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Research Progress in the Fabrication of Covalent Organic Framework Membranes for Chemical Separations
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作者 Cui-Ting Ding Jin-Qiu Yuan +6 位作者 Meng-Ying Xie Qing-Yuan Liu Zeng-Guang Yao Shi-Yu Zhang Run-Nan Zhang Hong Wu Zhong-Yi Jiang 《Chinese Journal of Polymer Science》 SCIE EI CAS CSCD 2024年第2期141-158,I0005,共19页
Membrane technology has become one of the most promising separation technologies for its energy saving, high separation efficiency, environmental friendliness, and economic feasibility. Covalent organic frameworks(COF... Membrane technology has become one of the most promising separation technologies for its energy saving, high separation efficiency, environmental friendliness, and economic feasibility. Covalent organic frameworks(COFs) with intrinsically high porosity, controllable pore size, uniform pore size distribution and long-range ordered channel structure, have emerged as next-generation materials to fabricate advanced separation membranes. This feature article summarizes some latest studies in the development of pure COF membranes in our lab, including their fabrication and applications in chemical separations. Finally, current challenges facing high-performance COF separation membranes are discussed. 展开更多
关键词 Covalent organic frameworks Covalent organic framework membranes Water treatment Organic solvent nanofiltration Gas separation
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Asphaltenes: Separations, structural analysis and applications 被引量:11
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作者 Pingping Zuo Shijie Qu Wenzhong Shen 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2019年第7期186-207,共22页
Asphaltenes, complex aromatic compounds from various carbonaceous sources, could be obtained by solvent dissolution, filtration and adsorption. It was difficult to clarify the molecular structures and chemical propert... Asphaltenes, complex aromatic compounds from various carbonaceous sources, could be obtained by solvent dissolution, filtration and adsorption. It was difficult to clarify the molecular structures and chemical properties of asphaltene due to its structural similarity, composition complexity and source dependences. Many techniques, like Mass spectrometry, Chromatography, Nuclear magnetic resonance spectroscopy, Infrared spectroscopy, Roman spectroscopy, Fluorescence spectroscopy, X-ray diffraction analysis and Small-angle scattering techniques and so on, have revealed some valuable descriptions of asphaltenes chemical compositions and fundamental structures. Moreover, advanced Mass spectrometry,Atomic force microscopy and Scanning tunneling microscopy could provide more clear and essential molecular compounds and structures in asphaltenes. In addition, several asphaltenes models have succeeded to illustrate aggregation properties asphaltene. In this work, the progress on asphaltene separation, characterization and application was summarized, and the similarities and differences between coal-derived asphaltenes and petroleum asphaltenes were compared. Furthermore, the reactivity of asphaltenes has been discussed in the aspect of hydroprocessing, pyrolysis and gasification. Asphaltene was excellent carbon precursor for functional carbon material due to its high aromaticity and carbon yield;several porous carbon nanosheets from asphaltenes that would be prospective electrode materials after being graphitized were shown. Pitch-based carbon fiber derived from coal-derived asphaltenes displayed a tensile strength of 1.0 GPa and elastic modulus of 350 MPa, respectively. These powerful advances will provide asphaltenes promising developments. 展开更多
关键词 ASPHALTENES separations STRUCTURES AGGREGATION APPLICATIONS
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Metal separations of interest to the Chinese metallurgical industry 被引量:3
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作者 S.R.Izatt N.E.Izatt R.L.Bruening 《Journal of Rare Earths》 SCIE EI CAS CSCD 2010年第S1期22-29,共8页
IBC Advanced Technologies’ Molecular Recognition Technology(MRT) SuperLig products selectively and rapidly bind with target species enabling their selective removal from solutions.The MRT process can produce a high p... IBC Advanced Technologies’ Molecular Recognition Technology(MRT) SuperLig products selectively and rapidly bind with target species enabling their selective removal from solutions.The MRT process can produce a high purity separation product of maximum added value at a competitive cost.SuperLig products have high selectivity for many target species which can include metal ions,anions,and neutral molecules.In operation,the SuperLig product is first placed in a packed column.A solution containing a mixture of the target