimal, which means a lot of energy will be consumed to keep the low temperature
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during the whole gas adsorption period.24 If DWs have an acceptable uptake capacity when it works
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at higher temperature, a large amount of energy consumption will be reduced in industrial field. As
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far as we know, almost no related study concerning with these problems has been reported.
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In this work, experiments have been carried out to investigate the CO2 uptake kinetics of DW
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under different conditions. Considering that seawater in which the total amount of Na+ and Cl- is
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~3wt%25 are abundant in earth, we prepared DWs by using sodium chloride solution (3 wt%) instead
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of pure water. The DWs prepared with NaCl solutions are named dry-salt water (DSW). We found
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that the gas uptake capacity is dramatically decreased to 0 when temperature is higher than 279 K.
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Molecular dynamics (MD) simulations were performed to illustrate the microscopic mechanism.
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Moreover, based on the results of temperature-variation simulations, a cooling stimulation method
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was suggested for gas uptake by DSW, so that the gas adsorption can be easily induced at
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temperature higher than 279 K, saving a certain amount of energy. It provides a new insight for the
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industrial application of DW in gas storage.
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2. Experimental Section
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2.1. Materials and Synthesis
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SIPERNAT D10, hydrophobic silica particles with the static contact angle of 119°, were
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supplied by EVONIK (Germany). Pure carbon dioxide gas (99.99%) was supplied by Beijing
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Yanglilai Chemical Gas Co., Ltd. (China), and sodium chloride (AR, 99.5%) was purchased from
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Sinopharm Chemical Reagent Co., Ltd. (China).
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The sodium chloride solution with concentration of 3 wt% was prepared firstly, and DSW was
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prepared by mixing 5 g of hydrophobic D10 silica powders with 95 g of sodium chloride solution
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at ~19000 rpm for 90 s in a domestic blender.
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2.2. Kinetics Measurement
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The prepared DSW of 25.0 g was loaded into a miniature high-pressure reactor (SLM-200, 300
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mL, China), which is connected to a circulator bath (DTY-10B, China) for temperature controlling.
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When DSW sample was cooled to a specified temperature, the reactor was pressurized to 3.5 MPa
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with pure CO2 and sealed. Gas uptake kinetics in DSW was studied by observing the time evolution
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of gas pressure. The temperature and pressure were recorded every 15 minutes until the adsorption
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equilibrium is reached. To provide a qualitative assessment of the kinetics, we measured the CO2
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uptake kinetics in DSW under different temperatures.
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3. Model and Simulation Method
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To understand the microscopic mechanism of gas uptake, we performed molecular dynamics
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(MD) simulations by using LAMMPS.26 As is shown in Figure 1, the initial configuration contains
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a NaCl solution/silica/carbon dioxide three-phase system, which was placed into a simulation box
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with 20 × 8 3 × 16 nm3. In our simulations, we represent a DSW particle by a layer of
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hydrophobic silica spheres with a certain amount of water and NaCl molecules, because DSW
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particle is far greater than the scale of the classic MD simulations. The silica layers were prepared
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by packing the amorphous silica spheres with diameter of 4 nm to a face-centered cubic motif
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(Figure 1), whereas the dangling bonds on the surfaces of each silica sphere were saturated by –CH3
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groups, showing hydrophobic property. In the initial configuration, 62800 water molecules and 600
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Na+ and Cl- ions were added to the central part of the box to keep the 3 wt% salt solution has a
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density of 0.997 g/cm3, and 2450 CO2 molecules were also added to the left side of the silica layer
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and the right side of the salt solution to reach the pressure of 5 MPa (slightly higher than the
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experiments). In this way, we can investigate gas uptake process at two kinds of interfaces at the
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same time in same conditions: DSW interface and gas-liquid interface. We note that the direct gas-
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liquid phase interface at the right side is just designed to compare the difference between DSW
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interface and free liquid water interface. For a DSW particle, CO2 can only enter the aqueous water
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core through silica pores, and there is no direct water-gas interface in perfect structure of DSW.
