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Machine Learning Based Simulation,Synthesis,and Characterization of Zinc Oxide/Graphene Oxide Nanocomposite for Energy Storage Applications
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作者 Tahir Mahmood Muhammad Waseem Ashraf +3 位作者 Shahzadi Tayyaba Muhammad Munir Babiker M.A.Abdel-Banat Hassan Ali Dinar 《Computers, Materials & Continua》 2026年第3期468-501,共34页
Artificial intelligence(AI)based models have been used to predict the structural,optical,mechanical,and electrochemical properties of zinc oxide/graphene oxide nanocomposites.Machine learning(ML)models such as Artific... Artificial intelligence(AI)based models have been used to predict the structural,optical,mechanical,and electrochemical properties of zinc oxide/graphene oxide nanocomposites.Machine learning(ML)models such as Artificial Neural Networks(ANN),Support Vector Regression(SVR),Multilayer Perceptron(MLP),and hybrid,along with fuzzy logic tools,were applied to predict the different properties like wavelength at maximum intensity(444 nm),crystallite size(17.50 nm),and optical bandgap(2.85 eV).While some other properties,such as energy density,power density,and charge transfer resistance,were also predicted with the help of datasets of 1000(80:20).In general,the energy parameters were predicted more accurately by hybrid models.The hydrothermal method was used to synthesize graphene oxide(GO)and zinc oxide(ZnO)nanocomposites.The increased surface area,conductivity,and stability of graphene oxide in zinc oxide nanoparticles make the composite an ideal option for energy storage.X-ray diffraction(XRD)confirmed the crystallite size of 17.41 nm for the nanocomposite and the presence of GO(12.8○)peaks.The scanning electron microscope(SEM)showed anchored wrinkled GO sheets on zinc oxide with an average particle size of 2.93μm.Energy-dispersive X-ray spectroscopy(EDX)confirmed the elemental composition,and Fouriertransform infrared spectroscopy(FTIR)revealed the impact of GO on functional groups and electrochemical behavior.Photoluminescence(PL)wavelength of(439 nm)and band gap of(2.81 eV)show that the material is suitable for energy applications in nanocomposites.Smart nanocomposite materials with improved performance in energy storage and related applications were fabricated by combining synthesis,characterization,fuzzy logic,and machine learning in this work. 展开更多
关键词 graphene oxide nanocomposites fuzzy logic SUPERCAPACITOR optical properties machine learning energy storage
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Evolution of microstructure and mechanical properties of graphene oxide-reinforced aluminum alloy(6061)composite fabricated via accumulative roll bonding
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作者 Vijay Pratap Singh Abhishek Sharma +4 位作者 Gaurav Kumar Gupta Mohammad Ashiq Sunil Patidar Manoj Kumar Srinibash Mishra 《International Journal of Minerals,Metallurgy and Materials》 2026年第3期935-952,共18页
This study investigates the fabrication and characterization of Al alloy matrix composites reinforced with graphene oxide(GO) using accumulative roll bonding(ARB).The annealed Al 6061 sheets were processed through 5-p... This study investigates the fabrication and characterization of Al alloy matrix composites reinforced with graphene oxide(GO) using accumulative roll bonding(ARB).The annealed Al 6061 sheets were processed through 5-pass ARB with GO reinforcement applied during the initial passes.Scanning electron microscopy revealed effective mitigation of GO agglomeration and improved interface bonding due to microscale material mixing.Raman spectroscopy confirmed the strong interaction between GO and the Al alloy matrix,as evidenced by the increased D band intensities and enhanced 2D band symmetry.Mechanical testing indicated an approximately 338.37% increase in yield strength(YS)and 86.42%improvement in hardness for the ARB-processed(ARBed)Al 6061/GO composite(0.2wt%)compared with annealed Al 6061 and an approximately 14.15%increase in YS and 17.23%improvement in hardness for the ARBedAl/GO composite(0.2wt%)compared with unreinforced ARBed Al 6061 specimens after five passes.X-ray diffraction analysis indicated an increased dislocation density,corroborating the observed enhancements in mechanical properties.Fracture surface analysis revealed reduced elongation with deep dimples,highlighting the tradeoff between strength and ductility.These results demonstrate the effectiveness of ARB for integrating GO into the Al 6061 matrix to improve the mechanical performance and interfacial bonding and underscore its potential for advanced composite materials. 展开更多
关键词 severe plastic deformation accumulative roll bonding aluminum matrix composite Al 6061 graphene oxide FRACTOGRAPHY
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Improving Efficiency of Light Pressure Electric Generator Using Graphene Oxide Nanospacer Between Ag Nanoparticles
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作者 Ha Young Lee Sung-Hyun Kim +3 位作者 Sun-Lyeong Hwang Hyung Soo Ahn Heedae Kim Sam Nyung Yi 《Carbon Energy》 2026年第1期38-47,共10页
