The low ionic conductivity and poor mechanical strength of polyethylene oxide(PEO)-based electrolytes severely restrict their practical application.To address this problem,this work designs a scalable,high-strength(24...The low ionic conductivity and poor mechanical strength of polyethylene oxide(PEO)-based electrolytes severely restrict their practical application.To address this problem,this work designs a scalable,high-strength(24.3 MPa)bicontinuous porous poly(m-phthaloyl-m-phenylenediamine)(PMIA)membrane integrated into PEO/LiTFSI(PL),thus forming a PMIA/PEO/LiTFSI(PPL)composite electrolyte.Compared to the PL electrolyte,the PPL electrolyte reinforced by a bicontinuous porous PMIA membrane exhibits significantly enhanced mechanical strength,reaching 13.4 MPa.In addition,the amide groups on PMIA strongly coordinate with LiTFSI and form hydrogen bonds with PEO,promoting Li salt dissociation and reducing the Li^(+)migration barrier.This creates efficient,fast Li^(+)transport channels at the PMIA/PL interfaces,effectively promoting the uniform Li^(+)deposition and minimizing lithium dendrite formation.The PPL electrolyte achieves high ionic conductivity(1×10^(−4)S cm^(−1)at 30°C)and Li^(+)transference number(tLi^(+)=0.43).The assembled LiFePO_(4)/Li battery demonstrates excellent cycling stability,retaining 80%capacity after 2000 cycles at 2 C,while the Li/Li symmetric cell operates stably for over 900 h at 0.3 mA cm^(−2).Therefore,the scalable porous PMIA membrane effectively enhances both the mechanical strength and Li^(+)transport in PEO-based electrolytes,offering a viable strategy for their commercial-scale implementation.展开更多
Four types of resins,P1–P4,are used as binders for FeSiBC amorphous powder,which are then press-molded and heat-treated to fabricate magnetic powder cores(MPCs).By testing the permeability,loss,density,and radial cru...Four types of resins,P1–P4,are used as binders for FeSiBC amorphous powder,which are then press-molded and heat-treated to fabricate magnetic powder cores(MPCs).By testing the permeability,loss,density,and radial crush strength of MPCs,the effect of the binder on the magnetic properties of the cores is investigated and the best resin is found.The results show that the silicone resin P3 exhibits the best thermal stability,retaining 82.1%of its mass after heat treatment at 430°C.This contributes to improving the insulation of MPCs and reducing the eddy current loss,which is 46.06 mW cm^(−3)(150 kHz,20 mT)with the mechanical strength of 11.13 MPa.The bonding of epoxy resin P4 is superior to that of other resins,which significantly improves the powder compactness and makes MPCs density reach 5.67 g cm^(−3),and its permeability is as high as 28.7.The two types of resins have different advantages,and both lead to MPCs with excellent properties.展开更多
The effective optimization of Zn anode/protective layer interface stability,underpinned by an in-depth exploration of durable protection mechanisms,is crucial for developing artificial protective layers in high-perfor...The effective optimization of Zn anode/protective layer interface stability,underpinned by an in-depth exploration of durable protection mechanisms,is crucial for developing artificial protective layers in high-performance aqueous Zn-ion batteries(AZIBs).In this work,we present a self-regulating,continuous and dense amorphous Al_(2)O_(3-x)-2 layer(referred to as A-Al_(2)O_(3-x)-2 layer)with exceptional mechanical strength,achieved through core process control.Spectroscopic and theoretical studies reveal that the amorphous structure of Al_(2)O_(3-x)-2,featuring stable oxygen vacancies,significantly enhances Zn^(2+)transfer kinetics and promotes uniform distribution.This unique structure guides controlled Zn deposition along the(002)plane,facilitating stable cycling.Furthermore,the excellent mechanical strength of A-Al_(2)O_(3-x)-2@Zn is well maintained under extended cycling conditions,ensuring lasting interface integrity and durable protection.Under a challenging current density of 60 mA cm^(-2),the A-Al_(2)O_(3-x)-2@Zn symmetric cell demonstrates an impressive cycling lifespan of 9620 cycles.Furthermore,a full cell assembled with an A-Al_(2)O_(3-x)-2@Zn anode and an Al^(3+)-doped MnO_(2)cathode exhibits substantially improved cycling performance with 100% capacity retention after 900 cycles at 1 A g^(-1),underscoring the importance of the synergistic effects between anode and cathode materials in achieving long-life AZIBs,This work provides valuable insights into designing durable protective layers for Zn anodes in aqueous Zn-ion batteries.展开更多
