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Artificial intelligence-motivated in-situ imaging for visualization investigation of submicron particles deposition in electric-flow coupled fields
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作者 Shanlong Tao Xiaoyong Yang +1 位作者 Wei Yin Yong Zhu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第10期13-21,共9页
This study delves into the intricate deposition dynamics of submicron particles within electric-flow coupled fields,underscoring the unique challenges posed by their minuscule size,aggregation tendencies,and biologica... This study delves into the intricate deposition dynamics of submicron particles within electric-flow coupled fields,underscoring the unique challenges posed by their minuscule size,aggregation tendencies,and biological reactivity.Employing an operando investigation system that synergizes microfluidic technology with advanced micro-visualization techniques within a lab-on-a-chip framework enables a meticulous examination of the dynamic deposition phenomena.The incorporation of object detection and deep learning methodologies in image processing streamlines the automatic identification and swift extraction of crucial data,effectively tackling the complexities associated with capturing and mitigating these hazardous particles.Combined with the analysis of the growth behavior of particle chain under different applied voltages,it established that a linear relationship exists between the applied voltage and θ.And there is a negative correlation between the average particle chain length and electric field strength at the collection electrode surface(4.2×10^(5)to 1.6×10^(6)V·m^(-1)).The morphology of the deposited particle agglomerate at different electric field strengths is proposed:dendritic agglomerate,long chain agglomerate,and short chain agglomerate. 展开更多
关键词 Artificial intelligence In-situ imaging Submicron particles LAB-ON-A-CHIP DEPOSITION
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Zinc-doped g-C_3N_4/BiVO_4 as a Z-scheme photocatalyst system for water splitting under visible light 被引量:8
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作者 Zhen Qin Wenjian Fang +3 位作者 Junying Liu Zhidong Wei Zhi Jiang Wenfeng Shangguan 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 北大核心 2018年第3期472-478,共7页
A two‐step photocatalytic water splitting system,termed a“Z‐scheme system”,was achieved using Zn‐doped g‐C3N4for H2evolution and BiVO4for O2evolution with Fe2+/Fe3+as a shuttle redox mediator.H2and O2were evalua... A two‐step photocatalytic water splitting system,termed a“Z‐scheme system”,was achieved using Zn‐doped g‐C3N4for H2evolution and BiVO4for O2evolution with Fe2+/Fe3+as a shuttle redox mediator.H2and O2were evaluated simultaneously when the doping amount of zinc was10%.Moreover,Zn‐doped(10%)g‐C3N4synthesized by an impregnation method showed superior active ability to form the Z‐scheme with BiVO4than by in‐situ synthesis.X‐ray diffraction,UV‐Vis spectroscopy,scanning electron microscopy,and X‐ray photoelectron spectroscopy were used to characterize the samples.It was determined that more Zn?N bonds could be formed on the surface of g‐C3N4by impregnation,which could facilitate charge transfer. 展开更多
关键词 g‐C3N4 BIVO4 Z‐scheme Shuttle redox mediator Water splitting
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In situ One-Pot Fabrication of MoO3-x Clusters Modified Polymer Carbon Nitride for Enhanced Photocatalytic Hydrogen Evolution
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作者 Rong-jie Qi Jun-ying Liu +3 位作者 Zhi-dong Wei Wei-qi Guo Zhi Jiang Wen-feng Shangguan 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2020年第4期491-499,I0002,共10页
Developing low-cost and high-efficient noble-metal-free cocatalysts has been a challenge to achieve economic hydrogen production.In this work,molybdenum oxides(MoO3-x)were in situ loaded on polymer carbon nitride(PCN)... Developing low-cost and high-efficient noble-metal-free cocatalysts has been a challenge to achieve economic hydrogen production.In this work,molybdenum oxides(MoO3-x)were in situ loaded on polymer carbon nitride(PCN)via a simple one-pot impregnation-calcination approach.Different from post-impregnation method,intimate coupling interface between high-dispersed ultra-small MoO3-xnanocrystal and PCN was successfully formed during the in situ growth process.The MoO3-x-PCN-X(X=1,2,3,4)photocatalyst without noble platinum(Pt)finally exhibited enhanced photocatalytic hydrogen performance under visible light irradiation(λ>420 nm),with the highest hydrogen evolution rate of 15.6μmol/h,which was more than 3 times that of bulk PCN.Detailed structure-performance revealed that such improvement in visible-light hydrogen production activity originated from the intimate interfacial interaction between high-dispersed ultra-small MoO3-xnanocrystal and polymer carbon nitride as well as efficient charge carriers transfer brought by Schottky junction formed. 展开更多
关键词 Noble-metal-free cocatalyst Polymer carbon nitride MoO3-xclusters Schottky junction Photocatalytic hydrogen production