Improving device efficiency is fundamental for advancing energy harvesting technology,particularly in systems designed to convert light energy into electrical output.In our previous studies,we developed a basic struct... Improving device efficiency is fundamental for advancing energy harvesting technology,particularly in systems designed to convert light energy into electrical output.In our previous studies,we developed a basic structure light pressure electric generator(Basic-LPEG),which utilized a layered configuration of Ag/Pb(Zr,Ti)O_(3)(PZT)/Pt/GaAs to generate electricity based on light-induced pressure on the PZT.In this study,we sought to enhance the performance of this Basic-LPEG by introducing Ag nanoparticles/graphene oxide(AgNPs/GO)composite units(NP-LPEG),creating upgraded harvesting device.Specifically,by depositing the AgNPs/GO units twice onto the Basic-LPEG,we observed an increase in output voltage and current from 241 mV and 3.1μA to 310 mV and 9.3μA,respectively,under a solar simulator.The increase in electrical output directly correlated with the intensity of the light pressure impacting the PZT,as well as matched the Raman measurements,finite-difference time-domain simulations,and COMSOL Multiphysics Simulation.Experimental data revealed that the enhancement in electrical output was proportional to the number of hot spots generated between Ag nanoparticles,where the electric field experienced substantial amplification.These results underline the effectiveness of AgNPs/GO units in boosting the light-induced electric generation capacity,thereby providing a promising pathway for high-efficiency energy harvesting devices. 展开更多
关键词 Ag nanoparticles energy harvesting graphene oxide light pressure PIEZOELECTRIC
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One-Step Core-Shell Structuring of Silicon Graphene Composite Anode Materials by Aqueous Reduced Graphene Oxide:Toward Practical Use of High-Performance Lithium-Ion Battery
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作者 Byeong Guk Kim Jihyeon Ryu +7 位作者 Ki-Hun Nam Sooyeon Jeong Hye Jung Lee Jungmo Kim Dong Gyun Hong Oh Sung Kwon Sunhye Yang Seung Yol Jeong 《Energy & Environmental Materials》 2026年第1期34-45,共12页
Carbon coatings for silicon(Si)-based anode materials are essential for designing high-performance Li-ion batteries(LIBs).The coatings prevent direct contact with the electrolyte and enhance anode performance.However,... Carbon coatings for silicon(Si)-based anode materials are essential for designing high-performance Li-ion batteries(LIBs).The coatings prevent direct contact with the electrolyte and enhance anode performance.However,conventional carbon coatings are limited by their volume expansion and structural degradation,which lead to capacity fading and reduced durability.This study introduces a scalable and practical one-step carbon-coating strategy for directly coating silicon suboxide(SiO_(x))-based materials using aqueous quasi-defect-free reduced graphene oxide(QrGO)without post-treatment,unlike conventional graphene oxide(GO)-based coating methods.This simple process enables uniform encapsulation with QrGO for a highly adhesive and conductive coating.The QrGO-based composite anode material has several advantages,including reduced cracking due to volume expansion and enhanced charge carrier transport,as well as an increased Si content of 20 wt.%compared to the 5 wt.%in typical commercial Si-based active materials.In particular,the capacity retention of the QrGO-coated Si electrodes dramatically increases at high C-rate.The full cell exhibited long-term stability and capacity that were twice that of commercial SiO_(x)-based cells.Therefore,the QrGO-based one-step coating process represents a scalable,transformative,and commercially viable strategy for developing high-performance LIBs. 展开更多
关键词 anode material core-shell structure lithium-ion battery reduced graphene oxide SILICON
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Synergistic Enhancement of Conductivity and Dispersion in PTFE/Graphene Oxide Composites via Plasma Surface Modification
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作者 HUANG Bin SHEN Zhen +7 位作者 FEI Xiaoqi LIANG Junhui HOU Jiahui KONG Jianyang CHEN Zhao CHEN Guolong YAO Xin CHEN Da 《Journal of Wuhan University of Technology(Materials Science)》 2026年第2期585-592,共8页
We employed oxygen plasma treatment to activate the PTFE surface and introduce oxygencontaining polar groups(-OH,C-O,C=O),thereby enhancing surface energy and interfacial reactivity.We subsequently composited the modi... We employed oxygen plasma treatment to activate the PTFE surface and introduce oxygencontaining polar groups(-OH,C-O,C=O),thereby enhancing surface energy and interfacial reactivity.We subsequently composited the modified PTFE(PTFE-O)with graphene oxide(GO),enabling tight interactions between the two phases through hydrogen bonding and van der Waals forces.Comprehensive characterizations,including XPS,FTIR,SEM,and contact angle analysis,confirmed the successful surface modification and uniform dispersion of GO.The optimized PTFE-O/GO composite exhibits a low resistivity of 2.41×10^(3)Ω·cm under a compression pressure of 2 MPa,demonstrating markedly improved conductivity and antistatic performance.These findings provide an effective route for constructing conductive PTFE-based composites and offer new insights into interface-engineered antistatic polymer materials. 展开更多