A simple,fast and cost-effective method for monolithic carbon aerogels(CAs) preparation was proposed through sol-gel polycondensation of resorcinol with fo rmaldehyde in a basic aqueous solution followed by ambient pr...A simple,fast and cost-effective method for monolithic carbon aerogels(CAs) preparation was proposed through sol-gel polycondensation of resorcinol with fo rmaldehyde in a basic aqueous solution followed by ambient pressure drying without solvent exchange,and carbonization.The microstructure and network strength of CAs were tailored by adju sting the catalyst concentration([resorcinol]/[sodium carbonate] in the range of 300-2000),water content([deionized water]/[resorcinol] equals to 17 and 24,respectively),and gelation temperature(Tgel in the range of 30-90℃).Resultantly,the CAs with a wide range of density(0.30-1.13 g/cm3),high specific surface area(465-616 m2/g),high compressive strength(6.5-147.4 MPa)and low thermal conductivity(0.065-0.120 W·m-1 K-1) were obtained in this work.Moreover,the largesized CAs(100×100×20 mm3) can also be prepared by this method since the formed robust skeleton network can resist shrinkage/collapse of pore structure and prevent cracking during drying.The improved mechanical strength and monolithic forming abilities could be mainly attributed to the uniform arrangement of carbon particles and pores,fine particle size,abundant network structure and enhanced particle neck.展开更多
The remarkable properties of carbon nanotubes(CNTs)have led to promising applications in the field of electromagnetic inter-ference(EMI)shielding.However,for macroscopic CNT assemblies,such as CNT film,achieving high ...The remarkable properties of carbon nanotubes(CNTs)have led to promising applications in the field of electromagnetic inter-ference(EMI)shielding.However,for macroscopic CNT assemblies,such as CNT film,achieving high electrical and mechanical properties remains challenging,which heavily depends on the tube-tube interac-tions of CNTs.Herein,we develop a novel strategy based on metal-organic decomposition(MOD)to fabricate a flexible silver-carbon nanotube(Ag-CNT)film.The Ag particles are introduced in situ into the CNT film through annealing of MOD,leading to enhanced tube-tube interactions.As a result,the electrical conductivity of Ag-CNT film is up to 6.82×10^(5) S m^(-1),and the EMI shielding effectiveness of Ag-CNT film with a thickness of~7.8μm exceeds 66 dB in the ultra-broad frequency range(3-40 GHz).The tensile strength and Young’s modulus of Ag-CNT film increase from 30.09±3.14 to 76.06±6.20 MPa(~253%)and from 1.12±0.33 to 8.90±0.97 GPa(~795%),respectively.Moreover,the Ag-CNT film exhibits excellent near-field shield-ing performance,which can effectively block wireless transmission.This innovative approach provides an effective route to further apply macroscopic CNT assemblies to future portable and wearable electronic devices.展开更多
Polyethylene oxide(PEO)-based solid polymer electrolytes(SPEs)with flexibility,easy processability,low cost and especially strong ability to dissolve lithium salts have been regarded as promising alternatives to tradi...Polyethylene oxide(PEO)-based solid polymer electrolytes(SPEs)with flexibility,easy processability,low cost and especially strong ability to dissolve lithium salts have been regarded as promising alternatives to traditional flammable liquid electrolytes in next-generation highsafety and high-energy-density lithium metal batteries.However,the inferior mechanical strength and thermostability of PEO-based SPEs will raise the lithium dendritic penetration issue,further leading to the short circuit in batteries.In this work,aiming at enhancing the interfacial stability against Li dendrites of PEO-based SPEs,poly(mphenylene isophthalamide)(PMIA)is introduced as a reinforcing phase for the rational design of PEO/PMIA composite electrolyte.Impressively,PMIA chain with meta-type benzene-amide linkages significantly improves the mechanical strength(1.60 MPa),thermal stability(260℃)and ability to inhibit the growth of lithium dendrites(>300 h at 0.1 mA·cm^(-2))of SPEs.Meanwhile,allsolid-state LiFePO_(4)‖PEO/PMlA‖Li cell demonstrates superior electrochemical performance in terms of high specific capacity(159.1 mAh·g^(-1)),remarkable capacity retention(82.2%after 200 cycles at 0.5 C)and excellent safety characteristics.No burning or explosion occurs under pressing,bending and cutting conditions.This work opens a new door in developing high-performance PEObased electrolytes for advanced all-solid-state lithium metal batteries.展开更多
