Why the Gas Uptake Behavior of Dry Salt Water Is Vastly Different

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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.

338 339

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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