关键词 polytetrafluoroethylene(PTFE) plasma treatment graphene oxide interfacial bonding antistatic performance
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Synergistic Bioinspired Interface and Segregated Graphene Oxide Networks Enabling Enhanced Mechanical Strength and Chemical Resistance in Natural Rubber Latex Composites
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作者 Xiao-Da Pan Yun-Kui Song +7 位作者 Chong-Zhi Sun Chao-Yang Yuan Zong-Min Zhu Jia-Ran Wang Xian-Ze Yin Hong-Tao Liu Li Liu Long Zheng 《Chinese Journal of Polymer Science》 2026年第4期1186-1198,I0020,共14页
Natural rubber(NR)latex is a renewable colloidal dispersion used in medical gloves,coatings,and flexible products.It is known for its excellent elasticity and film-forming ability but is limited by insufficient mechan... Natural rubber(NR)latex is a renewable colloidal dispersion used in medical gloves,coatings,and flexible products.It is known for its excellent elasticity and film-forming ability but is limited by insufficient mechanical robustness and chemical resistance.Incorporating nanofillers,such as graphene oxide(GO),is an effective approach to enhance its performance;however,achieving strong interfacial compatibility between hydrophilic GO and the nonpolar rubber matrix remains challenging.To overcome this issue,a multifunctional interfacial design inspired by mussel adhesion chemistry was developed to construct a hierarchical and cohesive GO network within the NR latex matrix.A tannic acid-based modifier(TM)bearing catechol and thiol groups was synthesized and anchored onto latex particles via hydrogen bonding with surface proteins and phospholipids,enabling subsequentπ-πinteractions and hydrogen bonding with GO nanosheets.This guided the selective self-assembly of GO into a continuous segregated network along the latex particle boundaries.Hierarchical interface reinforcement was achieved through Eu^(3+)ligand coordination.The incorporation of GO and enhancement of interfacial interactions promoted strain-induced crystallization,resulting in increased crystallinity and improved load transfer.The resulting composite film containing 0.5 part per hundred rubber GO and the bioinspired interface exhibited a tensile strength that was 107.8%higher than that of the pure NR latex film,while maintaining an elongation at break of 915%.Tear strength increased by 118.5%,toughness reached 61.7 MJ/m~3,nitrogen permeability decreased by 20.1%,and antibacterial efficiency against both Escherichia coli and Staphylococcus aureus reached 99.9%.The films also exhibited enhanced resistance to organic solvents,acids,and alkalis.This study provides a green and scalable strategy for fabricating high-performance NR latex-based products suitable for medical,protective,and engineering applications. 展开更多
关键词 Natural rubber latex Mussel-inspired interface graphene oxide Segregated filler network Mechanical property
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Improving the interfacial strength of cement-polyacrylate grout and Ordovician limestone by graphene oxide
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作者 Zhiyang Wang Yingwei Li +3 位作者 Longji Wu He Chen Xiuliang Yin Zhijun Wu 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期702-712,共11页
In coal mining on a high-pressure Ordovician limestone aquifer,grouting materials should have sufficient mechanical properties,particularly strong interfacial bonding performance to address stress concentration at the... In coal mining on a high-pressure Ordovician limestone aquifer,grouting materials should have sufficient mechanical properties,particularly strong interfacial bonding performance to address stress concentration at the grout-limestone interface induced by rock stress disturbances during mining.In this study,graphene oxide(GO)was integrated into cement-polyacrylate composite grout to improve its interfacial bonding.First,four-point bending tests were conducted,and the Monte Carlo method combined with the simplex search algorithm was employed to determine the variations in shear cohesion and static friction parameters.The results reveal that GO can significantly increase both the tensile and shear cohesion of the grout-limestone interface,but minimally affects the interfacial friction coefficient.Second,nuclear magnetic resonance(NMR)and scanning electron microscopy(SEM)tests were performed.The results indicate that GO nanosheets result in a squamaceous microstructure of the grout consolidation mass,increasing the adhesion of the grout-limestone interface.Moreover,spiny Aft(ettringite)clusters can be induced in limestone fracture surfaces by GO,which could serve as anchors for limestone and grout consolidation mass. 展开更多
关键词 graphene oxide Cement-polyacrylate grout Grout-limestone interfacial strength Spiny cement hydration product crystals Micro anchoring
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Graphene Oxide on Rheological and Self-healing Properties of Modified Asphalt 被引量:1
