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多级MOFs阻燃体系的设计及其在聚丙烯阻燃涂层中的应用研究
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作者 武俊瑛 杨彦婷 +4 位作者 姚志超 吴超凡 王欣钢 郭睿劼 晏泓 《化工新型材料》 北大核心 2026年第1期156-160,共5页
通过共沉淀法在聚磷酸铵(APP)表面原位生长MOFs,设计了一种多级MOFs结构膨胀阻燃剂Co-MOF@γ-CD-MOFs@APP(其中CD为环糊精)。通过傅里叶红外光谱和扫描电子显微镜表征了其新结构和形貌。通过垂直燃烧试验仪和氧指数仪对制备的水性聚氨... 通过共沉淀法在聚磷酸铵(APP)表面原位生长MOFs,设计了一种多级MOFs结构膨胀阻燃剂Co-MOF@γ-CD-MOFs@APP(其中CD为环糊精)。通过傅里叶红外光谱和扫描电子显微镜表征了其新结构和形貌。通过垂直燃烧试验仪和氧指数仪对制备的水性聚氨酯涂层进行了燃烧行为的评估。结果表明:当Co-MOF@γ-CD-MOFs@APP的添加量为15%时,垂直燃烧等级通过V-0级,LOI高达36.7%。PP/Co-MOF@γ-CD-MOFs@APP形成更加致密的炭层对烟雾和热量起到较好的抑制作用。引入多级MOFs结构为构建多组分膨胀阻燃体系提供了新思路。 展开更多
关键词 聚磷酸铵 Co-MOF γ-CD-mofs 阻燃涂层 聚丙烯
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Metal organic frameworks for photocatalytic CO_(2) reduction to CO with high selectivity: Mechanism and strategy
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作者 Ling Ma Yanxin Sun +7 位作者 Yingbo Zhang Yongmin Nie Yubo Zhang Yupeng Rao Chunxia Wang Guoyong Huang Xinchen Kang Shengming Xu 《Nano Research》 2026年第1期462-489,共28页
Photocatalytic carbon dioxide(CO_(2))reduction offers an alternative strategy for converting CO_(2)into high-value added gaseous fuels,thereby paving the way for the development of clean and renewable energy.Metal-org... Photocatalytic carbon dioxide(CO_(2))reduction offers an alternative strategy for converting CO_(2)into high-value added gaseous fuels,thereby paving the way for the development of clean and renewable energy.Metal-organic frameworks(MOFs),characterized by their highly porous structure,exceptional CO_(2)adsorption capacity,and tunable architecture,have emerged as promising candidates for photocatalytic CO_(2)reduction.This review systematically examines the recent advancement in MOFs-based photocatalysts for CO_(2)reduction to CO.It begins with the overview of the fundamental mechanisms and processes of MOFs towards photocatalytic CO_(2)reduction.Subsequently,common strategies for the modulation of MOFs-based photocatalysts are summarized,including metallic site modification,functionalized ligand incorporation,morphological control,defect engineering,and heterostructure construction.Notably,the review analyzes the critical factors contributing to the high selectivity of CO_(2)photoreduction to CO from both thermodynamic and kinetic perspectives.The conclusion addresses current challenges and future perspectives in designing highly efficient photocatalysts with abundant active sites,providing valuable insights for their continued development. 展开更多
关键词 metal organic frameworks(mofs) photocatalytic CO_(2)reduction MECHANISM rational design MOF-based materials
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Application of metal⁃organic frameworks(MOFs)in photocatalytic CO_(2)cycloaddition reaction:A mini review
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作者 CHENG Ruolin WANG Yue +2 位作者 YANG Fei LIANG Huagen LU Shijian 《无机化学学报》 北大核心 2025年第12期2429-2440,共12页
Photocatalytic CO_(2)cycloaddition reaction presents a promising CO_(2)conversion strategy to establish carbon neutrality.Among emerging catalysts,metal‑organic frameworks(MOFs)have been regarded as paradigmshifting p... Photocatalytic CO_(2)cycloaddition reaction presents a promising CO_(2)conversion strategy to establish carbon neutrality.Among emerging catalysts,metal‑organic frameworks(MOFs)have been regarded as paradigmshifting photocatalysts for their atomic precision in active site engineering,controllable porosity,and exceptional photochemical stability under ambient conditions.However,inherent limitations persist in conventional MOFs,including restricted solar spectrum utilization,inefficient charge carrier separation,and inadequate epoxide activation ability.Recent breakthroughs address these challenges through multiple strategies:ligand engineering,dopant incorporation,and composite construction.This review systematically maps the evolutionary trajectory of MOF‑based photocatalysts,providing mechanistic insights into structure‑activity relationships and providing insights and directions for the design of high‑performance MOF‑based photocatalysts. 展开更多