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Advances in Electrostatic Plasma Methods for Purification of Airborne Pathogenic Microbial Aerosols:Mechanism,Modeling and Application
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作者 Shanlong Tao Yong Zhu +1 位作者 Mingxia Chen Wenfeng Shangguan 《Environment & Health》 2024年第9期596-617,共22页
The transmission of pathogenic airborne microorganisms significantly impacts public health and societal functioning.Ensuring healthy indoor air quality in public spaces is critical.Among various air purification techn... The transmission of pathogenic airborne microorganisms significantly impacts public health and societal functioning.Ensuring healthy indoor air quality in public spaces is critical.Among various air purification technologies,electrostatic precipitation and atmospheric pressure nonthermal plasma are notable for their broad-spectrum effectiveness,high efficiency,cost-effectiveness,and safety.This review investigates the primary mechanisms by which these electrostatic methods collect and disinfect pathogenic aerosols.It also delves into recent advancements in enhancing their physical and chemical mechanisms for improve efficiency.Simultaneously,a thorough summary of mathematical models related to the migration and deactivation of pathogenic aerosols in electrostatic purifiers is provided.It will help us to understand the behavior of aerosols in purification systems.Additionally,the review discusses the current research on creating a comprehensive health protection system and addresses the challenges of balancing byproduct control with efficiency.The aim is to establish a foundation for future research and development in electrostatic aerosol purification and develop integrated air purification technologies that are both efficient and safe. 展开更多
关键词 ELECTROSTATIC microbial aerosols INACTIVATION COLLECTION air purification
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Catalytic activity of porous manganese oxides for benzene oxidation improved via citric acid solution combustion synthesis 被引量:6
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作者 Hao Guo Zhixiang Zhang +3 位作者 Zhi Jiang Mingxia Chen Hisahiro Einaga Wenfeng Shangguan 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2020年第12期196-204,共9页
Various manganese oxides(MnOx) prepared via citric acid solution combustion synthesis were applied for catalytic oxidation of benzene. The results showed the ratios of citric acid/manganese nitrate in synthesizing pro... Various manganese oxides(MnOx) prepared via citric acid solution combustion synthesis were applied for catalytic oxidation of benzene. The results showed the ratios of citric acid/manganese nitrate in synthesizing process positively affected the physicochemical properties of MnOx, e.g., BET(Brunauer-Emmett-Teller) surface area, porous structure, reducibility and so on, which were in close relationship with their catalytic performance. Of all the catalysts, the sample prepared at a citric acid/manganese nitrate ratio of 2:1(C2M1) displayed the best catalytic activity with T(90)(the temperature when 90% of benzene was catalytically oxidized) of 212 ℃. Further investigation showed that C2M1 was Mn2O3 with abundant nano-pores, the largest surface area and the proper ratio of surface Mn^4+/Mn^3+, resulting in preferable low-temperature reducibility and abundant surface active adsorbed oxygen species. The analysis results of the in-situ Fourier transform infrared spectroscopy(in-situ FTIR) revealed that the benzene was successively oxidized to phenolate, o-benzoquinone, small molecules(such as maleates, acetates, and vinyl), and finally transformed to CO2 and H2O. 展开更多
关键词 Catalytic activity Benzene oxidation Porous manganese oxides Citric acid Solution combustion
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Characterization and performance of Pt/SBA-15 for low-temperature SCR of NO by C_3H_6 被引量:5
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作者 Xinyong Liu Zhi Jiang +3 位作者 Mingxia Chen Jianwei Shi Wenfeng Shangguan Yasutake Teraoka 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2013年第5期1023-1033,共11页
Pt supported on mesoporous silica SBA-15 was investigated as a catalyst for low temperature selective catalytic reduction(SCR) of NO by C 3 H 6 in the presence of excess oxygen.The prepared catalysts were characteri... Pt supported on mesoporous silica SBA-15 was investigated as a catalyst for low temperature selective catalytic reduction(SCR) of NO by C 3 H 6 in the presence of excess oxygen.The prepared catalysts were characterized by means of XRD,BET surface area,TEM,NO-TPD,NO/C 3 H 6-TPO,NH 3-TPD,XPS and 27 Al MAS NMR.The effects of Pt loading amount,O 2 /C 3 H 6 concentration,and incorporation of Al into SBA-15 have been studied.It was found that the removal efficiency increased significantly after Pt loading,but an optimal loading amount was observed.In particular,under an atmosphere of 150 ppm NO,150 ppm C 3 H 6,and 18 vol.% O 2,0.5% Pt/SBA-15 showed remarkably high catalytic performance giving 80.1% NOx reduction and 87.04% C 3 H 6 conversion simultaneously at 140°C.The enhanced SCR activity of Pt/SBA-15 is associated with its outstanding oxidation activities of NO to NO 2 and C 3 H 6 to CO 2 in low temperature range.The research results also suggested that higher concentration of O 2 and higher concentration of C 3 H 6 favored NO removal.The incorporation of Al into SBA-15 improved catalytic performance,which could be ascribed to the enhancement of catalyst surface acidity caused by tetrahedrally coordinated AlO 4.Moreover,the catalysts could be easily reused and possessed good stability. 展开更多