species and other chemical species is then passed through the column.The target species is removed selectively by the SuperLig product,the column is washed to remove residual feed solution,and the target species is recovered by a minimal quantity of eluent.The result is a pure and concentrated species that can be kept for its value or disposed of safely.The process is environmentally and ecologically friendly with no organic solvents being used.This paper provides a review of some examples of applications of MRT to separations of interest to the Chinese metallurgical industry.Included are several applications of MRT,including Pd separations from Pt metal refinery streams and low-grade spent catalyst wastes,Rh recovery from spent auto catalyst and other feeds,Re removal from selected impurity ions,Cd removal from Co electrolyte,Bi removal from Cu electrolyte,In and Ge separations from difficult matrices,and removal of bivalent first transition series and other metal ions from acid mine drainage(Berkeley Pit,Montana).Finally,the potential application of MRT to separations involving the recovery of rare earth metals and Li from low-level waste solutions and end-of-life products is discussed. 展开更多
关键词 selective and environmentally friendly metal separations molecular recognition technology SuperLig platinum group metals minor metals transition series metals RHENIUM cadmium indium germanium BISMUTH rare earth metals lithium
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THE SEPARATIONS OF ENANTIOMERS OF α—SUBSTITUTED-(2—PYRIDYL)—METHYLAMINES ON A CHIRASIL-VAL CAPILLARY COLUMN
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作者 Lan Jun WU Ai Qiao MI Yao Zhong JLANG Chengdu Institute of Organic Chemistry Academia Sinica,Chengdu 610015 《Chinese Chemical Letters》 SCIE CAS CSCD 1991年第3期243-244,共2页
Enantiomers of a-substituted-(2-pyridyl)-methylarfdnes uere separated on SC -7 gas chromatograph with a 20m×0.25mm Chirasil-Val capIlary column,Carrier gas was nitro- gen or hydrogen.The resolution factors(ri.s) ... Enantiomers of a-substituted-(2-pyridyl)-methylarfdnes uere separated on SC -7 gas chromatograph with a 20m×0.25mm Chirasil-Val capIlary column,Carrier gas was nitro- gen or hydrogen.The resolution factors(ri.s) were 1.02 to 1.06.Enantiomers of pyridyl anines were separated to and near to base line. 展开更多
关键词 VAL SUBSTITUTED THE separations OF ENANTIOMERS OF METHYLAMINES ON A CHIRASIL-VAL CAPILLARY COLUMN PYRIDYL
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Equivalent materials simulation experimental study on bed separations developing and mining subsidence in constant humidity and constant temperature conditions
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作者 付志亮 王素华 高延法 《Journal of Coal Science & Engineering(China)》 2008年第4期585-590,共6页
A new experiment was made on the developing of bed separations and mining subsidence from Tangshan T2192 working face by equivalent materials simulation.The overburden deformation and the developing of bed separations... A new experiment was made on the developing of bed separations and mining subsidence from Tangshan T2192 working face by equivalent materials simulation.The overburden deformation and the developing of bed separations with working face advanc- ing was simulated by a new model.The results show that the maximum value of bed separations moved forward gradually along with the working face advancing;the maxi- mum value of bed separations is 0.31~0.50 times of mining thickness.The key strata have a great influence upon surface subsidence during the overburden movement process.The mechanics parameters of new experiment are fitted with results in fields perfectly. 展开更多
关键词 SUBSIDENCE bed separations constant humidity constant temperature equivalent simulation experiment
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Fiber Sorbents−A Versatile Platform for Sorption-Based Gas Separations
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作者 João Marreiros Yuxiang Wang +4 位作者 MinGyu Song William J.Koros Matthew J.Realff Christopher W.Jones Ryan P.Lively 《Accounts of Materials Research》 2025年第1期6-16,共11页