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作者 LIU Qinbao ZHAO Yan +1 位作者 GAO Honggang YAN Luchun 《材料科学与工程学报》 北大核心 2025年第1期80-89,共10页
Graphene oxide nanomaterials are increasingly used in various fields due to their superior properties.In order to study the influence of graphene oxide additives on the performance of modified asphalt,in this study,gr... Graphene oxide nanomaterials are increasingly used in various fields due to their superior properties.In order to study the influence of graphene oxide additives on the performance of modified asphalt,in this study,graphene oxide modified asphalt was prepared and characteristics was studied including the high deformation resistance performance and the self-healing property of modified asphalt.Functional groups and morphology of graphene oxide modified asphalt were described by Fourier transform infrared spectroscopy.The high deformation resistance performance and self-healing effect of asphalt samples were obtained through dynamic slear rheometer(DSR)test.Results shows that graphene oxide dispersions improve the performance of asphalt relatively well compared to graphene oxide powder.There is no chemical reaction between graphene oxide and asphalt,but physical connection.The addition of graphene oxide improved the high deformation resistance of modified asphalt and expedited the self-healing ability of asphalt under fatigue load. 展开更多
关键词 graphene oxide Modified asphalt Rheological property SELF-HEALING
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Reduced graphene oxide assembled on the Si nanowire anode enabling low passivation and hydrogen evolution for long-life aqueous Si-air batteries 被引量:2
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作者 Fengjun Deng Tingyu Zhao +4 位作者 Xiaochen Zhang Kaiyong Feng Ze Liu Youlin Xiang Yingjian Yu 《Chinese Chemical Letters》 2025年第6期688-692,共5页
Silicon-air batteries(SABs),a new type of semiconductor air battery,have a high energy density.However,some side reactions in SABs cause Si anodes to be covered by a passivation layer to prevent continuous discharge,a... Silicon-air batteries(SABs),a new type of semiconductor air battery,have a high energy density.However,some side reactions in SABs cause Si anodes to be covered by a passivation layer to prevent continuous discharge,and the anode utilization rate is low.In this work,reduced graphene oxide(RGO)fabricated via high-temperature annealing or L-ascorbic acid(L.AA)reduction was first used to obtain Si nanowires/RGO-1000(Si NWs/RGO-1000)and Si nanowires/RGO-L.AA(Si NWs/RGO-L.AA)composite anodes for SABs.It was found that RGO suppressed the passivation and self-corrosion reactions and that SABs using Si NWs/RGO-L.AA as the anode can discharge for more than 700 h,breaking the previous performance of SABs,and that the specific capacity was increased by 90.8%compared to bare Si.This work provides a new solution for the design of high specific capacity SABs with nanostructures and anode protective layers. 展开更多
关键词 Si-air batteries Reduced graphene oxide Si NWs PASSIVATION Corrosion
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Reduced graphene oxide-mediated electron-hole separation using titanium dioxide increases the photocatalytic antibacterial activity of bone scaffolds 被引量:2
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作者 Pei Feng Haifeng Tian +3 位作者 Feng Yang Shuping Peng Hao Pan Cijun Shuai 《Bio-Design and Manufacturing》 2025年第1期100-115,I0044,共17页
Fast electron-hole recombination issues during titanium dioxide(TiO_(2))photocatalysis limit its application in preventing bacterial infection during bone defect repair.In this study,TiO_(2)@reduced graphene oxide(rGO... Fast electron-hole recombination issues during titanium dioxide(TiO_(2))photocatalysis limit its application in preventing bacterial infection during bone defect repair.In this study,TiO_(2)@reduced graphene oxide(rGO)composites were synthesized using a hydrothermal method in which rGO,which possesses very high electrical conductivity,promotes the separation of photoelectron-hole pairs of TiO_(2),thus improving the efficiency of photocatalytic production of reactive oxygen species(ROS).Subsequently,TiO_(2)@rGO composites were introduced into poly-L-lactic acid(PLLA)to prepare bone scaffolds with photocatalytic antibacterial function via selective laser sintering.The results showed that TiO_(2)grew on the surface of rGO and formed a covalent bond connection(Ti-O-C)with rGO.A decreased electrochemical impedance of TiO_(2)@rGO composites was observed,and the transient photocurrent intensity increased from 0.05 to 0.5μA/cm^(2).Analysis of electron spin resonance found that the photocatalytic products of TiO_(2)were·OH and·O^(2-),two kinds of ROS capable of killing bacteria via disrupting the structure of the bacterial membrane in vitro.Antibacterial experiments showed that the PLLA/TiO_(2)@rGO scaffolds had good antibacterial properties against Escherichia coli and Staphylococcus aureus.Finally,we report that these scaffolds exhibited both enhanced mechanical properties due to the addition of TiO_(2)@rGO as a reinforcement material and good biocompatibility during cell proliferation. 展开更多
关键词 Reduced graphene oxide PHOTOCATALYSIS Reactive oxygen species Antibacterial properties Bone scaffold