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Figure 1. Initial configuration of the simulation system at the projection on (a) xy plane and (b) yz plane. The
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silica, water and CO2 molecules are represented by the stick models, NaCl ions are represented by purple and
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green spheres, whereas hydrogen bonds are denoted by blue-dashed lines. Note that in panel (b), the water, CO2
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and NaCl molecules are not shown for clarity.
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In our simulations, the TIP4P/2005 water model27 in which the rigidity was restricted with
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SHAKE algorithm28 was used. CO2 molecules were represented by the EPM2 model.29 The
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hydroxylated silica model30 was adopted for the inner core of the silica spheres, whereas the –CH3
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groups on the surface were represented by a single-point model.31 The potential parameters were
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taken from ref. 32 to represent Na+ and Cl-. The unlike parameters of Lennard-Jones interactions
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were obtained by the Lorentz-Berthelot mixing rule. The short-range interactions were cut at 12 Å,
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whereas the long-range Coulomb interactions were evaluated using the PPPM algorithm.33 Periodic
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boundary conditions were imposed in all three Cartesian directions.
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A whole simulation run includes two steps: An NVT relaxation of 1 ns was performed at a
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specified temperature of 260 K, 265 K, 270 K, 275 K, and 280 K, respectively, to eliminate the
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effect of the initial configuration; then, a simulation at the same temperature with 500 ns was
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performed with a time step of 2 fs to study the gas uptake mechanism. The temperature was
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maintained by using the Nosé-Hoover algorithm,34-36 with a relaxation parameter of 0.2 ps. During
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the simulations, the position of the silica spheres was fixed.
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4. Results and Discussion
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Like DW, the prepared DSW shows a good dispersibility, stability and flowability. Since there
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is a certain amount of salt in the water core, the structure and the hydrogen-bond network of the
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inner water will be different from pure water in low temperature, which may change the mechanism
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and kinetics of gas uptake.
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4.1. Uptake Kinetics of DSW at Constant Temperature
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Many studies have shown that the gas uptake capacity is affected by temperature.11,22,37-39 Take
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methane as an example, owing to the hydrate formation, the optimal temperature is about 273~277
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K, in which it shows the largest uptake capacity.11 Similar to methane, carbon dioxide is also an
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insoluble gas that can form hydrate too. We investigated the temperature effect for CO2 uptake in
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DSW, and the gas uptake kinetics is shown in Figure 2. In this paper, the gas uptake capacity of
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DSW is defined volumetrically, i.e. the volume of adsorbed gas in standard condition divided by
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the volume of 25.0 g DSW we used (40 cm3), V/V. Considering the deviation from ideality, the
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molar number of adsorbed gas was calculated first by using the Peng-Robinson equation of state
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(EOS) according to the current experimental pressure and temperature,40 and then the volume of gas
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in standard condition was converted by ideal gas EOS. We note that the compressibility factor of
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CO2 in our experimental conditions (273~288 K, 3.0~3.5 MPa) is between 0.68 and 0.79 calculated
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by Peng-Robinson EOS. One can see clearly that the optimal temperature (with the maximum
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uptake capacity) is ~277 K in our experimental system, consistent with that in pure DW.22 The rapid
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uptake at the initial stage at low temperature such as 273 K might be attributed to the hydrate
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formation.
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Figure 2. CO2 uptake kinetics in DSW at different temperatures. The initial pressure of CO2 in the reactor is 3.5
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MPa.
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Surprisingly, when temperature is higher than 279 K, without warning, the gas uptake capacity
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of DSW is dramatically decreased to 0. And we found that at 279 K, experiments under the same
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conditions show completely different results: in most cases (about 75%) there is no adsorption in a
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long time, and in a small part of cases (25%) there is a strong adsorption (~25 V/V), as marked in
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the green band in Figure 2. We speculate that the CO2 adsorption in DSW is a dynamics-controlled
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process at the moderate temperature of 279 K. The energy barrier restricts the adsorption process,
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and the induction time for gas uptake probably increased obviously due to the uncertainty of
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nucleation. By the aid of MD simulations, we explored the source of energy barrier in details.