CONSPECTUS:Increasing demand for high-purity fine chemicals and a drive for process intensification of large-scale separations have driven significant work on the development of highly engineered porous materials with... CONSPECTUS:Increasing demand for high-purity fine chemicals and a drive for process intensification of large-scale separations have driven significant work on the development of highly engineered porous materials with promise for sorption-based separations.While sorptive separations in porous materials offer energy-efficient alternatives to longstanding thermal-based methods,the particulate nature of many of these sorbents has sometimes limited their large-scale deployment in high-throughput applications such as gas separations,for which the necessary high feed flow rates and gas velocities accrue prohibitive operational costs.These processability limitations have been historically addressed through powder shaping methods aimed at the fabrication of structured sorbent contactors based on pellets,beads or monoliths,commonly obtained as extrudates.These structures overcome limitations such as elevated pressure drops commonly recorded across powder adsorption beds but often accrue thermal limitations arising from elevated particle density and aggregation,which ultimately cap their maximum separation performance.Furthermore,the harsh mechanical strain to which powder particles are subjected during contactor fabrication,in the form of extrusion/compression forces,can result in partial pore occlusion and framework degradation,further limiting their performance.Here,we present the development of porous fiber sorbents as an alternative sorbent contactor design capable of addressing sorbent processability limitations while enabling an array of performance-maximizing heat integration capabilities.This new sorbent form factor leverages pre-existing know-how from hollow fiber spinning to produce fiber-shaped sorbent contactors through the phase inversion of known polymers in a process known as dry-jet/wet quenching.The process of phase inversion allows microporous sorbent particles to be latched onto a macroporous polymer matrix under mild processing conditions,thus making it compatible with soft porous materials prone to amorphization under traditional pelletization conditions.Sorbent fibers can be created with different geometries through control of the spinning apparatus and process,offering the possibility to produce monolithic and hollow fibers alike,the latter of which can be integrated with thermalization fluid flows.In this Account,we summarize our progress in the field of fiber sorbents from both design and application standpoints.We further guide the reader through the evolution of this field from the early inceptive work on zeolite hollow fibers to recent developments on MOF fibers.We highlight the versatile nature of fiber sorbents,both from the composition,fabrication and structure points of view,and further demonstrate how fiber sorbents offer alternative paths in tackling new and challenging chemical separation challenges like direct air capture(DAC),with a final perspective on the future of the field. 展开更多
关键词 gas separations highly engineered porous materials sorptive separations process intensification fiber sorbents porous materials sorption based separations
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A Non-linear Non-ideal Model of Simulated Moving Bed Chromatography for Chiral Separations 被引量:8
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作者 卢建刚 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2003年第2期234-239,共6页
A non-linear non-ideal model, taking into account non-linear competitive isotherms, axial dispersion, film mass transfer, intraparticle diffusion, and port periodic switching, was developed to simulate the dynamics of... A non-linear non-ideal model, taking into account non-linear competitive isotherms, axial dispersion, film mass transfer, intraparticle diffusion, and port periodic switching, was developed to simulate the dynamics of simulated moving bed chromatography (SMBC). The model equations were solved by a new efficient numerical technique of orthogonal collocation on finite elements with periodical movement of concentration vector. The simulated SMBC performance is in accordance with the experimental results reported in the literature for separation of l,1'-bi-2-naphthol enantiomers using SMBC. This model is useful for design, operation, optimization and scale-up of non-linear SMBC for chiral separations with significant non-ideal effects, especially for high solute concentration and small intraparticle diffusion coefficient or large chiral stationary phase particle. 展开更多
关键词 simulated moving bed chromatography chiral separation non-linear isotherm non-ideal effect DYNAMICS
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All-solid-state BiVO4/ZnIn2S4 Z-scheme composite with efficient charge separations for improved visible light photocatalytic organics degradation 被引量:6
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作者 Deling Yuan Mengting Sun +5 位作者 Shoufeng Tang Yating Zhang Zetao Wang Jinbang Qi Yandi Rao Qingrui Zhang 《Chinese Chemical Letters》 SCIE CAS CSCD 2020年第2期547-550,共4页