关键词 CO_(2)cycloaddition PHOTOCATALYSIS metal‑organic frameworks performance optimization synergistic effect
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Application of Metal-Organic Frameworks (MOFs) in Gas Adsorption and Separation
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作者 Zhiqing Dong 《化学发展前沿(中英文版)》 2025年第1期1-7,共7页
Metal-Organic Frameworks(MOFs)have emerged as promising materials for gas adsorption and separation due to their exceptional surface area,tunable porosity,and versatility in functionalization.This paper explores the m... Metal-Organic Frameworks(MOFs)have emerged as promising materials for gas adsorption and separation due to their exceptional surface area,tunable porosity,and versatility in functionalization.This paper explores the mechanisms of gas adsorption in MOFs,including physical adsorption,chemisorption,and synergistic effects,which contribute to their efficiency in capturing and separating gases.The applications of MOFs in key areas such as carbon dioxide capture,hydrogen storage,natural gas separation,and air purification are discussed,highlighting their potential to address pressing environmental and energy challenges.Additionally,the use of MOFs in selective gas separation,membranes,and adsorption-based technologies like Pressure Swing Adsorption(PSA)and Vacuum Swing Adsorption(VSA)is explored,emphasizing their advantages over traditional materials.Despite challenges related to scalability,stability,and cost,MOFs hold great promise for advancing gas separation technologies in the near future,offering more efficient,sustainable,and environmentally friendly solutions. 展开更多
关键词 Metal-Organic frameworks Gas Adsorption Gas Separation Carbon Dioxide Capture Hydrogen Storage Natural Gas Separation Pressure Swing Adsorption
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Ligand-directed construction of cobalt-oxo cluster-based organic frameworks:Structural modulation,semiconductor,and antiferromagnetic properties
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作者 SHI Jinlian LIU Xiaoru XU Zhongxuan 《无机化学学报》 北大核心 2026年第1期45-54,共10页
Under hydrothermal and solvothermal conditions,two novel cobalt-based complexes,{[Co_(2)(CIA)(OH)(1,4-dtb)]·3.2H_(2)O}n(HU23)and{[Co_(2)(CIA)(OH)(1,4-dib)]·3.5H2O·DMF}n(HU24),were successfully construct... Under hydrothermal and solvothermal conditions,two novel cobalt-based complexes,{[Co_(2)(CIA)(OH)(1,4-dtb)]·3.2H_(2)O}n(HU23)and{[Co_(2)(CIA)(OH)(1,4-dib)]·3.5H2O·DMF}n(HU24),were successfully constructed by coordinatively assembling the semi-rigid multidentate ligand 5-(1-carboxyethoxy)isophthalic acid(H₃CIA)with the Nheterocyclic ligands 1,4-di(4H-1,2,4-triazol-4-yl)benzene(1,4-dtb)and 1,4-di(1H-imidazol-1-yl)benzene(1,4-dib),respectively,around Co^(2+)ions.Single-crystal X-ray diffraction analysis revealed that in both complexes HU23 and HU24,the CIA^(3-)anions adopt aκ^(7)-coordination mode,bridging six Co^(2+)ions via their five carboxylate oxygen atoms and one ether oxygen atom.This linkage forms tetranuclear[Co4(μ3-OH)2]^(6+)units.These Co-oxo cluster units were interconnected by CIA^(3-)anions to assemble into 2D kgd-type structures featuring a 3,6-connected topology.The 2D layers were further connected by 1,4-dtb and 1,4-dib,resulting in 3D pillar-layered frameworks for HU23 and HU24.Notably,despite the similar configurations of 1,4-dtb and 1,4-dib,differences in their coordination spatial orientations lead to topological divergence in the 3D frameworks of HU23 and HU24.Topological analysis indicates that the frameworks of HU23 and HU24 can be simplified into a 3,10-connected net(point symbol:(4^(10).6^(3).8^(2))(4^(3))_(2))and a 3,8-connected tfz-d net(point symbol:(4^(3))_(2)((4^(6).6^(18).8^(4)))),respectively.This structural differentiation confirms the precise regulatory role of ligands on the topology of metal-organic frameworks.Moreover,the ultraviolet-visible absorption spectra confirmed that HU23 and HU24 have strong absorption capabilities for ultraviolet and visible light.According to the Kubelka-Munk method,their bandwidths were 2.15 and 2.08 eV,respectively,which are consistent with those of typical semiconductor materials.Variable-temperature magnetic susceptibility measurements(2-300 K)revealed significant antiferromagnetic coupling in both complexes,with their effective magnetic moments decreasing markedly as the temperature lowered.CCDC:2457554,HU23;2457553,HU24. 展开更多