关键词 LOW-TEMPERATURE selective catalytic reduction C 3 H 6 Pt/SBA-15
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Operando investigation of particle re-entrainment mechanism in electrostatic capture process on the lab-on-a-chip 被引量:1
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作者 Yong Zhu Yikun Zhang +3 位作者 Xiaoyong Yang Shanlong Tao Mingxia Chen Wenfeng Shangguan 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2024年第2期337-347,共11页
Inhalable particle is a harmful air pollutant that causes a significant threat to people's health and ecological environments,which should be removed to purify air,but there exists limited removal efficiency due t... Inhalable particle is a harmful air pollutant that causes a significant threat to people's health and ecological environments,which should be removed to purify air,but there exists limited removal efficiency due to particle re-entrainment.Here,Operando observation system based on microscopic visualization method is developed to make in situ test of particle migration,deposition and re-entrainment characteristics on a lab-on-a-chip to achieve the investigation in micro-level scale.The deposition evolution of charged particles is recorded in electric field region intuitively,which confirms the fracture of particle chain occurs during the growth process of deposited particles.It captures the instantaneous process that a larger particle with micron size due to the coagulation of submicron particles fractures from main body of the particle chain for the first time.The analysis of migration behavior of a single submicron particle near electrode surface demonstrates the direct influence of drag force on the fracture of particle chain.This work is the first-time visualization of dynamic process and mechanism elucidation of particle re-entrainment at the micron level,and the findings will provide the theory support for the particle re-entrainment mechanism and bring inspires of enhancing capture efficiency of inhalable particle. 展开更多
关键词 Inhalable particle Re-entrainment mechanism Operando observation LAB-ON-A-CHIP Capture efficiency
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Promoted catalytic performance of Ag-Mn bimetal catalysts synthesized through reduction route
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作者 Wenkai Hu Tao Guo +6 位作者 Kaiyao Ma Xu Li Wangting Luo Mingzhi Wu Hao Guo Yaxin Zhang Wenfeng Shangguan 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2024年第3期358-369,共12页
VOCs can exert great harm to both human and environment,and catalytic oxidation is believed to be an effective technique to eliminate these pollutants.In this paper,Ag-Mn bimetal catalysts with 10 wt.%of silver were s... VOCs can exert great harm to both human and environment,and catalytic oxidation is believed to be an effective technique to eliminate these pollutants.In this paper,Ag-Mn bimetal catalysts with 10 wt.%of silver were synthesized using doping,impregnation,and reduction methods respectively,and then they were applied to the catalytic oxidation of benzene.Through series of characterizations it showed that the loading of silver using reduction method significantly resulted in improved physico-chemical properties of manganese oxides,such as larger surface area and pore volume,higher proportion of surface Mn~(3+)and Mn~(4+),stronger reducibility and more active of surface oxygen species,which were all beneficial to its catalytic activity.As a result,the Ag-Mn catalysts synthesized by reduction method showed a lower T_(90)value(equals to the temperature at which 90%of initial benzene was removed)of 203℃.Besides,both the used and fresh Ag-Mn catalysts synthesized by reduction method showed preferable stability in this research. 展开更多
关键词 Ag-Mn Benzene oxidation Catalytic performance Reduction route
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Improving benzene catalytic oxidation on Ag/Co_(3)O_(4) by regulating the chemical states of Co and Ag
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作者 Hao Guo Tao Guo +3 位作者 Mengqi Zhao Yaxin Zhang Wenfeng Shangguan Yinnian Liao 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2024年第9期201-212,共12页