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Fabrication of flake-like NiCo_(2)O_(4)/reduced graphene oxide/melamine-derived carbon foam as an excellent microwave absorber 被引量:1
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作者 Konghu Tian Hang Yang +4 位作者 Chao Zhang Ruiwen Shu Qun Shao Xiaowei Liu Kaipeng Gao 《International Journal of Minerals,Metallurgy and Materials》 2025年第3期556-565,共10页
Carbon-based foams with a three-dimensional structure can serve as a lightweight template for the rational design and control-lable preparation of metal oxide/carbon-based composite microwave absorption materials.In t... Carbon-based foams with a three-dimensional structure can serve as a lightweight template for the rational design and control-lable preparation of metal oxide/carbon-based composite microwave absorption materials.In this study,a flake-like nickel cobaltate/re-duced graphene oxide/melamine-derived carbon foam(FNC/RGO/MDCF)was successfully fabricated through a combination of solvo-thermal treatment and high-temperature pyrolysis.Results indicated that RGO was evenly distributed in the MDCF skeleton,providing ef-fective support for the load growth of FNC on its surface.Sample S3,the FNC/RGO/MDCF composite prepared by solvothermal method for 16 h,exhibited a minimum reflection loss(RL_(min))of-66.44 dB at a thickness of 2.29 mm.When the thickness was reduced to 1.50 mm,the optimal effective absorption bandwidth was 3.84 GHz.Analysis of the absorption mechanism of FNC/RGO/MDCF revealed that its excellent absorption performance was primarily attributed to the combined effects of conduction loss,multiple reflection,scattering,in-terface polarization,and dipole polarization. 展开更多
关键词 carbon foam reduced graphene oxide flake-like nickel cobaltate microwave absorbing materials
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Regulating the Amount of Graphene Oxide for Enhanced Capacitive Energy Storage of MOF Derived Materials
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作者 Yong-Ji Qina Jing-Quan Yang +5 位作者 Hao Wang Mei-Ling Lian Pei-Pei Jia Jun Luo Xi-Jun Liu Jun-Feng Liu 《电化学(中英文)》 北大核心 2025年第7期18-26,共9页
In pursuit of more efficient and stable electrochemical energy storage materials,composite materials consisting of metal oxides and graphene oxide have garnered significant attention due to their unique structures and... In pursuit of more efficient and stable electrochemical energy storage materials,composite materials consisting of metal oxides and graphene oxide have garnered significant attention due to their unique structures and exceptional properties.Graphene oxide(GO),a two-dimensional material with an extremely high specific surface area and excellent conductivity,offers new possibilities for enhancing the electrochemical performance of metal oxides.In this work,we synthesized met-al-organic framework(MOF)and GO composites by regulating the amount of GO,and successfully prepared composites of metal oxides supported by nitrogen-doped carbon frameworks and GO through a simple one-step calcination process.Based on the electrochemical tests,the optimal amount of GO was determined.This research will provide new insights into and directions for designing and synthesizing metal oxide and graphene oxide composite materials with an ideal electro-chemical performance. 展开更多
关键词 Metal-organic framework Iron oxide graphene oxide Composite material SUPERCAPACITOR
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Increasing the closed-pore volume in hard carbons for sodium-ion batteries by the addition of graphene oxide in an emulsion system
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作者 LI Xiao-tian YUAN Ren-lu +8 位作者 ZHANG Jia-yao ZHANG Jia-peng GUO Lie-wen ZHANG Hong-chuan LIU Hai-yan LI Ang FAN Cheng-wei CHEN Xiao-hong SONG Huai-he 《新型炭材料(中英文)》 北大核心 2025年第6期1279-1291,I0016-I0032,共30页
The demand for high-energy-density sodium-ion batteries has driven research to increase the hard carbon(HC)plateau capacity(<0.1 V),but the plateau capacity-rate capability trade-off limits performance.We report a ... The demand for high-energy-density sodium-ion batteries has driven research to increase the hard carbon(HC)plateau capacity(<0.1 V),but the plateau capacity-rate capability trade-off limits performance.We report a way to regulate the closed pore structure and improve the rate capability of HC by the addition of graphene oxide using an emulsification process.In a non-emulsion system,graphene oxide not only shortens ion diffusion paths by inducing the formation of flakelike HC but also significantly improves the rate performance by serving as conductive bridges within the carbon matrix.The prepared graphene/phenolic resin carbon composite has reversible capacities of 362,340,319,274,119,86,69 and 48 mAh g^(−1)at current densities of 0.02,0.05,0.1,0.2,0.5,1,2 and 5 A g^(−1),respectively.When emulsification is introduced,the graphene oxide acts as a nano-confinement template,guiding the cross-linking of phenolic resin to form uniformly sized closed pores.This composite electrode material has the highest plateau capacity of 268 mAh g^(−1)at 20 mA g^(−1). 展开更多