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4.2. Nucleation Mechanism for Gas Uptake
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To illustrate the microscopic mechanism of gas uptake near the DSW interface, we performed
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a series of MD simulations at 260 K, 265 K, 270 K, 275 K, and 280 K, respectively. We note that
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the temperature we used does not match the experimental temperature, because the force field of
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TIP4P/2005 represents a lower melting point of 252.1 K for water molecules.27 In addition, one
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should note that during CO2 uptake process, there are two aspects that might need to be taken into
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account to quantify the total adsorbed CO2: the uptake of CO2 by water based on the Henry constant,
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and the acid-base reaction of carbon dioxide in water. Classical MD simulation cannot account for
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the second one. Since the ionization equilibrium constants of carbonate and bicarbonate are so small
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in the experimental conditions (~10-7 and ~10-11, respectively), the amount of ions formed during
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CO2 uptake can be negligible, and it is acceptable to study the microscopic mechanism of CO2
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uptake by using classical MD.
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Figure 3. Density profile of CO2 at the end of the simulation time.
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The density profiles of CO2 at the end of 500 ns are shown in Figure 3. One can see clearly
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that at lower temperature, more CO2 molecules entered into the deep inside of the DSW. However,
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at 275 K and 280 K, a large amount of CO2 is accumulated only near the silica particles to decrease
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its surface free energy due to its hydrophobic nature, and is unable to enter the inner core of DSW.
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We define the area of x range from -5 nm to -1 nm as region A (as is marked in Figure 3), and the
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gas uptake dynamics in region A (i.e. the CO2 molecules get into region A from the left gas phase
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by passing through the gap between silica spheres) is shown in Figure 4. At the initial stage, the
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adsorption rate of each system is very similar. After ~50 ns, the low temperature systems can still
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adsorb CO2 molecules, while the adsorption rate of the high temperature systems decreased
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obviously until the equilibrium is reached at ~200 ns.
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Figure 4. Time evolution of the number of CO2 adsorbed in region A.
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We think that the structure of water layers near the silica interface will be changed at different
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temperatures, which can affect the mass transfer of CO2. Therefore, we calculated the orientation
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distribution of water molecules in the first hydration layer of silica particles (i.e. water molecules
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within 3.7 Å from the surface of silica, obtained from RDF curve shown in Figure 5). The orientation
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of water molecule is defined as the angle between the water dipole and the connection between
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centroid of silica and oxygen atom of the water, and the results are shown in Figure 5(a). At 275 K
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and 280 K, the hydrogen atoms of water are more likely to point towards silica since the hydrophobic
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property of its surface. Hence, the hydrogen bond network between water molecules is difficult to
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establish, which can be seen from Figure 6. A hydrogen bond is identified when the distance of two
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oxygen atoms of water molecules (or the distance of a carbon atom of –CH3 groups on the silica
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surface and an oxygen atom of water) is within 3.5 Å and the H−O···O angle (or the H−C···O angle)
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is less than 30°.41 When temperature decreases, more hydrogen bonds formed between water
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molecules to reduce the energy of the system. Thus, the orientation of water relative to the silica
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particle becomes disordered. The establishment of hydrogen bond network of water at the interface
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area is a key factor to capture large amount of CO2: if the CO2 molecules close to the interface are
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surrounded by local-structured water molecules with hydrogen bonds, they are easier to be captured
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to form cage-like precursor structures of gas hydrates.42
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Figure 5. (a)Orientation distribution of water molecules in the first hydration layer of silica particles at the initial
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stage of the simulations. (b)Radial distribution function of silica sphere centroid-oxygen of water.
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Figure 6. Hydrogen bonds per water molecule in the first hydration layer of silica particles at the initial stage of
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the simulations.
