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Tetrathiafulvalene esters with high redox potentials and improved solubilities for non-aqueous redox flow battery applications
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作者 Weikang Hu Jiaqi Xu +3 位作者 Nanjie Chen Zongcai Deng Yuekun Lai Dongyang Chen 《Green Energy & Environment》 SCIE EI CAS CSCD 2024年第5期899-908,共10页
The exploitation of high performance redox-active substances is critically important for the development of non-aqueous redoxflow batteries.Herein,three tetrathiofulvalene(TTF)derivatives with different substitution gr... The exploitation of high performance redox-active substances is critically important for the development of non-aqueous redoxflow batteries.Herein,three tetrathiofulvalene(TTF)derivatives with different substitution groups,namely TTF diethyl ester(TTFDE),TTF tetramethyl ester(TTFTM),and TTF tetraethyl ester(TTFTE),are prepared and their energy storage properties are evaluated.It has been found that the redox potential and solubility of these TTF derivatives in conventional carbonate electrolytes increases with the number of ester groups.The battery with a catholyte of 0.2 mol L^(-1) of TTFTE delivers a specific capacity of more than 10 Ah L^(-1) at the current density of 0.5 C with two discharge voltage platforms locating at as high as 3.85 and 3.60 V vs.Li/Liþ.Its capacity retention can be improved from 2.34 Ah L^(-1) to 3.60 Ah L^(-1) after 100 cycles by the use of an anion exchange membrane to block the crossover of TTF species.The excellent cycling stability of the TIF esters is supported by their well-delocalized electrons,as revealed by the density function theory calculations.Therefore,the introduction of more and larger electron-withdrawing groups is a promising strategy to simultaneously increase the redox-potential and solubility of redox-active ma-terials for non-aqueous redoxflow batteries. 展开更多
关键词 Non-aqueous redox flow batteries Tetrathiofulvarene Redox potential SOLUBILITY Substituent effect
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Measurement of Solubilities of o-Phenylphenol in Petroleum Ether and DDP in Acetone+Water Solution
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作者 王利生 龙秉文 +2 位作者 熊友情 毋俊生 康惠宝 《Journal of Beijing Institute of Technology》 EI CAS 2006年第3期357-359,共3页
[(6-oxide-6H-dibenze(c, e)(1, 2)oxaphosphorin-6-yl)methyl]-butanedioic acid (DDP) was prepared and characterized. Solubilities of o-phenylphenol(OPP) in petroleum ether and DDP in acetone + water solution w... [(6-oxide-6H-dibenze(c, e)(1, 2)oxaphosphorin-6-yl)methyl]-butanedioic acid (DDP) was prepared and characterized. Solubilities of o-phenylphenol(OPP) in petroleum ether and DDP in acetone + water solution were measured by a gravimetrical method. The solubility data of OPP were well correlated using Francis equation. For the solubility of DDP in acetone aqueous solution, it was found that at each fixed temperature there existed a maximum when the acetone mass fraction in the solvent reached a certain concentration. The experiment shows that the fraction is approximately 0.6. The solubility data would be helpful for their industrial crystallization process. 展开更多
关键词 solubilities O-PHENYLPHENOL DDP gravimetrical method
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Experimental determination of solubilities and'supersolubilities of 2,2',4,4',6,6'-hexanitrostilbene in different organic solvents 被引量:4
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作者 Lizhen Chen Liang Song +2 位作者 Yupeng Gao Aipeng Zhu Duanlin Cao 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2017年第6期809-814,共6页