关键词 Closed pore Hard carbon graphene oxide Sodium ion batteries Hard carbon structure
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Effect of reduced graphene oxide produced by plant extract on anti-corrosion behaviour of epoxy coating
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作者 FOROUZESH Shervin JAFARI Hassan SADEGHZADEH Ahmad 《Journal of Central South University》 2025年第3期820-836,共17页
Graphene oxide (GO) reduced by Stachys lavandulifolia extract (SLE) was produced and characterised. The anti-corrosion behaviour of epoxy coatings containing GO and rGO nanosheets was investigated. FESEM-EDS, FT-IR, a... Graphene oxide (GO) reduced by Stachys lavandulifolia extract (SLE) was produced and characterised. The anti-corrosion behaviour of epoxy coatings containing GO and rGO nanosheets was investigated. FESEM-EDS, FT-IR, and Raman spectroscopy were used to examine the microstructure and chemical composition of the nanosheets and epoxy coatings. EIS experiment was used to explore the corrosion behaviour of the coatings. The O/C ratio for GO and rGO-SLE was found to be 2.5 and 4.5, indicating a decrease in the carbon content after the reduction of GO, confirming the adsorption of SLE onto the GO nanosheets. The successful reduction of GO in the presence of SLE particles was confirmed by disappearing the C=O peak and a significant decrease in the C-O-C bond intensity. The epoxy/rGO- SLE coatings exhibited the highest double-layer thickness and excellent corrosion resistance compared to neat epoxy and epoxy/GO coatings, emphasizing the significant role of rGO in enhancing the protective performance of epoxy coatings. The highest values for total charge transfer and film resistances and the inhibition efficiency were observed to be 6529 Ω·cm^(2) and 90%, respectively, for the epoxy/rGO-SLE coated steel plate. It was also found that the epoxy/0.15 wt.% rGO-SLE coating demonstrates the best corrosion resistance performance. 展开更多
关键词 graphene oxide coating EPOXY corrosion NANOSHEET Stachys lavandulifolia
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In-situ synthesis of mixed-valence manganese oxide@S,P self-codoped carbon@reduced graphene oxide composites by enhanced surface interaction for high-performance all-solid-state supercapacitors
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作者 Yahui Gao Gendi Song +4 位作者 Yanjie Xu Yuyu Sun Yong Feng Huijun Tan Wenjie Tian 《Chinese Journal of Chemical Engineering》 2025年第4期315-327,共13页
By enhancing surface interaction between metal oxide particles and carbon-based materials,it can effectively improve Faraday capacitance and conductivity,ultimately achieving high energy density with sufficient redox ... By enhancing surface interaction between metal oxide particles and carbon-based materials,it can effectively improve Faraday capacitance and conductivity,ultimately achieving high energy density with sufficient redox reactions in supercapacitors.Through a gentle biomineralization process and subsequent thermal reduction strategy,we successfully prepared the graphene oxide(GO)wrapping mixed-valence manganese oxides(MnO_(x))and S,P self-codoped carbon matrix porous composite(MnO_(x)@SPC@reduced graphene oxide(RGO)).During the biomineralization process of engineered Pseudomonas sp.(Ml)cells,GO nanosheets functioned as the'soil'to adsorb Mn^(2+)ion and uniformly disperse biogenic Mn oxides(BMO).After undergoing annealing,the MnO_(x) nanoparticles were evenly wrapped with graphene,resulting in the creation of the MnO_(x)@SPC@RGO3 composite.This composite possesses strong C—O—Mn bond interfaces,numerous electroactive sites,and a uniform pore structure.By optimizing the synergistic interaction between the highly conductive graphene and the remarkable surface capacitance of MnO_(x),the MnO_(x)@SPC@RGO3 electrode,with its intercalation Faraday reactions mechanism of■transformations,exhibits an outstanding specific capacity(448.3 F·g^(-1)at 0.5 A·g^(-1)),multiplying performance(340.5 F·g^(-1)at10 A·g^(-1)),and cycling stability(93.8%retention after 5000 cycles).Moreover,the asymmetric all-solidstate supercapacitors of MnO_(x)@SPC@RGO3//PC exhibit an exceptional energy density of 64.8 W·h·kg^(-1)and power density of 350 W·kg^(-1),as well as a long lifespan with capacitance retention of 92.5%after10000 cycles.In conclusion,the synthetic route utilizing biomineralization and thermal reduction exhibits significant potential for exploiting high-performance electrode materials in all-solid-state supercapacitor applications. 展开更多
关键词 ELECTROCHEMISTRY Biological engineering Nanomaterials graphene oxide Manganese oxides SUPERCAPACITORS
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Graphene oxide-polyethyleneimene-silicon dioxide nanocomposite-doped polysulfone ultrafiltration membrane oily water treatment
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作者 Hind Ben Youssef Ahmed T.Yasir Abdelbaki Benamor 《Chinese Journal of Chemical Engineering》 2025年第11期204-219,共16页