关键词 semi-rigid carboxylic acid ligands three-dimensional framework tetranuclear cobalt-oxo cluster semiconductor material antiferromagnetic magnetism
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Engineering covalent organic frameworks with defect for highperformance immunosensor
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作者 Tianci Zhou Ying Deng +5 位作者 Yu Sun Keqin Ying Dongmei Zhang Xiafei Hu Jinlong Li Genxi Li 《Nano Research》 2026年第1期1156-1165,共10页
Enhancing the activity of fragile enzymes is greatly useful for various purposes,including fabrication of enzyme-based immunosensors.Herein,we report a defect-engineering strategy for encapsulating enzymes within cova... Enhancing the activity of fragile enzymes is greatly useful for various purposes,including fabrication of enzyme-based immunosensors.Herein,we report a defect-engineering strategy for encapsulating enzymes within covalent organic frameworks(COFs),enabling the resulting immobilized enzymes with excellent catalytic activity and stability to construct high performance immunosensors.In this design,by consciously introducing monoaldehyde ligands into the imine-linked COFs structure,we have precisely customized the structural defects to improve enzyme loading capacity and conformational stability.Defect-engineering interaction modulation between enzymes and COFs drives the enhancement of catalytic performance.Compared to the pristine COFs,the enzyme@defective COFs composites with optimally tuned catalytic performance exhibit a 4.49-fold enhancement in enzymatic activity.Furthermore,it is demonstrated that the stable skeletons of COFs provide exceptional protection for the enzymes against external perturbations.Thereafter,the optimized enzyme@defective COFs are employed to fabricate immunosensor.We have successfully established a detection method for prostate-specific antigen(PSA),achieving a low detection limit of 0.09 ng/mL.More importantly,the developed immunosensor has successfully distinguished the prostate cancer patients from healthy individuals.This work establishes a novel paradigm for enzyme immobilization,ultimately empowering the construction of a PSA immunosensor with high sensitivity,remarkable operational stability,and great clinical application potential. 展开更多
关键词 defect-engineering strategy covalent organic frameworks IMMUNOSENSOR prostate-specific antigen prostate cancer
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Bioinspired Precision Peeling of Ultrathin Bamboo Green Cellulose Frameworks for Light Management in Optoelectronics
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作者 Yan Wang Yuan Zhang +2 位作者 Yingfeng Zuo Dawei Zhao Yiqiang Wu 《Nano-Micro Letters》 2026年第1期474-489,共16页
Cellulose frameworks have emerged as promising materials for light management due to their exceptional light-scattering capabilities and sustainable nature.Conventional biomass-derived cellulose frameworks face a fund... Cellulose frameworks have emerged as promising materials for light management due to their exceptional light-scattering capabilities and sustainable nature.Conventional biomass-derived cellulose frameworks face a fundamental trade-off between haze and transparency,coupled with impractical thicknesses(≥1 mm).Inspired by squid’s skin-peeling mechanism,this work develops a peroxyformic acid(HCOOOH)-enabled precision peeling strategy to isolate intact 10-μm-thick bamboo green(BG)frameworks—100×thinner than wood-based counterparts while achieving an unprecedented optical performance(88%haze with 80%transparency).This performance surpasses delignified biomass(transparency<40%at 1 mm)and matches engineered cellulose composites,yet requires no energy-intensive nanofibrillation.The preserved native cellulose I crystalline structure(64.76%crystallinity)and wax-coated uniaxial fibril alignment(Hermans factor:0.23)contribute to high mechanical strength(903 MPa modulus)and broadband light scattering.As a light-management layer in polycrystalline silicon solar cells,the BG framework boosts photoelectric conversion efficiency by 0.41%absolute(18.74%→19.15%),outperforming synthetic anti-reflective coatings.The work establishes a scalable,waste-to-wealth route for optical-grade cellulose materials in next-generation optoelectronics. 展开更多