The laser monitor technique was used to determine solubilities and supersolubilities of HNS in N,N-dimethylformamide, dimethyl sulfoxide, acetonitrile, N-methyl-2-pyrrolidone and 1,4-butyrolactone. The experimental so... The laser monitor technique was used to determine solubilities and supersolubilities of HNS in N,N-dimethylformamide, dimethyl sulfoxide, acetonitrile, N-methyl-2-pyrrolidone and 1,4-butyrolactone. The experimental solubility values were correlated with λh equation, modified Apelblat equation and NRTL model. Furthermore, the dissolution enthalpy, dissolution entropy and the Gibbs energy of HNS were calculated by the experimental data. The results show that the solubilities of HNS in the above solvents increase with the increasing temperature. Besides, at the same temperature, the order of solubility is N-methyl-2-pyrrolidone > dimethyl sulfoxide > N,N-dimethylformamide > 1,4-butyrolactone > acetonitrile. The temperature dependence of predicted solubility is in agreement with the experimental data. 展开更多
关键词 HNS SOLUBILITY Liquid-solid EQUILIBRIUM CORRELATION Laser MONITOR technique
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DETERMINATION OF THE SOLUBILITIES OF 2,4-DICHLOROBENZALDEHYDE IN ORGANIC SOLVENTS 被引量:2
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作者 黑恩成 刘洪来 +2 位作者 沈建刚 孙建兰 胡英 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1995年第3期34-41,共8页
Solubilities of 2,4-dichlorobenzaldehyde in five single organic solvents,namely,n-propanol,n-butanol.cyclohexane,chloroform and dichloromethane as well as in two mixed solvents,namely,cyclohexane-acetone and cyclohexa... Solubilities of 2,4-dichlorobenzaldehyde in five single organic solvents,namely,n-propanol,n-butanol.cyclohexane,chloroform and dichloromethane as well as in two mixed solvents,namely,cyclohexane-acetone and cyclohexane n-butanol,have been measured.These data are correlated withWilson,NRTL and UNIQUAC activity coefficient models and can be used for the process design inthe purification of 2,4-dichlorobenzaldehyde. 展开更多
关键词 SOLUBILITY solid liquid EQUILIBRIUM thermal analysis 2.4- dichlotobenzaldehyde
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Solubilities of CO_2, CH_4,H_2,CO and N_2 in choline chloride/urea 被引量:2
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作者 Yujiao Xie Haifeng Dong +2 位作者 Suojiang Zhang Xiaohua Lu Xiaoyan Ji 《Green Energy & Environment》 SCIE 2016年第3期195-200,共6页
Solubilities of CO_2, CH_4, H_2, CO and N_2 in choline chloride/urea(ChCl/Urea) were investigated at temperatures ranging from 308.2 to328.2 K and pressures ranging from 0.6 to 4.6 MPa. The results show that the solub... Solubilities of CO_2, CH_4, H_2, CO and N_2 in choline chloride/urea(ChCl/Urea) were investigated at temperatures ranging from 308.2 to328.2 K and pressures ranging from 0.6 to 4.6 MPa. The results show that the solubilities of gases increase with increasing pressure and decreasing temperature. The solubility of CO_2 is higher than that of CH_4, H_2, CO and N_2, which indicates that ChCl/Urea may be used as a potential solvent for CO_2 capture from the gas mixture. Solubility of CO_2 in ChCl/Urea was fitted by Non-Random Two-Liquid and Redlich-Kwong(NRTL-RK) model, and solubility of CH_4, H_2, CO or N_2 in ChCl/Urea was fitted by Henry's Law. The standard enthalpy, standard Gibbs energy and standard entropy of gases were calculated. Additionally, the CO_2/CH_4 selectivities in water, dry ChCl/Urea and aqueous ChCl/Urea were further discussed. 展开更多
关键词 Gas solubility Choline chloride UREA CO2 separation
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Solubilities,Densities,Refractive Indices of Aqueous Ternary Systems PEG400-NaCl/KCl-H2O at 298 K 被引量:1
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作者 YU Xu-dong LI Mao-lan +5 位作者 WANG Lin HUANG Qin ZHENG Hong ZHENG Qiu-feng LIU Min ZENG Ying 《盐湖研究》 CSCD 2019年第2期40-45,68,共7页
Phase equilibria for the NaCl/KCl-PEG400-H2O aqueous ternary systems at 298 K were studied using an isothermal dissolution method.In addition,the densities and refractive indices were determined.The corresponding phas... Phase equilibria for the NaCl/KCl-PEG400-H2O aqueous ternary systems at 298 K were studied using an isothermal dissolution method.In addition,the densities and refractive indices were determined.The corresponding phase diagrams,as well as the density vs.composition and refractive index vs.composition diagrams,were plotted.Results revealed that over the entire PEG400 composition range studied at 298 K only 1 liquid phase was obtained,without the formation of a biphase region.The phase diagrams of these 2 systems consist of 1 homogeneous area with unsaturated liquid (L) and an equilibrium area containing the solid phase of NaCl/KCl and the saturated liquid phase (S+L).The solubility of NaCl/KCl decreases with the addition of PEG400 at 298 K. 展开更多