To study the thermal decomposition of Al/Zr H_(2)/PTFE with different Al particle size as well as mechanical strength and impact sensitivity under medium and low strain rates,molding-vacuum sintering was adopted to pr...To study the thermal decomposition of Al/Zr H_(2)/PTFE with different Al particle size as well as mechanical strength and impact sensitivity under medium and low strain rates,molding-vacuum sintering was adopted to prepare four groups of power materials and cylindrical specimens with different Al particle size.The active decomposition temperature of Zr H_(2) was obtained by TG-DSC,and the quasi-static mechanics/reaction characteristics as well as the impact sensitivity of the specimen were studied respectively by quasi-static compression and drop-hammer test.The results show that the yield strength of the material decreased with the increase of the Al particle size,while the compressive strength,failure strain and toughness increased first and then decreased,which reached the maximum values of 116.61 MPa,191%,and 119.9 MJ/m respectively when the Al particle size is 12-14 mm because of particle size grading.The specimens with the highest strength and toughness formed circumferential open cracks and reacted partly when pressed.Those with developmental cracks formed inside did not react.It is considered that fracture of specimens first triggered initial reaction between Al and PTFE to release an amount of heat.Then ZrH_(2) was activated and decomposed,and participated in subsequent reaction to generate Zr C.The impact sensitivity of the specimens decreased with the increase of Al particle size.展开更多
Poly(m-phthaloyl-m-phenylenediamine)(PMIA)is promising as the separator in lithium-ion batteries(LIBs)for its excellent thermostability,insulation and self-extinguishing properties.However,its low mechanical strength ...Poly(m-phthaloyl-m-phenylenediamine)(PMIA)is promising as the separator in lithium-ion batteries(LIBs)for its excellent thermostability,insulation and self-extinguishing properties.However,its low mechanical strength and poor electrolyte affinity limit its application in LIBs.In this work,a new PMIA@polyacrylonitrile-polyvinylidene fluoride hexafluoropropylene-titanium dioxide(PMIA@PAN/PVDFHFP/TiO_(2))composite fibrous separator with a coaxial core-shell structure was developed by combining coaxial electrospinning,hot pressing,and heat treatment techniques.This separator not only inherits the exceptional thermostability of PMIA,showing no evident thermal shrinkage at 220 ℃,but also reveals improved mechanical strength(29.7 MPa)due to the formation of firm connections between fibers with the melted PVDF-HFP.Meanwhile,the massive polar groups in PVDF-HFP play a vital role in improving the electrolyte affinity,which renders the separator a high ionic conductivity of 1.36×10^(-3)s/cm.Therefore,the LIBs with PMIA@PAN/PVDF-HFP/TiO_(2)separators exhibited excellent cycling and rate performance at 25℃,and a high capacity retention rate(76.2%)at 80℃for 200 cycles at 1 C.Besides,the lithium metal symmetric battery assembled by the separator showed a small overpotential,indicating that the separator had a role in inhibiting lithium dendrites.In short,the PMIA@PAN/PVDF-HFP/TiO_(2) separator possesses a wide application prospect in the domain of LIBs.展开更多
It is hard to get a high-strength La(Fe,Si)_(13)-based hydrides owing to the brittle feature of hydrides.In this work,we fabricated the La_(0.8)Ce_(0.2)Fe_(11.51)Mn_(0.19)Si_(1.3)plates through hot pressing at 1323 K ...It is hard to get a high-strength La(Fe,Si)_(13)-based hydrides owing to the brittle feature of hydrides.In this work,we fabricated the La_(0.8)Ce_(0.2)Fe_(11.51)Mn_(0.19)Si_(1.3)plates through hot pressing at 1323 K for various time.Subsequently,the saturated hydrogenization is achieved at 593 K in H_2 atmosphere of 0.13 MPa for 210 min.The microstructure and magnetocaloric properties were investigated by an X-ray diffractometer,a scanning electron microscope and the Versa-Lab.Under magnetic fields of 0-2 T,the maximal volumetric entropy change is 91.4 mJ/(cm^(3)·K)at 297 K for the hydride plates.The hydride plate simultaneously has excellent mechanical properties with the maximum bending strength of 213 MPa,which suggest that the hot pressing followed by hydrogenation could be an effective route of fabricating La(Fe,Si)_(13)-based hydrides for the potential application in the magnetic refrigerator.展开更多