This study synthesizes and evaluates a novel polysulfone-based membrane doped with graphene oxidepolyethyleneimine-silicon oxide(GO-SiO_(2)-PEI),specifically designed for oily water treatment applications.The function... This study synthesizes and evaluates a novel polysulfone-based membrane doped with graphene oxidepolyethyleneimine-silicon oxide(GO-SiO_(2)-PEI),specifically designed for oily water treatment applications.The functionalization of graphene oxide with SiO_(2) and PEI was rigorously confirmed through comprehensive XRD,FTIR,Raman spectroscopy,and XPS analyses,ensuring the integrity and expected functionality of the nanocomposite.This nanocomposite was integrated into the polysulfone(PSF)membrane matrix,significantly reducing the membrane's inherent hydrophobicity and propensity for fouling.The membranes were meticulously characterized using advanced surface and bulk sensitive apparatus including contact angle and SEM imaging to ascertain their structural and functional attributes.Performance evaluations conducted in a dead-end filtration setup revealed that incorporating 1.0%(mass) of the nanocomposite into the PSF membrane markedly enhanced its porosity and improved the water contact angle.This modification led to an 809% increase in the membrane's water flux and a 57%enhancement in flux recovery rate,while still maintaining a high oil rejection rate and a relatively low leaching rate of 5.3 mg·L^(-1).Analysis through the Owens-Wendt-Kaelble model indicated a significant increase in polar surface energy,corroborating the improved oil rejection capabilities at elevated flux levels.Fouling behavior,analyzed using Hermia's model,identified cake formation as the primary fouling mechanism in most of the tested membranes.Leaching tests further highlighted those membranes with higher nanocomposite loadings exhibited increased leaching rates,suggesting a trade-off between performance enhancement and material stability. 展开更多
关键词 Ultrafiltration membrane POLYSULFONE graphene oxide Silicon dioxide POLYETHYLENEIMINE Produced water
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Removal of 1,2,3-Trichloropropane from groundwater using Graphene Oxide-Modified Nano Zero-Valent Iron Activated Persulfate
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作者 Hui Li Lu Liu +3 位作者 Jia-hui Li Bai-zhong Yan Xiang-ke Kong Wei Zhang 《Journal of Groundwater Science and Engineering》 2025年第4期341-351,共11页
Graphene Oxide(GO),nanoscale Zero-Valent Iron(nZVI)and GO-modified nZVI(GO-nZVI)composite materials were prepared by the Hummer and polyphenol reduction method,respectively,and Scanning Electron Microscope(SEM)and X-r... Graphene Oxide(GO),nanoscale Zero-Valent Iron(nZVI)and GO-modified nZVI(GO-nZVI)composite materials were prepared by the Hummer and polyphenol reduction method,respectively,and Scanning Electron Microscope(SEM)and X-ray Diffraction(XRD)were used to characterize the morphology and phase composition of these materials.A series of batch experiments were then conducted to inves-tigate the performance and influencing factors of GO-nZVI activating peroxydisulfate(SPS)for the degra-dation of 1,2,3-trichloropropane(TCP).Finally,an in-situ oxidation reaction zone was created by GO-nZVI-activated SPS in a one-dimensional simulated system to study the remediation of TCP contamination under different aquifer conditions.The results showed that the GO-nZVI composite exhibited a porous,fluffy structure,with spherical nZVI particles loaded onto the surface and folds of the GO sheets.Compared with unmodified nZVI particles,the GO-nZVI composite significantly enhanced the removal efficiency of TCP by activated SPS,achieving a removal rate of 67.2%within an hour-78.2%higher than that of the unmodi-fied system.The SPS dosage and the C/Fe ratio in GO-nZVI were found to significantly affect the degradation efficiency of TCP.The removal rate of TCP increased with higher SPS concentration,and a 10%carbon addition,yielded the best activation effect.The one-dimensional simulation results indicated that the removal rate of TCP ranged from 30.1%to 73.3%under different conditions.A larger medium particle size and higher concentrations of reactants(SPS and GO-nZVI)improved pollutant degradation efficiency,increasing TCP removal by 62.1%,23.8%,and 3.7%,respectively.In contrast,a higher groundwater flow velocity was not conducive to the removal of pollutants,with the TCP removal rate decreasing by approxi-mately 41.9%. 展开更多
关键词 graphene oxide Nanoscale zero-valent iron PERSULFATE 1 2 3-Trichloropropane Groundwa-ter In-situ reaction zone
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Adsorption of ciprofloxacin on(Zn-Al)LDHs modified 3D reduced graphene oxide:Response surface methodology,adsorption equilibrium,kinetic and thermodynamic studies
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作者 Chong Lu Xingwei Han +2 位作者 Haojun Zou Xue Gao Sijia Wang 《Chinese Journal of Chemical Engineering》 2025年第7期125-136,共12页