Constructing a Z-scheme is a significant approach to improve the separation of photogene rated carriers for effective organic pollutant degradation.Herein,a BiVO4/ZnIn2S4(BZ) Z-scheme composite was successfully synthe... Constructing a Z-scheme is a significant approach to improve the separation of photogene rated carriers for effective organic pollutant degradation.Herein,a BiVO4/ZnIn2S4(BZ) Z-scheme composite was successfully synthesized,and applied to photodegrade methyl orange(MO) irradiated by a LED lamp.Anchoring the BiVO4 on the ZnIn2S4 nanoparticles promoted the separation of photogenerated electronholes and broadened the light response range.The detailed characterizations,including surface morphology,elements valence state,and photocurrent performance,demonstrated that the enhanced separation of photogenerated carriers was the pivotal reason for the enhanced photocatalysis reaction.Benefiting from the excellent photocatalytic characteristics,the 5% mass ratio of BZ composite presented the highest MO degradation rate of 0.00997 min^-1,which was 1.9 and 10.3 times greater than the virgin ZnIn2S4 and BiVO4,respectively.Furthermore,the BZ hybrid materials indicated a well photo-stability in the four recycling tests. 展开更多
关键词 Z-scheme COMPOSITE BIVO4 ZnIn2S4 Visible light photocatalysis Charge separation Organic pollutant DEGRADATION
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High-performance SSZ-13 membranes prepared using ball-milled nanosized seeds for carbon dioxide and nitrogen separations from methane 被引量:3
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作者 Xinping Li Yaowei Wang +4 位作者 Tangyin Wu Shichao Song Bin Wang Shenglai Zhong Rongfei Zhou 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2020年第5期1285-1292,共8页
SSZ-13 membranes with high separation performances were prepared using ball-milled nanosized seeds by once hydrothermal synthesis.Separation performances of SSZ-13 membranes in CO2/CH4 and N2/CH4 mixtures were enhance... SSZ-13 membranes with high separation performances were prepared using ball-milled nanosized seeds by once hydrothermal synthesis.Separation performances of SSZ-13 membranes in CO2/CH4 and N2/CH4 mixtures were enhanced after synthesis modification.Single-gas permeances of CO2,N2 and CH4 and ideal selectivities were recorded through SSZ-13 membranes.The effects of temperature,pressure,feed flow rate and humidity on separation performance of the membranes were discussed.Three membranes prepared after synthesis modifications had an average CO2 permeance of 1.16×10-6 mol·(m2·s·Pa)-1(equal to 3554 GPU)with an average CO2/CH4 selectivity of 213 in a 50 vol%/50 vol%CO2/CH4 mixture.It suggests that membrane synthesis has a good reproducible.The membrane also displayed a N2 permeance of 1.07×10-7 mol·(m2·s·Pa)-1(equal to 320 GPU)with a N2/CH4 selectivity of 13 for a 50 vol%/50 vol%N2/CH4 mixture.SSZ-13 membrane displayed stable and good separation performance in the wet CO2/CH4 mixture for a long test period over 100 h at 348 K.The current SSZ-13 membranes show great potentials for the simultaneous removals of CO2 and N2 in natural gas purification as a facile process suitable for industrial application. 展开更多
关键词 Carbon/methane separation Nitrogen/methane separation CHA membrane Natural gas purification
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Conjugated microporous polymer membranes for chemical separations 被引量:1
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作者 Zongyao Zhou Zhen Li +1 位作者 Lubna M.Rehman Zhiping Lai 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2022年第5期1-14,共14页
Conjugated microporous polymers(CMPs) are a unique class of porous organic materials, which are constructed with π-conjugation structures leading to intrinsic micropores. The CMPs properties such as high surface area... Conjugated microporous polymers(CMPs) are a unique class of porous organic materials, which are constructed with π-conjugation structures leading to intrinsic micropores. The CMPs properties such as high surface area, intrinsic and rich micropores, interlocking and rigid structure, extensive π-conjugation and tunable band-gap, chemical and thermal stability, together with tailored functionalities, contribute to its abundant potential for application in fields such as photocatalysis, optoelectronics, energy storage, and chemical sensors. Recently, CMPs have gained importance in the field of membranes for chemical separation. In this review, we briefly discuss the historical development of CMPs, followed by a detailed description of the progress in state-of-the-art design, preparation, and application of CMPs in membranes. Additionally, we provide inference on the future prospects of CMPs as membranes. 展开更多
关键词 Conjugated microporous polymer MEMBRANE SEPARATION ELECTROPOLYMERIZATION FILM
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Enantiomeric separations of four basic drugs containing N-alkyl groups by a RP-HPLC system using SBE-β-CD as chiral mobile phase additive 被引量:2