Silver(9 wt.%)was loaded on Co_(3)O_(4)-nanofiber using reduction and impregnation methods,respectively.Due to the stronger electronegativity of silver,the ratios of surface Co^(3+)/Co^(2+) on Ag/Co_(3)O_(4) were high... Silver(9 wt.%)was loaded on Co_(3)O_(4)-nanofiber using reduction and impregnation methods,respectively.Due to the stronger electronegativity of silver,the ratios of surface Co^(3+)/Co^(2+) on Ag/Co_(3)O_(4) were higher than on Co_(3)O_(4),which further led to more adsorbed oxygen species as a result of the charge compensation.Moreover,the introducing of silver also obviously improved the reducibility of Co_(3)O_(4).Hence the Ag/Co_(3)O_(4) showed better catalytic performance than Co_(3)O_(4) in benzene oxidation.Compared with the Ag/Co_(3)O_(4) synthesized via impregnation method,the one prepared using reduction method(named as Ag Co-R)exhibited higher contents of surface Co^(3+) and adsorbed oxygen species,stronger reducibility,as well as more active surface lattice oxygen species.Consequently,Ag Co-R showed lowest T_(90) value of 183℃,admirable catalytic stability,largest normalized reaction rate of1.36×10^(-4)mol/(h·m^(2))(150℃),and lowest apparent activation energy(E_(a))of 63.2 kJ/mol.The analyzing of in-situ DRIFTS indicated benzene molecules were successively oxidized to phenol,o-benzoquinone,small molecular intermediates,and finally to CO_(2) and water on the surface of Ag Co-R.At last,potential reaction pathways including five detailed steps were proposed. 展开更多
关键词 Reduction method Co_(3)O_(4)-supported Ag catalyst VOCs Benzene oxidation Reaction mechanism
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Experimental and modeling studies on number and size spectrum evolutions of aerosol particles within a chamber 被引量:1
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作者 SUN Zai HUANG Zhen WANG JiaSong 《Chinese Science Bulletin》 SCIE EI CAS 2007年第10期1302-1306,共5页
A size-specific aerosol dynamic model is set up to predict the evolution of particle number concentration within a chamber. Particle aggregation is based on the theory of Brownian coagulation, and the model not only c... A size-specific aerosol dynamic model is set up to predict the evolution of particle number concentration within a chamber. Particle aggregation is based on the theory of Brownian coagulation, and the model not only comprises particle loss due to coagulation, but also considers the formation of large particles by collision. To validate the model, three different groups of chamber experiments with SMPS (Scanning Mobility Particle Sizer) are conducted. The results indicate that the advantage of the model over the past simple size bin model is its provision of detailed information of size spectrum evolution, and the results can be used to analyze the variations of number concentration and CMD (Count Median Diameter). Furthermore, some aerosol dynamic mechanisms that cannot be measured by instrument can be analyzed by the model simulation, which is significant for better understanding the removal and control mechanisms of ultrafine particles. 展开更多
关键词 气溶胶粒子 模型 粒度谱 建模研究 凝聚作用 沉降 实验研究
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Reaction mechanism of toluene decomposition in non-thermal plasma:How does it compare with benzene?
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作者 Yuting Liang Yingying Xue +5 位作者 Dongxu Fang Ting Tan Zhi Jiang Wenfeng Shangguan Jiuzhong Yang Yang Pan 《Fundamental Research》 CAS CSCD 2024年第5期1100-1109,共10页
Non-thermal plasma(NTP)catalysis is considered one of the most promising technologies to address a wide range of energy and environmental needs,such as carbon dioxide(CO_(2))conversion,NH3 synthesis,and volatile organ... Non-thermal plasma(NTP)catalysis is considered one of the most promising technologies to address a wide range of energy and environmental needs,such as carbon dioxide(CO_(2))conversion,NH3 synthesis,and volatile organic compounds(VOCs)removal.A systematic approach to optimizing NTP systems benefits from understanding VOCs'fundamental NTP destruction behavior and analyzing the correlations between molecular structures and conversion and selectivity.Herein,the mechanical performance of the toluene destruction in NTP is examined and compared with benzene bearing a similar molecular structure.Different experimental and theoretical techniques are applied,including synchrotron vacuum ultraviolet photoionization mass spectrometry(SVUV-PIMS),thermochemistry,and quantum chemistry.Comparatively,toluene is more readily destroyed under the same NTP conditions than benzene.More intriguingly,the distribution of the decomposition species is significantly different.The theoretical calculations reveal that the abundant methyl radicals generated in toluene decomposition mainly lead to the various species distribution.These radicals promote some reactions,such as the decomposition of o-benzoquinone,one of the key intermediates,thus leading to new reaction pathways and products different from benzene.Finally,the critical mechanistic steps of toluene decomposition under the present non-thermal plasma conditions are established,which include the interactions between toluene and electrons or reactive radicals,the cleavage of the aromatic ring,and the various reaction pathways involving of methyl radicals.This study presents an effective approach to elucidate the distinct fundamental reaction mechanisms arising from subtle structural differences,offering new insights into the underlying plasma chemistry crucial for advancing various promising environmental and energy applications of non-thermal plasma systems. 展开更多