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For the direct gas-liquid interface located at the right side of the simulation box, we calculated
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the orientation distribution of both water and CO2 molecules near the interface at different
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temperatures. Here the orientation of water molecule is defined as the angle between the water
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dipole and the direction of the normal vector of the interface pointing into liquid water, while the
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orientation of CO2 is defined as the C-O vector relative to the normal vector of the interface pointed
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into bulk CO2. The results are presented in Figure 7(a) and (b), which are very similar to the study
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by Singer et al.43 Different from the dipole distribution induced by local curvature at the silica
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interface, the dipole of water molecules is almost parallel to the gas-liquid interface. Note that for
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CO2 in bulk water phase, owing to the electrostatic interactions, a preferred configuration between
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CO2 and its neighbor water molecule is shown in Figure 7(c). However, at gas-liquid interface, the
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arrangement of water and CO2 is different from that in bulk system, which may prevent the capture
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of CO2 molecules.
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Figure 7. Orientation distribution of water and CO2 molecules in the gas-liquid interface at the final stage of the
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simulations.
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To investigate the temperature sensitivity on the structure of the silica interface, we performed
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two additional simulations with temperature variation: (i) an NVT simulation of 200 ns at 275 K is
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followed by a 100 ns simulation at 270 K, then temperature rises back to 275 K for 400 ns; (ii) same
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as simulation (i) but the position of CO2 is fixed and the interactions between CO2 and other
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molecules are set to zero during the first 350 ns (equivalent to no CO2). Then, at 350 ns, to avoid
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the overlaps of atoms, a relaxing process of 10 ps with soft pairwise interaction was performed by
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using the command “pair_style soft” in LAMMPS. The amount of CO2 adsorbed in region A and
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the orientation distribution of water molecules are shown in Figure 8. It can be seen that the dipole
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distribution of water induced by interface curvature is sensitive to temperature: the hydrophobic
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effect is the main factor at high temperature while it is controlled by the hydrogen-bond network
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when temperature decreased. If there are no CO2 molecules, part of hydrogen bonds is broken, and
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water molecules return to the hydrophobic-controlled state when temperature rises. Once the CO2
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is captured at low temperature, it will be surrounded by water molecules, which will change the
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hydrogen-bond distribution of water. When temperature increases, the orientation distribution of the
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interfacial water cannot be reversibly returned back, so that the gas uptake can carry on continuously.
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Figure 8. Time evolution of the number of CO2 adsorbed in region A (a) and the orientation distribution of water
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molecules (b) in temperature-variation simulations. In panel (a), the hollow dots indicate that the temperature is
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275 K, and the solid dots indicate 270 K.
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4.3. Cooling Stimulation for Gas Uptake The temperature sensitivity of the interfacial properties (the dynamic barrier) in temperature-
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variation simulations provides us with a way to enhance gas capture. We consider that accelerating
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the nucleation through cooling stimulation may be a good method to eliminate the barrier. So, based
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on the constant temperature uptake experiment (scheme I in Figure 9), we designed the following
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experimental schemes. Firstly, same as scheme I, sample DSW of 25.0 g was cooled down to 279
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K and kept at this temperature, and the reactor was then pressurized with pure CO2 to 3.5 MPa and
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sealed. At this point, gas uptake is not occurring in most cases. Subsequently, the temperature is
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adjusted to 277 K (cooling stimulation) and remained in a period of time for the starting of CO2
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adsorption. Finally, the temperature is adjusted back to 279 K for gas uptake. The modified process
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is marked as scheme II.
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Figure 9. Experimental schemes used in our experiments.
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The gas uptake kinetics by the cooling stimulation method is shown in Figure 10(a). At the
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initial stage, almost no gas adsorption was observed (less than 1 V/V), showing the existence of the
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barrier. When temperature decreased from 279 K to 277 K at 45 min, gas uptake occurs immediately.
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When the CO2 uptake reaches ~15 V/V, we adjust the temperature back to 279 K. The uptake
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process of CO2 goes on continuously, and the final gas uptake capacity reached 25 V/V, same as
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the capacity of the experiments carried out at the constant temperature of 279 K (Figure 2), although
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the two processes are different.