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作者 Min Huang Wen-Jing Chen +11 位作者 Ying Zhou Ru Feng Jie Fu Jing-Yi Ma Xiang-Shan Tan Chi-Yu He Qi-Ming Zhang Wen-Yi He Yu-Lin Deng Yu-Kui Zhang Xian-Feng Zhang Yan Wang 《Chinese Chemical Letters》 SCIE CAS CSCD 2013年第9期840-844,共5页
The chiral separations of four pharmaceutical racemates which contain N-alkyl groups were satisfactorily resolved using SBE-β-CD as a chiral mobile phase additive (CMPA) in a RP-HPLC system (the resolution is 2.70... The chiral separations of four pharmaceutical racemates which contain N-alkyl groups were satisfactorily resolved using SBE-β-CD as a chiral mobile phase additive (CMPA) in a RP-HPLC system (the resolution is 2.701 for ondansetron hydrochloride, 1.996 for sulpiride, 1.293 for clenbuterol hydrochloride and 0.816 for omeprazole). In addition, the effects of different parameters such as CD type and CD concentration were investigated. The separation mechanism arises through the combination of several potential interactions, including electrostatic interactions as well as hydrogen bonding interactions and hydrophobic inclusion interactions, which allow for the SBE-β-CD-drug complexation with strong stereoselectivity and stability. The resolution also relates to the number and location of N atoms in the enantiomers. This method will be applicable to the isolation of various types of biologically imoortant enantiomers containing N-alkyl groups. 展开更多
关键词 Chiral separation Chiral mobile phase additive (CMPA)SBE-β-CDN-Alkyl group
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A new type of triptycene-based stationary phases with alkylated benzimidazolium cations for gas chromatographic separations
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作者 Jun He Meiling Qi 《Chinese Chemical Letters》 SCIE CAS CSCD 2019年第7期1415-1418,共4页
Favorable physicochemical properties and unique molecular recognition capability endow triptycenebased materials with good potential as stationary phases for gas chromatography (GC). This work reports a new type of tr... Favorable physicochemical properties and unique molecular recognition capability endow triptycenebased materials with good potential as stationary phases for gas chromatography (GC). This work reports a new type of triptycene-based materials functionalized by three benzimidazolium cations with different peripheral alkyl lengths (denoted as TP-3Bim-5C and TP-3Bim-12C) and their GC separation performance. As a result, they shared high resolving performance for the naphthalene isomers but differed for the benzene derivatives with varying polarity. Moreover, their capillary columns exhibited good repeatability and thermal stability. This work presents a facile strategy for tailoring the selectivity of the TP-based stationary phases and demonstrates their promising future for chromatographic analysis. 展开更多
关键词 Triptycene-based materials Benzimidazolium cation Gas chromatography Stationary phase Separation performance
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Testing the Intermediate-Range Force at Separations Around 50 Meters
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作者 YANG Xinshe LIU Wuming +1 位作者 ZHAO Hailong LI Jingtian 《Chinese Physics Letters》 SCIE CAS CSCD 1991年第7期329-332,共4页
We use a LaCoste-Romberg model D gravimeter to measure the gravitational forces at fixed positions when a large cylindrical reservoir is full and when it is empty.The differences determine the intermediate-range force... We use a LaCoste-Romberg model D gravimeter to measure the gravitational forces at fixed positions when a large cylindrical reservoir is full and when it is empty.The differences determine the intermediate-range force at various separations around 50m to about 0.5%accuracy. 展开更多
关键词 RESERVOIR CYLINDRICAL separation
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The Enantiomer Separations of Allethrone and Propargyllone Using Two Long Chain Acylated b-Cyclodextrin Derivatives as CGC Capillary Stationary Phases
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作者 Xue Yan SHI Hong Chao GUO +2 位作者 Zhen QIAO Shi Cong HOU Min WANG 《Chinese Chemical Letters》 SCIE CAS CSCD 2002年第10期973-976,共4页
Using two b-cyclodextrin derivatives (CDs) with long chain of acyl groups as chiral stationary phases (CSPs) of capillary gas chromatography (CGC), the enantiomers of racemic allethrone and propargyllone were well res... Using two b-cyclodextrin derivatives (CDs) with long chain of acyl groups as chiral stationary phases (CSPs) of capillary gas chromatography (CGC), the enantiomers of racemic allethrone and propargyllone were well resolved after derived with acetyl chloride. The enantiomer excess values (e.e.%) of 1S-allethrone and 1S-propargyllone were also determined successfully using these CDs. 展开更多
关键词 Enantiomer separation allethrone propargyllone capillary gas chromatography (CGC) b-cyclodextrin derivatives.