The high porosity and interconnectivity of scaffolds are critical for nutrient transmission in bone tis-sue engineering but usually lead to poor mechanical properties.Herein,a novel method that combines acid etching(A...The high porosity and interconnectivity of scaffolds are critical for nutrient transmission in bone tis-sue engineering but usually lead to poor mechanical properties.Herein,a novel method that combines acid etching(AE)with selective laser sintering(SLS)and reaction bonding(RB)of Al particles is pro-posed to realize highly improved porosity,interconnectivity,mechanical strength,and in vitro bioactivity in 3D Al_(2)O_(3) scaffolds.By controlling the oxidation and etching behaviors of Al particles,a tunable hol-low spherical feature can be obtained,which brings about the distinction in compressive response and fracture path.The prevention of microcrack propagation on the in situ formed hollow spheres results in unique near elastic buckling rather than traditional brittle fracture,allowing an unparalleled compressive strength of 3.72±0.17 MPa at a high porosity of 87.7%±0.4%and pore interconnectivity of 94.7%±0.4%.Furthermore,scaffolds with an optimized pore structure and superhydrophilic surface show excellent cell proliferation and adhesion properties.Our findings offer a promising strategy for the coexistence of out-standing mechanical and biological properties,with great potential for tissue engineering applications.展开更多
This work aims at designing a set of curing pressure routes to produce laminates with various void contents.The effects of various consolidation pressures resulting in different void contents on mechanical strength of...This work aims at designing a set of curing pressure routes to produce laminates with various void contents.The effects of various consolidation pressures resulting in different void contents on mechanical strength of carbon/epoxy laminates have been examined.Characterization of the voids,in terms of void volume fraction,void distribution,size,and shape,was performed by standard test,ultrasonic inspection and metallographic analysis.The interlaminar shear strength was measured by the short-beam method.An empirical model was used to predict the strength vs porosity.The predicted strengths conform well with the experimental data and voids were found to be uniformly distributed throughout the laminate.展开更多
Thermal insulation is an important indicator to evaluate the construction material in cold region engineering.As we know,adding the industrial waste as lightweight aggregate or creating the pore inside the cement-base...Thermal insulation is an important indicator to evaluate the construction material in cold region engineering.As we know,adding the industrial waste as lightweight aggregate or creating the pore inside the cement-based composite could make the texture loose,and the thermal insulating capacity of the material would be improved with this texture.Using these methods,the industrial by-product and engineering waste could be cycled in an efficient way.Moreover,after service the fragmented cement composites paste could be used as aggregate in the thermal insulating concrete again.While the porous texture is not favorable for the mechanical strength and long-term durability in a cold environment.To balance the above three requirements from two opposite directions,different processing methods were applied to create the thermal insulation concrete/mortar.Firstly,the organic/inorganic lightweight aggregate,including the Expanded Polystyrene(EPS),Expanded Perlite(EP),and Ceramsite(CRMST)particles,were applied to create the Lightweight Aggregate Concrete(LWAC).As the comparative tests,the expanded Superabsorbent Polymer(SAP)hydrogel and Air-Entraining Agent(AEA)were also introduced to create the porous mortar.The above concrete/mortar was tested in the normal state and under the Freeze-Thaw cycle to explore the engineering performance in cold regions.During the experimenting process,the thermal insulation,mechanical strength,and frost resistance of these cement-based composites were investigated,and an optimal thermal insulation concrete/mortar was determined.展开更多
The desert aeolian sand is one of the most abundant resources worldwide,and the utilization of sand with superhydrophobic function has become a heated research field.However,same as other superhy-drophobic materials,t...The desert aeolian sand is one of the most abundant resources worldwide,and the utilization of sand with superhydrophobic function has become a heated research field.However,same as other superhy-drophobic materials,the abrasion of the surface will lead to the loss of hydrophobic performance.There-fore,we prepared high-performance and mechanically stable superhydrophobic colored sand with a max-imum water contact angle of 155°by low-temperature layered chaining technique(80℃).The technical property of the co-existence of superhydrophobicity and mechanical stability was achieved on the sur-face of our high mechanical strength superhydrophobic colored sand.The interaction