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Figure 10. CO2 uptake kinetics in DSW by cooling stimulation. In the upper panel of (a) and (b), the hollow dots
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indicate that the temperature is 279 K, and the solid dots indicate 277 K, which can also be seen in the lower panel.
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As the simulation results suggested, the cooling stimulation changed the local structure of
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DSW, thus the adsorption process is initiated. In scheme II, if the adsorption quantity is high enough
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(more than 25 V/V) during the stimulation period of 277 K, we found that the gas will be desorbed
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from the DSW when temperature is back to 279 K. The result is shown in Figure 10(b). As we
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expected, the desorption process reaches an equilibrium after the volumetric gas capacity decreased
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to ~25 V/V. Therefore, we considered that 25 V/V is the saturated uptake capacity of DSW at 279
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K, which is controlled by thermodynamics. If there is no cooling stimulation, however, the uptake
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process will be difficult to start because of the barrier controlled by dynamics. Besides, in several
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cooling stimulation experiments, we found that there is an obvious induction time for the CO2
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uptake when temperature decreased to 277 K, and the results are shown in Figure 11. This is the
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same as the viewpoint of classical nucleation theory: macroscopic transition can take place only
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when the critical nuclei are formed, which requires a certain amount of time to cross the energy
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barrier.
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Figure 11. CO2 uptake kinetics in DSW with induction time by cooling stimulation. The hollow dots indicate that
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the temperature is 279 K, and the solid dots indicate 277 K. Note that the three experiments in each panel are under
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the same conditions.
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To verify the simulation results of scheme (ii) in Figure 8, i.e. the effect of temperature on the
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interface of DSW is reversible when there is no gas, we designed a similar experiment according to
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scheme III shown in Figure 9: after the sample DSW underwent the cooling stimulation, pure CO2
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is added to the reactor. However, no adsorption occurred, indicating that the structure of DSW is
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very sensitive to the temperature. Only the special structure of DSW at low temperature can initiate
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the adsorption process when it is exposed to CO2. In other words, the gas adsorption is strongly
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related to the morphology of water in the inner core of DSW.
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4.4. Applicability of Cooling Stimulation Method
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Based on the cooling stimulation method, we further performed several experiments at other
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temperatures. For example, at 280 K, DSW can uptake ~19 V/V of CO2 by cooling stimulation to
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277 K. The undercooling of the system to 277 K is sufficient to provide the driving force for CO2
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hydrate nucleation. After the nuclei formed, the gas uptake will continue even if the temperature
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rises to 280 K. When temperature is higher than 283 K, however, the cooling stimulation method is
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invalid: the gas captured by stimulation will be fully desorbed after the temperature rises to 283 K.
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We note that 283 K is the upper limit of temperature that can be used by the cooling stimulation
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method. The CO2 uptake capacity obtained by constant temperature method (scheme I) and cooling
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stimulation method (scheme II) at different temperatures is shown in Figure 12.
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Figure 12. Gas uptake capacity by scheme I and II at different temperatures.
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Finally, by using cooling stimulation method, one can save a certain amount of energy. We
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should note that cooling stimulation at higher temperature (e.g. at 280 K) can save more energy, but
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the final uptake capacity of gas will be reduced. The optimal operating condition should be at a
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temperature which has the lowest energy consumption per unit mass of CO2 adsorbed. The energy
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consumption is related to the stimulation method used. In our experiments, we used a simple
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circulator bath for temperature controlling, and 279 K is the best operating condition for cooling
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stimulation method.
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5. Conclusion
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In this paper, we explored the capture process of small insoluble gas molecules such as CO2
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by DSW. The DSW can be prepared by simple process with cheap raw materials. We found that
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there is a dramatic change in the gas uptake capacity at temperature higher than 279 K: DSW has
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almost no gas adsorption capacity by constant temperature experiments. This is because the low
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undercooling increases the induction time of nucleation. MD simulation results show that near the
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silica surface, the orientation of water and the hydrogen-bond network structure are very sensitive
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to temperature. With the temperature decreased, the water layer near the interface becomes local-
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structured by forming more hydrogen bonds, which facilitated the capture of CO2 by forming
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hydrate precursor easily. The change of the water layer structure is irreversible once the CO2 uptake
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process occurred at low temperature, hence the gas uptake can carry on continuously even though
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the temperature rises back. By using the cooling stimulation, gas adsorption can be induced because
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the energy barrier of nucleation is reduced. However, the saturated uptake capacity of DSW is
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controlled by thermodynamics, which is only related to the operating temperature, such as ~25 V/V
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in our experiments at 279 K.