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Computational Studies of DNA Separations in Micro-Fabricated Devices: Review of General Approaches and Recent Applications
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作者 Saman Monjezi Behrouz Behdani +2 位作者 Meyyammai B. Palaniappan James D. Jones Joontaek Park 《Advances in Chemical Engineering and Science》 2017年第4期362-392,共31页
DNA separation techniques have drawn attention because of their uses in applications such as gene analysis and manipulation. There have been many studies utilizing micro-fabricated devices for faster and more efficien... DNA separation techniques have drawn attention because of their uses in applications such as gene analysis and manipulation. There have been many studies utilizing micro-fabricated devices for faster and more efficient separations than traditional methods using gel electrophoresis. Although many experimental studies have presented various new devices and methods, computational studies have played a pivotal role in this development by identifying separation mechanisms and by finding optimal designs for efficient separation conditions. The simulation of DNA separation methods in micro-fabricated devices requires the correct capture of the dynamics and the structure of a single polymer molecule that is being affected by an applied flow field or an electric field in complex geometries. In this work, we summarize the polymer models (the bead-spring model, the bead-rod model, the slender-body model, and the touching-bead model) and the methods, focusing on Brownian dynamics simulation, used to calculate inhomogeneous fields taking into consideration complex boundaries (the finite element method, the boundary element method, the lattice-Boltzmann method, and the dissipative particle dynamics simulation). The worm-like chain model (adapted from the bead-spring model) combined with the finite element method has been most commonly used but other models have shown more efficient and accurate results. We also review the applications of these simulation approaches in various separation methods and devices: gel electrophoresis, post arrays, capillary electrophoresis, microchannel flows, entropic traps, nanopores, and rotational flows. As more complicated geometries are involved in new devices, more rigorous models (such as incorporating the hydrodynamic interactions of DNA with solid boundaries) that can correctly capture the dynamic behaviors of DNA in such devices are needed. 展开更多
关键词 DNA Separation Single Polymer DYNAMICS BROWNIAN DYNAMICS Simulation Microfluidics ELECTROPHORESIS Entropic TRAP MICROCHANNEL
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Anion-pillared MOFs for challenging hydrocarbon separations
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作者 Yunjia Jiang Lingyao Wang Yuanbin Zhang 《Chinese Journal of Structural Chemistry》 CSCD 2024年第11期8-10,共3页
Anion-pillared metal-organic frameworks(APMOFs)as a unique class of metal-organic frameworks have garnered considerable attention in gas separation.APMOFs are typically consisting of organic linkers,anionic pillars an... Anion-pillared metal-organic frameworks(APMOFs)as a unique class of metal-organic frameworks have garnered considerable attention in gas separation.APMOFs are typically consisting of organic linkers,anionic pillars and metal ions,which can be divided into two categories based on the structure:pillar-layered and pillar-caged.The inclusion of anions imparts significant polarization to the pore surface,rendering it condu-cive to selective gas adsorption and separation applications. 展开更多
关键词 separation. SEPARATION RENDERING
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SEFormer:A Lightweight CNN-Transformer Based on Separable Multiscale Depthwise Convolution and Efficient Self-Attention for Rotating Machinery Fault Diagnosis 被引量:1
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作者 Hongxing Wang Xilai Ju +1 位作者 Hua Zhu Huafeng Li 《Computers, Materials & Continua》 SCIE EI 2025年第1期1417-1437,共21页