关键词 Bamboo green Cellulose framework Chemical peeling Optical properties Light management
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Electronically Conductive Metal−Organic Framework With Photoelectric and Photothermal Effect as a Stable Cathode for High-Temperature Photo-Assisted Zn/Sn-Air Battery
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作者 Jiangchang Chen Chuntao Yang +2 位作者 Yao Dong Ya Han Yingjian 《Carbon Energy》 2026年第1期105-114,共10页
Rechargeable Zn/Sn-air batteries have received considerable attention as promising energy storage devices.However,the electrochemical performance of these batteries is significantly constrained by the sluggish electro... Rechargeable Zn/Sn-air batteries have received considerable attention as promising energy storage devices.However,the electrochemical performance of these batteries is significantly constrained by the sluggish electrocatalytic reaction kinetics at the cathode.The integration of light energy into Zn/Sn-air batteries is a promising strategy for enhancing their performance.However,the photothermal and photoelectric effects generate heat in the battery under prolonged solar irradiation,leading to air cathode instability.This paper presents the first design and synthesis of Ni_(2)-1,5-diamino-4,8-dihydroxyanthraquinone(Ni_(2)DDA),an electronically conductiveπ-d conjugated metal-organic framework(MOF).Ni_(2)DDA exhibits both photoelectric and photothermal effects,with an optical band gap of~1.14 eV.Under illumination,Ni_(2)DDA achieves excellent oxygen evolution reaction performance(with an overpotential of 245 mV vs.reversible hydrogen electrode at 10 mA cm^(−2))and photothermal stability.These properties result from the synergy between the photoelectric and photothermal effects of Ni_(2)DDA.Upon integration into Zn/Sn-air batteries,Ni_(2)DDA ensures excellent cycling stability under light and exhibits remarkable performance in high-temperature environments up to 80℃.This study experimentally confirms the stable operation of photo-assisted Zn/Sn-air batteries under high-temperature conditions for the first time and provides novel insights into the application of electronically conductive MOFs in photoelectrocatalysis and photothermal catalysis. 展开更多
关键词 electronically conductive mofs high temperatures photo-assisted Zn/Sn-air batteries photoelectric effects photothermal effects
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Two-dimensional conjugated metal-organic framework nanosheets:Synthesis and applications
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作者 Jin Yan Yong Li +10 位作者 Ziming Qiu Zhenyang Meng Shengnan Zhou Limei Liu Chengze Li Hao Lin Qixin Mao Xiang Yu Yu Fan Yecan Pi Huan Pang 《Nano Research》 2026年第1期50-74,共25页
Two-dimensional conjugated metal-organic framework(2D c-MOF)nanosheets have garnered significant research interest owing to their suite of distinctive properties.Consequently,diverse synthetic methodologies have been ... Two-dimensional conjugated metal-organic framework(2D c-MOF)nanosheets have garnered significant research interest owing to their suite of distinctive properties.Consequently,diverse synthetic methodologies have been established for the fabrication of 2D c-MOFs exhibiting welldefined nanosheet morphology.In addition,the structural engineering of 2D c-MOF nanosheets for energy storage and conversion has emerged as a prominent research focus.This review comprehensively summarizes recent advancements in 2D c-MOF nanosheets.We commence with a concise overview of diverse synthesis strategies for these materials.Subsequently,progress in their utilization as electrode materials or catalysts for batteries,supercapacitors,and electrocatalysis/photocatalysis is systematically examined.Finally,prevailing challenges and prospective research directions are discussed.Collectively,this review aims to stimulate the development of sophisticated 2D c-MOF nanosheets for high-performance energy applications. 展开更多