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Finally, since the formation of gas hydrate precursor at low temperature is very common for
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conventional insoluble small gas molecules, we note that the cooling stimulation technology can
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also be used for the storage of a large class of gas. And compared with the direct cooling adsorption
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process, it can save a certain amount of energy used to keep the low temperature. The DSW prepared
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by NaCl solution (rather than by pure water) shows a good uptake capacity, which means the direct
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usage of non-purified water containing electrolytes is possible, and hence the cost on water
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purification will be also saved. Therefore, it might be a potential industrial method for efficient gas
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storage. The key to the application of this method is how to intensify hydrate formation at higher
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temperatures. Adding suitable additives might be a possible way, which will be explored in our
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subsequent research.
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Conflicts of interest
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There are no conflicts to declare.
341 342
Acknowledgement
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This work is supported by National Natural Science Foundation of China (No. 21403009).
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References
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346
(1) Billemont, P.; Coasne, B.; De Weireld, G. Adsorption of Carbon Dioxide, Methane, and Their Mixtures in Porous
347
Carbons: Effect of Surface Chemistry, Water Content, and Pore Disorder. Langmuir 2013, 29, 3328-3338.
348
(2) Pantatosaki, E.; Pazzona, F. G.; Megariotis, G.; Papadopoulos, G. K. Atomistic Simulation Studies on the
349
Dynamics and Thermodynamics of Nonpolar Molecules within the Zeolite Imidazolate Framework-8. J. Phys. Chem.
350
B 2010, 114, 2493-2503.
351
(3) Xiang, Z.; Leng, S.; Cao, D. Functional Group Modification of Metal–Organic Frameworks for CO2 Capture. J.
352
Phys. Chem. C 2012, 116, 10573-10579.
353
(4) Martin, R. L.; Shahrak, M. N.; Swisher, J. A.; Simon, C. M.; Sculley, J. P.; Zhou, H.-C.; Smit, B.; Haranczyk,
354
M. Modeling Methane Adsorption in Interpenetrating Porous Polymer Networks. J. Phys. Chem. C 2013, 117,
355
20037-20042.
356
(5) Dawson, R.; Stevens, L. A.; Williams, O. S. A.; Wang, W.; Carter, B. O.; Sutton, S.; Drage, T. C.; Blanc, F.;
357
Adams, D. J.; Cooper, A. I. ‘Dry bases’: Carbon Dioxide Capture Using Alkaline Dry Water. Energy Environ. Sci.
358
2014, 7, 1786-1791.
359
(6) Binks, B. P.; Murakami, R. Phase Inversion of Particle-Stabilized Materials from Foams to Dry Water. Nat.
360
Mater. 2006, 5, 865-869.
361
(7) Wang, W.; Bray, C. L.; Adams, D. J.; Cooper, A. I. Methane Storage in Dry Water Gas Hydrates. J. Am. Chem.
362
Soc. 2008, 130, 11608-11609.
363
(8) Ueno, K.; Hamasaki, S.; Wanless, E. J.; Nakamura, Y.; Fujii, S. Microcapsules Fabricated from Liquid Marbles
364
Stabilized with Latex Particles. Langmuir 2014, 30, 3051-3059.
365
(9) Farhang, F.; Nguyen, T. D.; Nguyen, A. V. Non-Destructive High-Resolution X-ray Micro Computed
366
Tomography for Quantifying Dry Water Particles. Adv. Powder Technol. 2014, 25, 1195-1204.