关键词 Solubility NACL KCL PEG400 Phase EQUILIBRIA
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Prediction of the Aqueous Solubilities of Polychlorinated Biphenyls 被引量:1
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作者 ShuShenLIU ShiHaiCUI LianShengWANG 《Chinese Chemical Letters》 SCIE CAS CSCD 2004年第4期467-470,共4页
Using the molecular electronegativity distance vector descriptors derived directly from the molecular topological structures, the aqueous solubilities of polychlorinated biphenyls (PCBs) were predicted. A three-variab... Using the molecular electronegativity distance vector descriptors derived directly from the molecular topological structures, the aqueous solubilities of polychlorinated biphenyls (PCBs) were predicted. A three-variable regression equation with correlation coefficient of 0.9739 and the root mean square errors of 0.26 was developed. The descriptors included in the equation represent three interactions between three pairs of atomic types, i.e., atom -C= and >C=, -C= and -Cl, and -Cl and -Cl. It has been proved that the aqueous solubilities of 137 PCB congeners can be accurately predicted as long as there are more than 65 calibration compounds. 展开更多
关键词 Polychlorinated biphenyls (PCBs) aqueous solubility molecular electronegativity distance vector (MEDV).
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Determination of the subcooled liquid solubilities of PAHs in partitioning batch experiments 被引量:1
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作者 Lihua Liu Fei Wu +1 位作者 Stefan Haderlein Peter Grathwohl 《Geoscience Frontiers》 SCIE CAS CSCD 2013年第1期123-126,共4页
Subcooled liquid solubility is the water solubility for a hypothetical state of liquid. It is an important parameter for multicomponent nonaqueous phase liquids (NAPLs) containing polycyclic aromatic hydrocarbons (... Subcooled liquid solubility is the water solubility for a hypothetical state of liquid. It is an important parameter for multicomponent nonaqueous phase liquids (NAPLs) containing polycyclic aromatic hydrocarbons (PAHs), which can exist as liquids even though most of the solutes are solid in their pure form at ambient temperature. So far, subcooled liquid solubilities were estimated from the solid water solubility and fugacity ratio of the solid and (subcooled) liquid phase, but rarely derived from experi- mental data. In our study, partitioning batch experiments were performed to determine the subcooled liquid solubility of PAHs in NAPL-water system. For selected PAH, a series of batch experiments were carried out at increased mole fractions of the target component in the NAPL and at a constant NAPL/ water volume ratio. The equilibrium aqueous PAH concentrations were measured with HPLC and/or GC- MS. The suhcooled liquid solubility was derived by extrapolation of the experimental equilibrium aqueous concentration to a mole fraction of unity. With the derived subcooled liquid solubility, the fugacity ratio and enthalpy of fusion of the solute were also estimated. Our results show a good agreement between the experimentally determined and published data. 展开更多
关键词 Subcooled liquid solubility PAH Enthalpy of fusion Fugacity ratio Batch experiment
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SOLUBILITIES OF CARBON DIOXIDE IN MIXTURES OF n-DECANE-n-HEXADECANE AND n-HEPTANE-TOLUENE
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作者 章连众 韩世钧 Helmut Knapp 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1996年第2期77-82,共6页
Solubilities of CO<sub>2</sub> in binary mixtures of n-decane-n-hexadecane and n-heptane-toluenewere measured in a glass apparatus by a synthetic method.Henry’s constants at several temperaturesand solven... Solubilities of CO<sub>2</sub> in binary mixtures of n-decane-n-hexadecane and n-heptane-toluenewere measured in a glass apparatus by a synthetic method.Henry’s constants at several temperaturesand solvent compositions were reported.While the Henry’s constants of CO<sub>2</sub> in mixtures of decaneand hexadecane can be satisfactorily predicted by a simple linear interpolation,prediction of Henry’sconstants for CO<sub>2</sub> in mixtures of heptane and toluene requires excess Gibbs energy of the solvent mix-tures.The standard thermodynamic functions of solution(ΔH<sup>0</sup>,ΔG<sup>0</sup>,and ΔS<sup>0</sup>)were reported. 展开更多