关键词 two-dimensional materials conjugated metal-organic frameworks NANOSHEETS SYNTHESIS energy storage and conversion
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Dual-extended-polyhedral metal-organic frameworks for atmosphere water harvesting
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作者 Chunhong Tan Weixiang Zuo +9 位作者 Yu Tao Yunkai Sun Mengdie Wang Wenwen Zhou Na Li Tongtong Xu Jin Tan Xiao-Feng Wang Yue-Biao Zhang Joao Rocha 《Nano Research》 2026年第1期1360-1370,共11页
A series of dual-extended-polyhedral metal-organic frameworks(MOFs)was constructed based on the 14-coordinated Cu_(24)-MOP-1(MOP=metal-organic polyhedron)supermolecular building blocks(SBBs)with enhanced stability and... A series of dual-extended-polyhedral metal-organic frameworks(MOFs)was constructed based on the 14-coordinated Cu_(24)-MOP-1(MOP=metal-organic polyhedron)supermolecular building blocks(SBBs)with enhanced stability and tunable functionality for high water uptake efficiency and capacity.Exceptional water stability was demonstrated by the retention of chemical integrity and crystallinity of USC-CP-5(where USC-CP stands for University of South China coordination polymer)after exposure to boiling water for 24 h.Functionalization with-Cl,-OCH_(3),-OH,and-NH_(2)groups of USC-CP-5 resulted in water uptake capacities of 450,460,490,and 590 cm^(3)·g^(-1) at relative pressure(P/P_(0))=0.9,respectively.This performance is ascribed to both the increased hydrophilicity of the ligands and stronger hydrogen bonding.Intriguingly,high-temperature activated USC-5-NH_(2)exhibits a significant water uptake of 38.5 wt.%at P/P_(0)=0.3 and releases 0.44 L·kg^(-1) water between 25 and 65℃.This water release process is reversible for at least 100 cycles with minimal weight loss of only 1.6 wt.%.Consequently,USC-5-NH_(2)holds considerable potential for harvesting and releasing atmospheric water in arid desert regions,powered by solar energy. 展开更多
关键词 atmosphere water harvesting metal-organic framework dual extended polyhedral organic functionality water uptake
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Boosting cumene hydrogen transfer via a Ru-based porphyrin covalent organic framework for tandem air epoxidation of olefins
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作者 Dongpo Li Chao Xiong +4 位作者 Qianqian Mao Luying Xi Tianfu Yang Peng Hu Hongbing Ji 《Nano Research》 2026年第1期253-267,共15页
Constructing catalysts featuring an ordered structure,stable performance,and uniformly dispersed catalytic sites is vital for the epoxidation of small-molecular olefins.Here,we design catalysts by tracing the oxidatio... Constructing catalysts featuring an ordered structure,stable performance,and uniformly dispersed catalytic sites is vital for the epoxidation of small-molecular olefins.Here,we design catalysts by tracing the oxidationprocess origin and synthesize a series of highly dispersed metal porphyrin-based covalent organic frameworks(COFs)materials.The aim is to efficiently oxidize the C-H bonds of cumene by air to in-situ generate organic peroxides at a safe concentration,and integrate the multi-step oxidation method of cumene in industry into a one-step method for olefins’epoxidation.The carbonyl-ruthenium COF(Ru-COF-1)exhibits excellent performance,with 98% epoxide selectivity,1221.77 h^(-1) productivity,and over 95% selectivity after 9 cycles for 1-hexene.Analysis of structure-properties-catalytic relationships of Ru-COF-1 shows that,compared with Ru-porphyrins and metal-free COFs,the enhanced reaction performance mainly results from Ru metal introduction,which promotes benzylic proton transfer in cumene.Besides,Ru-COF-1’s porous,ordered structure aids oxygen enrichment,forming active peroxy radicals with the cumene carboncentered radicals formed on the catalyst surface.Ru-H sites then accelerate active oxygen transfer from peroxy radicals,enabling olefin tandem epoxidation.Density functional theory(DFT)calculations verify the reaction mechanism,and this work offers a reference for the design of catalysts for the green,safe,and efficient oxidation of olefins. 展开更多