between the grafted particles and water molecules was revealed by molecular adsorption dynamics simulation to investigate the factors that affect hydrophobicity performance.The prepared superhydrophobic colored sand pre-sented stable superhydrophobic performance after 40 min continuous abrasion tests.Moreover,the su-perhydrophobic sand had excellent chemical stability and liquid impact resistance with the composition stability under 240℃.This work presents an environment-friendly,and resource-utilization surface mod-ification method on inert materials like sand under a low-temperature condition.It provides framework surfaces like road ground and architectures with high mechanical strength and functional“layer”through a long-term performance and stable method.展开更多
Despite advancements in silicon-based anodes for high-capacity lithium-ion batteries,their widespread commercial adoption is still hindered by significant volume expansion during cycling,especially at high active mass...Despite advancements in silicon-based anodes for high-capacity lithium-ion batteries,their widespread commercial adoption is still hindered by significant volume expansion during cycling,especially at high active mass loadings crucial for practical use.The root of these challenges lies in the mechanical instability of the material,which subsequently leads to the structural failure of the electrode.Here,we present a novel synthesis of a composite combining expanded graphite and silicon nanoparticles.This composite features a unique interlayer-bonded graphite structure,achieved through the application of a modified spark plasma sintering method.Notably,this innovative structure not only facilitates efficient ion and electron transport but also provides exceptional mechanical strength(Vickers hardness:up to658 MPa,Young's modulus:11.6 GPa).This strength effectively accommodates silicon expansion,resulting in an impressive areal capacity of 2.9 mA h cm^(-2)(736 mA h g^(-1)) and a steady cycle life(93% after 100cycles).Such outsta nding performance is paired with features appropriate for large-scale industrial production of silicon batteries,such as active mass loading of at least 3.9 mg cm^(-2),a high-tap density electrode material of 1.68 g cm^(-3)(secondary clusters:1.12 g cm^(-3)),and a production yield of up to 1 kg per day.展开更多
The severe volumetric expansion and poor conductivity of silicon when used as anode in lithium-ion batteries present challenges in maintaining the stability of electrochemical performance.Herein,the binding between si...The severe volumetric expansion and poor conductivity of silicon when used as anode in lithium-ion batteries present challenges in maintaining the stability of electrochemical performance.Herein,the binding between silicon nanoparticles and carbon nanotubes(CNTs)is achieved by the utilization of sodium alginate(S A),which is then strengthened by the coordination between Ca^(2+)and the carboxyl group(-COO^(-))of SA,resulting in a stable conductive network with ionic transport pathway.The consolidated binding relationship enables silicon-based anode material to possess high mechanical strength and strong deformation resistance,preventing the separation of silicon from CNTs network.Consequently,this silicon-based anode material demonstrates a discharge specific capacity of811 mAh·g^(-1)after 100 cycles at a current density of 1 A·g^(-1),and exhibits high rate performance,with a discharge specific capacity of 1612 mAh·g^(-1)at 2 A·g^(-1).展开更多
The interpenetrating polymer network(IPN) silicone hydrogels with improved oxygen permeability and mechanical strength were prepared by UV-initiated polymerization of monomers including methacryloxypropyl tris(trimeth...The interpenetrating polymer network(IPN) silicone hydrogels with improved oxygen permeability and mechanical strength were prepared by UV-initiated polymerization of monomers including methacryloxypropyl tris(trimethylsiloxy)silane(TRIS),2-hydroxyethylmethacrylate(HEMA) and N-vinyl pyrrolidone(NVP) in the presence of free radical photoinitiator and cationic photoinitiator.The polymerization mechanism was investigated by the formation of gel network.The structure of IPN hydrogels was characterized by Fourier transform infrared spectroscopy(FTIR), differential scanning calorimetry(DSC) and transmission electron microscopy(TEM).The results showed that the IPN hydrogels exhibited a heterogeneous morphology.The mechanical properties,surface wettability and oxygen permeability were examined by using a tensile tester,a contact angle goniometer and an oxygen transmission tester,respectively.The equilibrium water content of the hydrogels was measured by the gravimetric method.The results revealed that the IPN hydrogels possessed hydrophilic surface and high water content.They exhibited improved oxygen permeability and mechanical strength because of the incorporation of TRIS.展开更多