关键词 CARBONDIOXIDE N-DECANE N-HEXADECANE N-HEPTANE TOLUENE gas solubility thermodynamic properties
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SOLUBILITIES OF VINYL CHLORIDE IN EMULSIFIER SOLUTIONS
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作者 黄志明 顾乐明 +1 位作者 翁志学 潘祖仁 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1997年第1期79-84,共6页
1 INTRODUCTIONVinyl chloride(VC)is a slightly water-soluble monomer.But its solubility in water(~10g·L<sup>-1</sup>)is much higher than that of olefins(0.1~1g·L<sup>-1</sup>).The ... 1 INTRODUCTIONVinyl chloride(VC)is a slightly water-soluble monomer.But its solubility in water(~10g·L<sup>-1</sup>)is much higher than that of olefins(0.1~1g·L<sup>-1</sup>).The solubilityof VC is an important parameter in suspension,emulsion and miniemulsionpolymerizations.The presence of emulsifier in aqueous medium will enhance the solubil-ity of VC.The solubility of VC depends not only on the types and concentration of theemulsifier,but also on the temperature and pressure.Unfortunately,the solubilities ofVC in emulsifier solutions are rarely reported in literatures. 展开更多
关键词 VINYL CHLORIDE SOLUBILITY EMULSIFIER long chain FATTY alcohol
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SOLUBILITIES OF Ce,Nd AND Y IN α-Fe
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作者 LI Laifeng XING Zhongshu Institute of Metal Research,Academia Sinica,Shenyang,China XING Zhongshu,professor,Institute of Metal Research,Academia Sinica,Shenyang 110015,China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1993年第5期309-315,共7页
The solubilities of Ce,Nd and Y in α-Fe at 873 to 1153 K have been deter mined by means of electron microprobe quantitative analyses.The temperature dependences of the solubilities were obtained from the experimental... The solubilities of Ce,Nd and Y in α-Fe at 873 to 1153 K have been deter mined by means of electron microprobe quantitative analyses.The temperature dependences of the solubilities were obtained from the experimental data.The results have been compared with those deter- mined by three other technigues,very good agreement was obtained between the results of all these techniques. 展开更多
关键词 Α-FE CE ND Y SOLUBILITY
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Effects of High Hydrostatic Pressure on the Solubilities and Structures of Alaska Pollock Protein
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作者 LIU Chuyi MA Xiaoming +1 位作者 Li Bo LI Bafang 《Journal of Ocean University of China》 SCIE CAS CSCD 2019年第2期413-419,共7页
Alaska pollock is an important protein source which is extensively used in the food industry. Pollock protein isolates(PPI) with significantly enriched protein contents could be prepared using isoelectric solubilizati... Alaska pollock is an important protein source which is extensively used in the food industry. Pollock protein isolates(PPI) with significantly enriched protein contents could be prepared using isoelectric solubilization/precipitation(ISP) processing; however, the functional properties of this process is limited by the large amount of water-insoluble proteins. In this study, we investigated the influence of high hydrostatic pressure(HHP) treatment on the solubility and structural changes of PPI. PPI obtained using ISP is treated with hydrostatic pressures of 200, 300, 400, and 500 MPa for up to 15 min, and the HHP-treated samples were observed to exhibit significantly improved solubilities. Further biochemical assays reveal that the continuous HHP treatments reduce the contents of free sulfhydryl groups and promote the formation of macromolecules with better water solubilities, which may induce the solubility improvements of the HHP-treated PPI. Our results indicate that HHP can be utilized to effectively prepare highly water-soluble Alaska pollock protein in food processing. 展开更多