The indiscriminate use and disposal of ciprofloxacin(CIP)have led to its detection in water globally,which pose a huge risk to public health and water environment.Herein,(Zn-Al)LDHs modified 3D reduced graphene oxide ... The indiscriminate use and disposal of ciprofloxacin(CIP)have led to its detection in water globally,which pose a huge risk to public health and water environment.Herein,(Zn-Al)LDHs modified 3D reduced graphene oxide nanocomposite((Zn-Al)LDHs/3D-rGO)was synthesized through a feasible onepot hydrothermal method for CIP removal.The highly distributed(Zn-Al)LDHs flakes on the surface of 3D-rGO endow the resulted(Zn-Al)LDHs/3D-rGO with an excellent adsorption performance for CIP.The adsorption results showed that the adsorption process could be well interpreted by Temkin isothermal model and the pseudo second-order kinetics model.The maximal adsorption capacity of 20.01 mg·g^(-1)for CIP could be achieved under the optimal conditions optimized by response surface methodology(RSM).The inhibitory effect of co-existing ions on CIP adsorption were also discussed.The probable adsorption mechanism might be ascribed toπ-πinteractions,hydrogen bonding,electrostatic,and surface complexation.Regeneration tests showed that the obtained 3D porous material also possessed pronounced recyclability.The obtained(Zn-Al)LDHs/3D-rGO holds a great potential for removal of CIP from actual wastewater. 展开更多
关键词 (Zn-Al)LDHs 3D reduced graphene oxide ADSORBENT Synthesis CIPROFLOXACIN ADSORPTION
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Graphene Oxide and Moringa oleifera Seed Oil Incorporated into Gelatin-Based Films:A Novel Active Food Packaging Material
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作者 María Fernanda Cardona Lunar Ramón Ordoñez +2 位作者 Heidi Fonseca Florido Joaquín Hernández-Fernández Rodrigo Ortega-Toro 《Journal of Renewable Materials》 2025年第2期311-327,共17页
The extensive use of polymeric materials in single-use packaging has driven the need to develop biodegradable alternatives.This study investigates the incorporation of graphene oxide(GO)and Moringa oleifera seed oil(M... The extensive use of polymeric materials in single-use packaging has driven the need to develop biodegradable alternatives.This study investigates the incorporation of graphene oxide(GO)and Moringa oleifera seed oil(MOSO)into a gelatin matrix to create polymer films and evaluate their potential as active packaging materials.The properties of these films were evaluated using structural,thermal,mechanical,optical,and physicochemical methods to determine their suitability for food packaging applications.The results showed that GO and MOSO were homogeneously dispersed in the gelatin matrix,forming colloidal particles(around 5μm in diameter).The addition of GO increased opacity by approximately 20 times the base value while MOSO affected light transmittance without impacting opacity.Mechanical properties were affected differently,GO acted as a crosslinking agent reducing elongation and increasing tensile strength at break,on the other hand MOSO acted as a plasticizer,making films more plastic increasing elongation a 30%.These effects counteracted each other,and similar behavior was recorded in differential scanning calorimetry.The films exhibited an improved water vapor resistance,which is crucial for food packaging.These findings indicate that the incorporation of GO and MOSO into a gelatin matrix may produce biodegradable polymer films with enhanced properties,suitable for active packaging in the food industry. 展开更多
关键词 Biodegradable packaging graphene oxide Moringa oleifera seed oil mechanical properties thermal stability water vapor resistance food packaging applications
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Enhancing corrosion resistance of epoxy resin coatings through dual modification of graphene oxide with maleic anhydride and paraphenylenediamine
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作者 Xin Li Jie Chen +4 位作者 Jian-xin Bi Dong-xia Huo Jun Liu Jun-hui Dong Ding Nan 《Journal of Iron and Steel Research International》 2025年第5期1176-1185,共10页
Paraphenylenediamine(PPDA)-grafted maleic anhydride(MAH)-modified graphene oxide(PGO)was synthesized through a dual modification process.Initially,MAH was employed to modify graphene oxide(GO)to enhance its reactive s... Paraphenylenediamine(PPDA)-grafted maleic anhydride(MAH)-modified graphene oxide(PGO)was synthesized through a dual modification process.Initially,MAH was employed to modify graphene oxide(GO)to enhance its reactive sites.Subsequently,PPDA was utilized for further modification of MAH-modified GO(MGO).Through a comprehensive analysis,the successful grafting of MAH and PPDA onto GO was confirmed.It was concurrently established that the optimal ratio of PPDA to MGO is 1:1.This approach yielded PGO characterized by outstanding dispersibility and barrier properties in epoxy resin(EP)coaings for Q235 steel.The corrosion resistance of EP coatings containing varying amounts of PGO was assessed using electrochemical workstation and salt spray testing.After immersing in a 3.5 wt.%NaCl solution for 300 h,the composite coating containing 0.1 wt.%PGO exhibited superior performance in terms of low-frequency impedance modulus,measuring at 1.1×10^(8)Ωcm^(2).The lowest corrosion current density was 2.32×10^(–10)A cm^(−2),and the self-corrosion voltage was−0.301 V.Additionally,polarization testing indicated that this coating also displayed the lowest corrosion rate,specifically 1.383×10^(–7)mm/a. 展开更多
关键词 graphene oxide MODIFICATION PARAPHENYLENEDIAMINE Maleic anhydride Corrosion resistance
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