367
(10) Park, J.; Shin, K.; Kim, J.; Lee, H.; Seo, Y.; Maeda, N.; Tian, W.; Wood, C. D. Effect of Hydrate Shell
368
Formation on the Stability of Dry Water. J. Phys. Chem. C 2015, 119, 1690-1699.
369
(11) Carter, B. O.; Wang, W.; Adams, D. J.; Cooper, A. I. Gas Storage in "Dry Water" and "Dry Gel" Clathrates.
370
Langmuir 2010, 26, 3186-3193.
371
(12) Hu, G.; Ye, Y.; Liu, C.; Meng, Q.; Zhang, J.; Diao, S. Direct Measurement of Formation and Dissociation Rate
372
and Storage Capacity of Dry Water Methane Hydrates. Fuel Process. Technol. 2011, 92, 1617-1622.
373
(13) Fan, S.; Yang, L.; Wang, Y.; Lang, X.; Wen, Y.; Lou, X. Rapid and High Capacity Methane Storage in Clathrate
374
Hydrates Using Surfactant Dry Solution. Chem. Eng. Sci. 2014, 106, 53-59.
375
(14) Drage, T. C.; Snape, C. E.; Stevens, L. A.; Wood, J.; Wang, J.; Cooper, A. I.; Dawson, R.; Guo, X.; Satterley,
ACS Paragon Plus Environment
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Page 19 of 21 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
The Journal of Physical Chemistry
376
C.; Irons, R. Materials Challenges for the Development of Solid Sorbents for Post-Combustion Carbon Capture. J.
377
Mater. Chem. 2012, 22, 2815-2823.
378
(15) Ribeiro, C. P.; Lage, P. L. C. Modelling of Hydrate Formation Kinetics: State-of-the-Art and Future Directions.
379
Chem. Eng. Sci. 2008, 63, 2007-2034.
380
(16) Zhang, J.; Lee, J. W. Enhanced Kinetics of CO2 Hydrate Formation under Static Conditions. Ind. Eng. Chem.
381
Res. 2009, 48, 5934-5942.
382
(17) Seo, Y. T.; Lee, H.; Moudrakovski, I.; Ripmeester, J. A. Phase Behavior and Structural Characterization of
383
Coexisting Pure and Mixed Clathrate Hydrates. Chemphyschem 2003, 4, 379.
384
(18) Zhong, Y.; Rogers, R. E. Surfactant Effects on Gas Hydrate Formation. Chem. Eng. Sci. 2000, 55, 4175-4187.
385
(19) Ding, A.; Yang, L.; Fan, S.; Lou, X. Reversible Methane Storage in Porous Hydrogel Supported Clathrates.
386
Chem. Eng. Sci. 2013, 96, 124-130.
387
(20) Rong, X.; Yang, H.; Zhao, N. Rationally Turning the Interface Activity of Mesoporous Silicas for Preparing
388
Pickering Foam and "Dry Water". Langmuir 2017, 33, 9025-9033.
389
(21) Ji, H.; Chen, D.; Wu, G. Molecular Mechanisms for Cyclodextrin-Promoted Methane Hydrate Formation in
390
Water. J. Phys. Chem. C 2017, 121, 20967-20975.
391
(22) Hou, J.; Zhou, W.; Bai, D.; Li, S.; Han, M. Interfacial Effect of Cyclodextrin Inclusion Complex on Gas
392
Adsorption Kinetics of Dry Water Emulsion. Colloids Surf., A 2018, 544, 8-14.
393
(23) Liu, P.; Georgiadis, M. C.; Pistikopoulos, E. N. Advances in Energy Systems Engineering. Ind. Eng. Chem.
394
Res. 2011, 50, 4915-4926.
395
(24) Wang, S.; Baldea, M. Temperature Control and Optimal Energy Management using Latent Energy Storage.
396
Ind. Eng. Chem. Res. 2013, 52, 3247-3257.
397
(25) Chave, K. E. Chemical Reactions and the Composition of Sea Water. J. Chem. Educ. 1971, 48, 148-151.