关键词 Alaska POLLOCK PROTEIN isolate(PPI) SOLUBILITY high HYDROSTATIC pressure PROTEIN structure
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FACTORS INFLUENCING SOLID SOLUBILITIES OFRARE-EARTHS IN Pd
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作者 YN Ning and YT. Ning(Kunming Institute of Precious Metals, Kunming 650221, China) 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1997年第4期318-322,共5页
A parameter describing the solid solubilities of mre-earths in Pd, Nf/aX(TR - rPd),was proposed, where N is the fshell filled electron nutnben △X the electronegativity dtherence between Palladium and rare-earths, rR ... A parameter describing the solid solubilities of mre-earths in Pd, Nf/aX(TR - rPd),was proposed, where N is the fshell filled electron nutnben △X the electronegativity dtherence between Palladium and rare-earths, rR the atotnic radii of rare-earth elementand rPd of Pd. The marimum solid solubilities are linear relation to this parnmeterexcept La, Nd and Ce. 展开更多
关键词 solid solubility RARE-EARTH palladiutn
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Description and Prediction of the Solid Solubilities of Binary Alloys Based on the Actinide Metals
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作者 张邦维 廖树帜 《Rare Metals》 SCIE EI CAS CSCD 1993年第1期9-15,共7页
The solid solubilities of 207 binary alloys based on the three actinide metals (Th, U and Pu) at room tem- perature are studied with the two theoretical schemes suggested by one of the present authors (ZBW).The re- su... The solid solubilities of 207 binary alloys based on the three actinide metals (Th, U and Pu) at room tem- perature are studied with the two theoretical schemes suggested by one of the present authors (ZBW).The re- sults show that the soluble elements can be distinguished from the insoluble ones by a parabola y_1=a--bx^2 or an ellipse (x_2,-m)~2/c^2+(y_2-n)~2/d^2=l with the total reliabilities of 87.9% and 92.3% respectively for the 207 binary alloys. The contants a and b in the parabola equation, and c, d, m and n in the ellipse equation can be related to some appropriate parameters for each host metal respectively. The reasons are discussed. From the theories the soluble elements in these actinide host metals that have not been measured yet can be predicted in the accuracies of the schemes. 展开更多
关键词 Binary alloy Actinide metals Solid solubility
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SOLID SOLUBILITIES OF Ce, Nd AND Y IN α—Fe AT ROOM TEMPERATURE
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作者 Li, Laifeng Xing, Zhongshu~② Zhao, Bing Cryogenic Laboratory, Academia Sinica, Beijing 100080, China Institue of Metal Research, Academia Sinica, Shenyang 110015, China 《中国有色金属学会会刊:英文版》 CSCD 1993年第3期48-51,共4页
Using the thermodynamic formula of solid solubility in dilute solution, the solid solubilities of Ce. Nd and Y in α-Fe at room temperature have been calculated The results are 48, 32 and 1(×10<sup>-4</s... Using the thermodynamic formula of solid solubility in dilute solution, the solid solubilities of Ce. Nd and Y in α-Fe at room temperature have been calculated The results are 48, 32 and 1(×10<sup>-4</sup>wt. -%) respectively and the mechanism influencing the values of solid solubilities are also discussed. 展开更多
关键词 SOLUBILITY THERMODYNAMICS DILUTE solution
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CALCULATION OF GOLD SOLUBILITIES IN THE WINDOW OF T & P
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作者 D.C.McPhail D.R.Gray 《Geotectonica et Metallogenia》 1999年第1期58-83,共26页