关键词 porphyrin covalent organic framework dehydrogenation enhancement air oxidation tandem catalysis inert olefins
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Polyimide covalent organic frameworks as pseudocapacitor electrode materials for stretchable supercapacitors
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作者 Xu Liu Yubo Yao +8 位作者 Bowen Zhang Lehui Zhao Yiheng Yan Changli Sun Siqi Liu Jian Wu Tao Cheng Cheng-Fang Liu Wen-Yong Lai 《Nano Research》 2026年第1期555-562,共8页
To meet the growing needs of flexible and wearable electronics,stretchable energy storage devices—especially supercapacitors(SCs)—have become a key focus in advanced energy storage research.However,achieving both me... To meet the growing needs of flexible and wearable electronics,stretchable energy storage devices—especially supercapacitors(SCs)—have become a key focus in advanced energy storage research.However,achieving both mechanical stretchability and high capacitance in SC still faces great challenges,and the crucial factors lie in creating superior electrode materials that exhibit high electrochemical performance as well as excellent mechanical stretchability.Covalent organic frameworks(COFs)possess considerable potential as electrode materials for SCs by virtue of stable organic frameworks,open channels and designable functional groups.Nevertheless,their applications in flexible SCs are greatly hindered by their rigid characteristics.Here a novel COFs@conductive polymer hydrogels(CPHs)@poly(3,4-ethylenedioxythiophene):poly(styrene sulfonate)(PEDOT:PSS)complexes,which integrate the pseudocapacitance of PDITAPA COF,mechanical stretchability of hydrogels and high conductivity of PEDOT:PSS,has been developed as stretchable electrode of SCs.Physically cross-linked PEDOT nanofibers,with their interlinked and entangled architecture,collectively boost mechanical,electrical,and electrochemical performance.The COFs@CPHs@PEDOT:PSS simultaneously demonstrates outstanding mechanical stretchability,high electrical behaviors,and superior swelling characteristics.The resulting SC exhibits advantages of simple structures,facile assembly processes,high specific capacitance,excellent cycling stability,and arbitrary deformation,which holds great application prospects for wearable electronic products.Owing to its uncomplicated structure,ease of production,high energy storage capacity,robust cycling performance,and adaptability to deformation,this fabricated SC is well-suited for next-generation wearable technologies. 展开更多
关键词 flexible electronics stretchable energy storage covalent organic frameworks(COFs) electrode materials supercapacitors(SCs)
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Experimental Verification of Intrinsic Pressure Framework in an Activity Landscape
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作者 Zihao Sun Longfei Li +6 位作者 Chuyun Wang Jing Wang Huaicheng Chen Gao Wang Fangfu Ye Liyu Liu Mingcheng Yang 《Chinese Physics Letters》 2026年第1期322-326,共5页
The intrinsic pressure framework,which treats self-propelling force as an external force,provides a convenient and consistent description of mechanical equilibrium in active matter.However,direct experimental evidence... The intrinsic pressure framework,which treats self-propelling force as an external force,provides a convenient and consistent description of mechanical equilibrium in active matter.However,direct experimental evidence is still lacking.To validate this framework,here we employ a programmable robotic platform,where a single light-controlled wheeled robot travels in an activity landscape.Our experiments quantitatively demonstrate that the intrinsic pressure difference across the activity interface is balanced by the emerged polarization force.This result unambiguously confirms the theoretical predictions,thus validating the intrinsic pressure framework and laying the experimental foundation for the intrinsic pressure-based mechanical description of dry active matter. 展开更多