Traditional data-driven fault diagnosis methods depend on expert experience to manually extract effective fault features of signals,which has certain limitations.Conversely,deep learning techniques have gained promine... Traditional data-driven fault diagnosis methods depend on expert experience to manually extract effective fault features of signals,which has certain limitations.Conversely,deep learning techniques have gained prominence as a central focus of research in the field of fault diagnosis by strong fault feature extraction ability and end-to-end fault diagnosis efficiency.Recently,utilizing the respective advantages of convolution neural network(CNN)and Transformer in local and global feature extraction,research on cooperating the two have demonstrated promise in the field of fault diagnosis.However,the cross-channel convolution mechanism in CNN and the self-attention calculations in Transformer contribute to excessive complexity in the cooperative model.This complexity results in high computational costs and limited industrial applicability.To tackle the above challenges,this paper proposes a lightweight CNN-Transformer named as SEFormer for rotating machinery fault diagnosis.First,a separable multiscale depthwise convolution block is designed to extract and integrate multiscale feature information from different channel dimensions of vibration signals.Then,an efficient self-attention block is developed to capture critical fine-grained features of the signal from a global perspective.Finally,experimental results on the planetary gearbox dataset and themotor roller bearing dataset prove that the proposed framework can balance the advantages of robustness,generalization and lightweight compared to recent state-of-the-art fault diagnosis models based on CNN and Transformer.This study presents a feasible strategy for developing a lightweight rotating machinery fault diagnosis framework aimed at economical deployment. 展开更多
关键词 CNN-Transformer separable multiscale depthwise convolution efficient self-attention fault diagnosis
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Recent advances in the modification of melamine sponge for oil-water separation 被引量:2
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作者 Xing Zhou Dexiang Li +5 位作者 Lili Wang Qi Wang Zhen Wang Qing Jing Rinderer Marisol Lu Li 《Journal of Materials Science & Technology》 2025年第4期209-224,共16页
Melamine sponge is a major concern for oil-water separation due to its lightweight,high porosity(>99%),cost-effectiveness,impressive mechanical properties,and chemical/thermal stability.However,its amphiphilic natu... Melamine sponge is a major concern for oil-water separation due to its lightweight,high porosity(>99%),cost-effectiveness,impressive mechanical properties,and chemical/thermal stability.However,its amphiphilic nature hinders selective oil absorption in water.Recent strategies to enhance hydrophobicity are reviewed,including synthetic methods and materials,with comprehensive explanations of the mechanisms driven by surface energy and roughness.Key performance indicators for MS in oil-water separation,including adsorption capacity,wettability,stability,emulsion separation,reversible wettability switching,flame retardancy,mechanical properties,and recyclability,are thoroughly discussed.In conclusion,this review provides insights into the future potential and direction of functional melamine sponges in oil-water separation. 展开更多
关键词 Melamine sponge HYDROPHOBICITY LIPOPHILICITY Oil-water separation MODIFICATION
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Functionalized Separators Boosting Electrochemical Performances for Lithium Batteries 被引量:2
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作者 Zixin Fan Xiaoyu Chen +5 位作者 Jingjing Shi Hui Nie Xiaoming Zhang Xingping Zhou Xiaolin Xie Zhigang Xue 《Nano-Micro Letters》 2025年第6期55-92,共38页
The growing demands for energy storage systems,electric vehicles,and portable electronics have significantly pushed forward the need for safe and reliable lithium batteries.It is essential to design functional separat... The growing demands for energy storage systems,electric vehicles,and portable electronics have significantly pushed forward the need for safe and reliable lithium batteries.It is essential to design functional separators with improved mechanical and electrochemical characteristics.This review covers the improved mechanical and electrochemical performances as well as the advancements made in the design of separators utilizing a variety of techniques.In terms of electrolyte wettability and adhesion of the coating materials,we provide an overview of the current status of research on coated separators,in situ modified separators,and grafting modified separators,and elaborate additional performance parameters of interest.The characteristics of inorganics coated separators,organic framework coated separators and inorganic-organic coated separators from different fabrication methods are compared.Future directions regarding new modified materials,manufacturing process,quantitative analysis of adhesion and so on are proposed toward next-generation advanced lithium batteries. 展开更多
关键词 SEPARATORS Polymer electrolytes Lithium batteries Electrochemical performances FUNCTIONALIZATION
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