Calculations based on the newest thermodynamic properties and supposed ore-fluid conditions suggest that gold solubilities in aqueous hydrosulphide and chloride fluids wi1l change with both temperature and pressure.At... Calculations based on the newest thermodynamic properties and supposed ore-fluid conditions suggest that gold solubilities in aqueous hydrosulphide and chloride fluids wi1l change with both temperature and pressure.At given 100 MPa, the gold solubility in aqueous hydrosulphide fluids will increase as the temperature increases, and reach the peak at 400℃, then decrease as the temperature increases;at 150 MPa, the peak of gold solubility is located at 500℃. At 100 MPa, however, the gold solubility in aqueous chloride fluids will also increase as the temperature increases, and reach the peak at 500℃, then decrease as the temperature increases ; at 150 MPa, the peak of gold solubility is shifted to 600℃ or higher. On the other hand, at given 300℃ and below 300℃,the gold solubility in aqueous hydrosulphide and chloride fluids changes very little as the pressure increases ; however, above 400℃ the gold solubility will increase sharply with pressure. This certifies that the pressure plays a very important role on the gold solubility at high temperature, At some content,the influence of pressure on the gold solubility is the same as that of temperature. Peaks of gold solubilities in aqueous hydrosulphide and chloride fluids in the window of T & P will form a trajectory respectively in the crust. The two trajectories will form a belt which is a favorite region for gold transportation in ore-forming fluids. Outside of this region, gold will be deposited from the ore-forming fluids. It is possible that the positions of gold deposits wou1d be inferred with this diagram in the future. 展开更多
关键词 ORE-FORMING FLUID GOLD SOLUBILITY temperature & pressure
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Absorption characteristics,model,and molecular mechanism of hydrogen sulfide in morpholine acetate aqueous solution
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作者 Hongwei Jin Yun Teng +8 位作者 Kangkang Li Zhou Feng Zhonghao Li Shiqi Qu Hongzhi Xia Huanong Cheng Yugang Li Xinshun Tan Shiqing Zheng 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第2期125-135,共11页
The solubility of H_(2)S was measured in solutions of N-butyl-N-methylmorpholine acetate([Bmmorp][Ac])containing 20%-40%(mass)water at experimental temperatures ranged from 298.15 to 328.15 K and pressures up to 320 k... The solubility of H_(2)S was measured in solutions of N-butyl-N-methylmorpholine acetate([Bmmorp][Ac])containing 20%-40%(mass)water at experimental temperatures ranged from 298.15 to 328.15 K and pressures up to 320 k Pa.The total solubility of H_(2)S increased with higher temperatures,lower pressures,and reduced water content.The reaction equilibrium thermodynamic model was used to correlate the solubility data.The results indicate that the chemical reaction equilibrium constant decrease with increasing water content and temperature,whereas Henry constant increase with increasing water content and temperature.Compared with other ionic liquids,H_(2)S exhibits a higher physical absorption enthalpy and a lower chemical absorption enthalpy in[Bmmorp][Ac]aqueous solution.This suggests that[Bmmorp][Ac]has a strong physical affinity for H_(2)S and low energy requirement for desorption.Quantum chemical methods were used to investigate the molecular mechanism of H_(2)S absorption in ionic liquids.The interaction energy analysis revealed that the binding of H_(2)S with the ionic liquid in a1:2 ratio is more stable.Detailed analyses by the methods of the interaction region indicator and the atoms in molecules were conducted to the interactions between H_(2)S and the ionic liquid. 展开更多
关键词 Ionic liquid Hydrogen sulfide MODEL SOLUBILITY Molecular mechanism
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Mapping out the reaction network of humin formation at the initial stage of fructose dehydration in water
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作者 Xing Fu Yexin Hu +4 位作者 Ping Hu Hui Li Shuguang Xu Liangfang Zhu Changwei Hu 《Green Energy & Environment》 SCIE EI CAS CSCD 2024年第6期1016-1026,共11页