关键词 intrinsic pressure framework activity landscape intrinsic pressure difference robotic platform programmable robotic platformwhere self propelling force polarization force mechanical equilibrium
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Hybrid AI-IoT Framework with Digital Twin Integration for Predictive Urban Infrastructure Management in Smart Cities
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作者 Abdullah Alourani Mehtab Alam +2 位作者 Ashraf Ali Ihtiram Raza Khan Chandra Kanta Samal 《Computers, Materials & Continua》 2026年第1期462-493,共32页
The evolution of cities into digitally managed environments requires computational systems that can operate in real time while supporting predictive and adaptive infrastructure management.Earlier approaches have often... The evolution of cities into digitally managed environments requires computational systems that can operate in real time while supporting predictive and adaptive infrastructure management.Earlier approaches have often advanced one dimension—such as Internet of Things(IoT)-based data acquisition,Artificial Intelligence(AI)-driven analytics,or digital twin visualization—without fully integrating these strands into a single operational loop.As a result,many existing solutions encounter bottlenecks in responsiveness,interoperability,and scalability,while also leaving concerns about data privacy unresolved.This research introduces a hybrid AI–IoT–Digital Twin framework that combines continuous sensing,distributed intelligence,and simulation-based decision support.The design incorporates multi-source sensor data,lightweight edge inference through Convolutional Neural Networks(CNN)and Long ShortTerm Memory(LSTM)models,and federated learning enhanced with secure aggregation and differential privacy to maintain confidentiality.A digital twin layer extends these capabilities by simulating city assets such as traffic flows and water networks,generating what-if scenarios,and issuing actionable control signals.Complementary modules,including model compression and synchronization protocols,are embedded to ensure reliability in bandwidth-constrained and heterogeneous urban environments.The framework is validated in two urban domains:traffic management,where it adapts signal cycles based on real-time congestion patterns,and pipeline monitoring,where it anticipates leaks through pressure and vibration data.Experimental results show a 28%reduction in response time,a 35%decrease in maintenance costs,and a marked reduction in false positives relative to conventional baselines.The architecture also demonstrates stability across 50+edge devices under federated training and resilience to uneven node participation.The proposed system provides a scalable and privacy-aware foundation for predictive urban infrastructure management.By closing the loop between sensing,learning,and control,it reduces operator dependence,enhances resource efficiency,and supports transparent governance models for emerging smart cities. 展开更多
关键词 Smart cities digital twin AI-IOT framework predictive infrastructure management edge computing reinforcement learning optimization methods federated learning urban systems modeling smart governance
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MOFs材料的改进及在药物缓释中的应用
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作者 曾艳玲 《粘接》 2026年第2期389-392,共4页
为提升MOFs材料在药物缓释中的应用性能,提出以ZIF-67为前驱体,通过溶胶-凝胶法结合高温炭化工艺,以ZIF-67为核,间苯二酚-甲醛树脂衍生炭为壳,成功制备了一种新型核壳结构球形多孔炭材料ZIF-67@RF/SPC。结果表明,ZIF-67@RF/SPC载药量优... 为提升MOFs材料在药物缓释中的应用性能,提出以ZIF-67为前驱体,通过溶胶-凝胶法结合高温炭化工艺,以ZIF-67为核,间苯二酚-甲醛树脂衍生炭为壳,成功制备了一种新型核壳结构球形多孔炭材料ZIF-67@RF/SPC。结果表明,ZIF-67@RF/SPC载药量优异,显著优于单一组分材料及物理混合材料;其在60min内即可达到平衡,且循环载药5次后仍保持90%以上的载药量保持率,展现出优异的稳定性和可重复使用性;缓释性能测试表明,其负载药物的释放速率显著减缓,且在不同p H环境中均表现出良好的缓释效果;生物相容性测试进一步证实,ZIF-67@RF/SPC在10~800μg/mL浓度范围内对人体细胞无明显毒性,细胞活力保持在90%以上。本研究为MOFs材料的改进提供了新思路,其核壳结构设计可为药物缓释系统的精准调控和临床应用提供参考方向。 展开更多
关键词 金属-有机框架材料 药物缓释 钴基沸石咪唑酯骨架材料
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MOFs衍生物催化剂制备及气体净化性能研究进展 被引量:1
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作者 胡岚 赵秋月 +1 位作者 周慧娴 曾毅清 《南京工业大学学报(自然科学版)》 北大核心 2025年第1期1-9,共9页