398
(26) Plimpton, S. Fast Parallel Algorithms for Short-Range Molecular Dynamics. J. Comput. Phys. 1995, 117, 1-19.
399
(27) Abascal, J. L. F.; Vega, C. A General Purpose Model for the Condensed Phases of Water: TIP4P/2005. J. Chem.
400
Phys. 2005, 123, 234505-234516.
401
(28) Ryckaert, J.-P.; Ciccotti, G.; Berendsen, H. J. C. Numerical Integration of the Cartesian Equations of Motion
402
of a System with Constraints: Molecular Dynamics of N-Alkanes. J. Comput. Phys. 1977, 23, 327-341.
403
(29) Harris, J. G.; Yung, K. H. Carbon Dioxide's Liquid-Vapor Coexistence Curve And Critical Properties as
404
Predicted by a Simple Molecular Model. J. Phys. Chem. 1995, 99, 12021-12024.
405
(30) Lopes, P. E. M.; Murashov, V.; Tazi, M.; Demchuk, E.; MacKerell, A. D. Development of an Empirical Force
ACS Paragon Plus Environment
The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
406
Field for Silica. Application to the Quartz−Water Interface. J. Phys. Chem. B 2006, 110, 2782-2792.
407
(31) Jorgensen, W. L.; Madura, J. D.; Swenson, C. J. Optimized Intermolecular Potential Functions for Liquid
408
Hydrocarbons. J. Am. Chem. Soc. 1984, 106, 6638-6646.
409
(32) Smith, D. E.; Dang, L. X. Computer Simulations of NaCl Association in Polarizable Water. J. Chem. Phys.
410
1994, 100, 3757-3766.
411
(33) Hockney, R. W.; Eastwood, J. W. Computer Simulation Using Particles; Taylor & Francis: New York, 1989.
412
(34) Hoover, W. G. Canonical Dynamics: Equilibrium Phase-Space Distributions. Phys. Rev. A: At. Mol. Opt. Phys.
413
1985, 31, 1695-1697.
414
(35) Hoover, W. G. Constant-Pressure Equations of Motion. Phys. Rev. A: At. Mol. Opt. Phys. 1986, 34, 2499-2500.
415
(36) Melchionna, S.; Ciccotti, G.; Lee Holian, B. Hoover NPT Dynamics for Systems Varying in Shape and Size.
416
Mol. Phys. 1993, 78, 533-544.
417
(37) Prasad, P. S. R. Methane Hydrate Formation and Dissociation in the Presence of Hollow Silica. J. Chem. Eng.
418
Data 2015, 60, 304-310.
419
(38) Chari, V. D.; Raju, B.; Prasad, P. S. R.; Rao, D. N. Methane Hydrates in Spherical Silica Matrix: Optimization
420
of Capillary Water. Energy Fuels 2013, 27, 3679-3684.
421
(39) Wang, J.; Wang, R.; Yoon, R.-H.; Seol, Y. Use of Hydrophobic Particles as Kinetic Promoters for Gas Hydrate
422
Formation. J. Chem. Eng. Data 2015, 60, 383-388.
423
(40) Peng, D.-Y.; Robinson, D. B. A New Two-Constant Equation of State. Ind. Eng. Chem. Res. 1976, 15, 59-64.
424
(41) Zhang, J.; Hawtin, R. W.; Yang, Y.; Nakagava, E.; Rivero, M.; Choi, S. K.; Rodger, P. M. Molecular Dynamics
425
Study of Methane Hydrate Formation at a Water/Methane Interface. J. Phys. Chem. B 2008, 112, 10608-10618.
426
(42) Khurana, M.; Yin, Z.; Linga, P. A Review of Clathrate Hydrate Nucleation. ACS Sustainable Chem. Eng. 2017,
427
5, 11176-11203.
428
(43) Zhang, H.; Singer, S. J. Analysis of the Subcritical Carbon Dioxide−Water Interface. J. Phys. Chem. A 2011,
429
115, 6285-6296.
430 431
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