关键词 Non-thermal plasma Toluene SVUV-PIMS Ab into calculation Reaction mechanism Plasma chemistry
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Mechanisms of suppressing cup-burner flame with water vapor 被引量:5
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作者 CONG BeiHua LIAO GuangXuan 《Science China(Technological Sciences)》 SCIE EI CAS 2008年第8期1222-1231,共10页
The mechanisms of suppressing a laminar methane-air co-flow diffusion flame formed on a cup burner with water vapor have been studied experimentally and numerically. The methane burned in a steel cup surrounded by a g... The mechanisms of suppressing a laminar methane-air co-flow diffusion flame formed on a cup burner with water vapor have been studied experimentally and numerically. The methane burned in a steel cup surrounded by a glass chimney. A mist generator produced fine droplets delivered though the glass chimney with air. These droplets were heated into water vapor when they went though the diffuser. The extinguishing limit was obtained by gradually increasing the amount of water vapor to replace the air in the coflowing oxidizer stream. Results showed that the agent concentration required for extinguishment was constant over a wide range of the oxidizer velocity, i.e., a so-called "plateau region". The measured extinguishing mass fractions of the agents were: (16.7 ± 0.6)% for H2O, (15.9 ± 0.6)% for CO2, and (31.9 ± 0.6)% for N2. The computation used the Fire Dynamics Simulator (FDS) de- veloped by the NIST. The numerical simulations showed that the predicted water vapor extinguishing limits and the flickering frequency were in good agreements with the experimental observations and, more importantly, revealed that the sup- pression of cup-burner flames occurred via a partial extinction mechanism (in which the flame base drifts downstream and then blows off) rather than the global extinction mechanism of typical counter-flow diffusion flames. And the flame-base oscillation just before the blow-off was the key step for the non-premixed flame extinction in the cup burner. 展开更多
关键词 cup-burner FLAMES water vapor extinguishing limit partial EXTINCTION
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Catalytic degradation of benzene over non-thermal plasma coupled Co-Ni binary metal oxide nanosheet catalysts 被引量:2
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作者 Zhi Jiang Dongxu Fang +3 位作者 Yuting Liang Yaoyu He Hisahiro Einaga Wenfeng Shangguan 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2023年第10期1-11,共11页
Non-thermal plasma(NTP)has been demonstrated as one of the promising technologies that can degrade volatile organic compounds(VOCs)under ambient condition.However,one of the key challenges of VOCs degradation in NTP i... Non-thermal plasma(NTP)has been demonstrated as one of the promising technologies that can degrade volatile organic compounds(VOCs)under ambient condition.However,one of the key challenges of VOCs degradation in NTP is its relatively low mineralization rate,which needs to be addressed by introducing catalysts.Therefore,the design and optimization of catalysts have become the focus of NTP coupling catalysis research.In thiswork,a series of two-dimensional nanosheet Co-Ni metal oxides were synthesized by microwave method and investigated for the catalytic oxidation of benzene in an NTP-catalysis coupling system.Among them,Co_(2)Ni_(1)O_(x)achieves 60%carbon dioxide(CO_(2))selectivity(SCO_(2))when the benzene removal efficiency(REbenzene)reaches more than 99%,which is a significant enhancement compared with the CO_(2)selectivity obtained without any catalysts(38%)under the same input power.More intriguingly,this SCO_(2)is also significantly higher than that of single metal oxides,NiO or Co_(3)O_(4),which is only around 40%.Such improved performance of this binary metal oxide catalyst is uniquely attributed to the synergistic effects of Co and Ni in Co_(2)Ni_(1)O_(x)catalyst.The introduction of Co_(2)Ni_(1)O_(x)was found to promote the generation of acrolein significantly,one of the key intermediates found in NTP alone system reported previously,suggest the benzene ring open reaction is promoted.Compared with monometallic oxides NiO and Co_(3)O_(4),Co_(2)Ni_(1)O_(x)also shows higher active oxygen proportion,better oxygenmobility,and stronger low-temperature redox capability.The above factors result in the improved catalytic performance of Co_(2)Ni_(1)O_(x)in the NTP coupling removal of benzene. 展开更多
关键词 BENZENE Nonthermal plasma CATALYSIS Cobalt metal oxide Nickel oxide Binary metal oxide
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