催化净化是最为常用的气体污染物净化技术之一,具有效率高、选择性高和能耗低等特点。催化剂是催化净化技术的核心。随着节能减排要求不断提高,催化净化技术对催化剂的活性、选择性和稳定性等提出了更高的要求。以金属有机框架(MOFs)为... 催化净化是最为常用的气体污染物净化技术之一,具有效率高、选择性高和能耗低等特点。催化剂是催化净化技术的核心。随着节能减排要求不断提高,催化净化技术对催化剂的活性、选择性和稳定性等提出了更高的要求。以金属有机框架(MOFs)为前驱体制备的多孔杂化纳米结构催化剂具有活性位点可控、比表面积高和稳定性高等优点,成为气体净化催化剂的研究热点。本文以MOFs衍生物催化剂为对象,介绍不同种类MOFs衍生物催化剂的结构特点和制备方法;综述近几年MOFs衍生物催化剂在氮氧化物(NO_(x))、挥发性有机物(VOCs)、CO和N_(2)O等污染物催化净化方面的应用研究进展;最后,结合气体催化净化技术在高效催化剂工业应用方面的需求,对MOFs衍生物催化剂的研究方向进行展望。 展开更多
关键词 气体净化 mofs衍生物 催化剂 催化氧化 选择性催化还原 催化净化
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MOFs衍生多功能TiO_(2)的制备及其光催化应用进展
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作者 李洁 张佳 +1 位作者 陈连喜 李小鹏 《化工新型材料》 北大核心 2025年第5期65-68,73,共5页
TiO_(2)是众所周知的功能性无机半导体光催化材料,于紫外光下在解决当今面临的特殊环境问题方面具有优异的性能。然而,TiO_(2)由于其宽带隙(3.1~3.4eV),只能吸收一小部分的太阳光光谱(λ<387nm),因此,为了将TiO_(2)的光学响应转移到... TiO_(2)是众所周知的功能性无机半导体光催化材料,于紫外光下在解决当今面临的特殊环境问题方面具有优异的性能。然而,TiO_(2)由于其宽带隙(3.1~3.4eV),只能吸收一小部分的太阳光光谱(λ<387nm),因此,为了将TiO_(2)的光学响应转移到可见光范围内,提高光催化活性,改善物质与光催化剂之间的相互作用以及活性位点等问题仍然是需要解决的挑战。简要介绍了TiO_(2)基材料的研究现状;重点阐述了MOF衍生功能性TiO_(2)的合成及光催化应用。总结了在改善Ti基新型光催化复合材料结构性能等方面的有效途径和方法,并分析了现存问题和挑战。 展开更多
关键词 金属有机框架 N掺杂TiO_(2) Ti基双金属MOF 光催化
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MOFs-GO气凝胶制备及其对抗生素吸附性能研究
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作者 李微 徐子婷 +2 位作者 王贺 刘水 向韬 《水处理技术》 北大核心 2025年第7期58-64,共7页
以提高金属有机骨架(MOFs)吸附水中抗生素类有机污染物高效稳定性为目标,采用溶剂热法将MOFs粉末与氧化石墨烯(GO)混合制备MOFs气凝胶UIO-66-NH_(2)/GO。利用扫描电镜(SEM)、X射线衍射(XRD),氮气吸附—脱附实验和热重分析(TG)技术,分析U... 以提高金属有机骨架(MOFs)吸附水中抗生素类有机污染物高效稳定性为目标,采用溶剂热法将MOFs粉末与氧化石墨烯(GO)混合制备MOFs气凝胶UIO-66-NH_(2)/GO。利用扫描电镜(SEM)、X射线衍射(XRD),氮气吸附—脱附实验和热重分析(TG)技术,分析UIO-66-NH_(2)/GO形态结构与性能,利用吸附试验研究了UIO-66-NH_(2)/GO对四环素和环丙沙星的吸附性能、吸附机理及循环再生稳定性。试验结果表明,GO成功负载到UIO-66-NH_(2)中,形成八面体空间网络结构;UIO-66-NH_(2)/GO气凝胶的最佳吸附条件为吸附时间12 h,温度40°C,pH为7,初始浓度为100mg/L,对环丙沙星、四环素的最佳吸附量分别为144.32 mg/g和158.25 mg/g。UIO-66-NH_(2)/GO气凝胶对环丙沙星和四环素的吸附是一个吸热、自发、随机的过程,符合Langmuir等温模型和二级动力学模型。UIO-66-NH_(2)/GO气凝胶循环利用8次,对抗生素的吸附量仍能达到100 mg/g以上,UIO-66-NH_(2)/GO气凝胶具有良好的循环再生性能。 展开更多
关键词 mofs气凝胶 环丙沙星 四环素 吸附
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基于MOFs的芦丁分子印迹材料的制备及应用研究
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作者 谷雪贤 郑旭东 《江西化工》 2025年第6期109-113,共5页
本研究以金属有机骨架材料MIL-53(Fe)作为功能载体,通过以芦丁作为模板分子的印迹技术,成功制备出具有特异性识别能力的MIL-53–芦丁印迹复合材料。采用扫描电子显微镜(SEM)、X射线衍射(XRD)以及傅里叶变换红外光谱(FTIR)等多种表征手段... 本研究以金属有机骨架材料MIL-53(Fe)作为功能载体,通过以芦丁作为模板分子的印迹技术,成功制备出具有特异性识别能力的MIL-53–芦丁印迹复合材料。采用扫描电子显微镜(SEM)、X射线衍射(XRD)以及傅里叶变换红外光谱(FTIR)等多种表征手段,对材料进行了结构表征,结果证实了复合材料的结构稳定性及印迹位点的成功构建。进一步通过吸附选择性实验、吸附动力学和等温吸附模型拟合实验,系统评价了该材料对芦丁的吸附性能。实验结果表明,所制备的分子印迹材料对芦丁的吸附行为符合Langmuir等温吸附模型,经计算得出该材料的最大平衡吸附量可达47.83 mg/g。将所制备的MIL-53(Fe)-RMIPs材料应用于新会陈皮提取液中芦丁的分离与富集,实验结果表明该材料对目标分子芦丁表现出较高的吸附效率。 展开更多
关键词 mofs 芦丁 分子印迹材料 新会陈皮
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Synthesis of rare earth metal-organic frameworks(Ln-MOFs) and their properties of adsorption desulfurization 被引量:23
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作者 刘想 王景艳 +3 位作者 李庆远 蒋赛 张天浩 季生福 《Journal of Rare Earths》 SCIE EI CAS CSCD 2014年第2期189-194,共6页
The rare earth metal-organic frameworks (Ln-MOFs) materials, Ln(BTC)(H2O)-(DMF), were synthesized using the rare earth metal (Ln=Sm, Eu, Tb, Y) and 1,3,5-trirnesic acid (BTC) as a metal ion center and liga... The rare earth metal-organic frameworks (Ln-MOFs) materials, Ln(BTC)(H2O)-(DMF), were synthesized using the rare earth metal (Ln=Sm, Eu, Tb, Y) and 1,3,5-trirnesic acid (BTC) as a metal ion center and ligand, respectively. X-ray diffraction (XRD) and infrared spectroscopy (FT-IR) were employed to characterize the Ln-MOFs structural features. The property of adsorption desul- furization of Ln-MOFs materials was evaluated with thiophene/n-octane as model oil. The results showed that Ln-MOFs with rare earth metals Sm, Eu, Tb and Y had perfect crystalline and good adsorption desulfurization ability. Y(BTC)(H2O)-(DMF) material had a comparatively better activity for the adsorption desulfurization with desulfurization rate up to 80.7% and the sulfur adsorption ca- pacity was found 30.7 mgS/g(Y-MOFs). The Ln-MOFs materials had excellent reusability. 展开更多
关键词 rare earth metals metal-organic frameworks adsorption desulfurization THIOPHENE
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