The formation of humins hampers the large-scale production of 5-hydroxymethylfurfural(HMF)in biorefinery.Here,a detailed reaction network of humin formation at the initial stage of fructose-to-HMF dehydration in water... The formation of humins hampers the large-scale production of 5-hydroxymethylfurfural(HMF)in biorefinery.Here,a detailed reaction network of humin formation at the initial stage of fructose-to-HMF dehydration in water is delineated by combined experimental,spectroscopic,and theoretical studies.Three bimolecular reaction pathways to build up soluble humins are demonstrated.That is,the intermolecular etherification of β-furanose at room temperature initiates the C12 path,whereas the C-C cleavage of a-furanose at 130-150℃ leads to C11 path,and that of open-chain fructose at 180℃ to C11' path.The successive intramolecular dehydrations and condensations of the as-formed bimolecular intermediates lead to three types of soluble humins.We show that the C12 path could be restrained by using HCl or AlCl_(3) catalyst,and both the C12 and C110 paths could be effectively inhibited by adding THF as a co-solvent or accelerating heating rate via microwave heating. 展开更多
关键词 Carbohydrates 5-HYDROXYMETHYLFURFURAL Reaction network Soluble humins TAUTOMER
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MIR1868 negatively regulates rice cold tolerance at both the seedling and booting stages
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作者 Yang Shen Xiaoxi Cai +7 位作者 Yan Wang Wanhong Li Dongpeng Li Hao Wu Weifeng Dong Bowei Jia Mingzhe Sun Xiaoli Sun 《The Crop Journal》 SCIE CSCD 2024年第2期375-383,共9页
Low temperature causes rice yield losses of up to 30%–40%,therefore increasing its cold tolerance is a breeding target.Few genes in rice are reported to confer cold tolerance at both the vegetative and reproductive s... Low temperature causes rice yield losses of up to 30%–40%,therefore increasing its cold tolerance is a breeding target.Few genes in rice are reported to confer cold tolerance at both the vegetative and reproductive stages.This study revealed a rice-specific 24-nt miRNA,miR1868,whose accumulation was suppressed by cold stress.Knockdown of MIR1868 increased seedling survival,pollen fertility,seed setting,and grain yield under cold stress,whereas its overexpression conferred the opposite phenotype.Knockdown of MIR1868 increased reactive oxygen species(ROS)scavenging and soluble sugar content under cold stress by increasing the expression of peroxidase genes and sugar metabolism genes,and its overexpression produced the opposite effect.Thus,MIR1868 negatively regulated rice cold tolerance via ROS scavenging and sugar accumulation. 展开更多
关键词 RICE Cold tolerance MIRNA ROS scavenging Soluble sugar accumulation
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Machine learning with active pharmaceutical ingredient/polymer interaction mechanism:Prediction for complex phase behaviors of pharmaceuticals and formulations
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作者 Kai Ge Yiping Huang Yuanhui Ji 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第2期263-272,共10页
The high throughput prediction of the thermodynamic phase behavior of active pharmaceutical ingredients(APIs)with pharmaceutically relevant excipients remains a major scientific challenge in the screening of pharmaceu... The high throughput prediction of the thermodynamic phase behavior of active pharmaceutical ingredients(APIs)with pharmaceutically relevant excipients remains a major scientific challenge in the screening of pharmaceutical formulations.In this work,a developed machine-learning model efficiently predicts the solubility of APIs in polymers by learning the phase equilibrium principle and using a few molecular descriptors.Under the few-shot learning framework,thermodynamic theory(perturbed-chain statistical associating fluid theory)was used for data augmentation,and computational chemistry was applied for molecular descriptors'screening.The results showed that the developed machine-learning model can predict the API-polymer phase diagram accurately,broaden the solubility data of APIs in polymers,and reproduce the relationship between API solubility and the interaction mechanisms between API and polymer successfully,which provided efficient guidance for the development of pharmaceutical formulations. 展开更多
关键词 Multi-task machine learning Density functional theory Hydrogen bond interaction MISCIBILITY SOLUBILITY
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