An experimental investigation was conducted to study the efficiency of thermal insulation of composite PCMs(phase change materials)produced by vacuum impregnation process between paraffin(PCMs)and fly ash particles.DS...An experimental investigation was conducted to study the efficiency of thermal insulation of composite PCMs(phase change materials)produced by vacuum impregnation process between paraffin(PCMs)and fly ash particles.DSC(differential scanning calorimeter)has been used to determine the thermal properties of latent heat of melting and heat capacity for composite PCMs.Vacuum impregnation pressure of 40 in.Hg,paraffin melting temperature of 90℃,vacuum time and impregnation time of paraffin of 30 min are the optimum condition of composite PCMs productions.The values of latent heat of melting and heat capacity are 74.00 J/g and 15.726 J/g.℃for composite PCMs that produces by the optimum condition in vacuum impregnation process.Increasing the amount of composite PCMs replacing for cement in mortars causes the compressive strength,flexural strength and tensile strength reduction.Compressive strength,flexural strength and tensile strength of mortar with and without composite PCMs can be increased by the longer time of water curing for mortar specimens.Thermal conductivity(k)of mortar cement is reduced by increasing the amount of composite PCMs which replaced for cement in mortar plate compositions.Composite PCMs have the efficiency for thermal energy insulation when incorporated into the buildings.Therefore,this property of paraffin/fly ash composites PCMs can reduce the energy consumption for temperature control in the buildings.展开更多
This study presents a framework involving statistical modeling and machine learning to accurately predict and optimize the mechanical and damping properties of hybrid granite-epoxy(G-E)composites reinforced with cast ...This study presents a framework involving statistical modeling and machine learning to accurately predict and optimize the mechanical and damping properties of hybrid granite-epoxy(G-E)composites reinforced with cast iron(CI)filler particles.Hybrid G-E composite with added cast iron(CI)filler particles enhances stiffness,strength,and vibration damping,offering enhanced performance for vibration-sensitive engineering applications.Unlike conventional approaches,this work simultaneously employs Artificial Neural Networks(ANN)for highaccuracy property prediction and Response Surface Methodology(RSM)for in-depth analysis of factor interactions and optimization.A total of 24 experimental test data sets of varying input factors(granite weight%,epoxy weight%,and CI filler weight%)were utilized to train and test the prediction models using an ANN approach and further analyze the interaction effects using RSM.Mechanical properties,including tensile,compressive,and flexural strength,elastic modulus,density and damping properties measured under various testing conditions,were set as output parameters for prediction.This study analyzed and optimized the performance of the ANN model using Bayesian Regularization and Levenberg-Marquardt algorithms to identify the best performing number of neurons in the hidden layer for achieving the highest prediction accuracy.The proposed ANN framework achieved an exceptional average determination coefficient(R2)exceeding 99%,with Bayesian Regularization demonstrating remarkable stability in the 22-neuron range and minimal variation across all properties.RSM and ANN form a powerful framework for predicting and optimizing hybrid G-E composite properties,enabling efficient design for vibration-critical applications with reduced experimental effort and performance optimization.展开更多
With high water content(～90 wt%) and significantly improved mechanical strength(～MPa),double network(DN) hydrogels have emerged as promising biomaterials with widespread applications in biomedicine.In recent years,D...With high water content(～90 wt%) and significantly improved mechanical strength(～MPa),double network(DN) hydrogels have emerged as promising biomaterials with widespread applications in biomedicine.In recent years,DN hydrogels with extremely high mechanical strength have achieved great advance,and scientists have designed a series of natural and biomimetic DN hydrogels with novel functions including low friction,low wear,mechanical anisotropy and cell compatibility.These advances have also led to new design of biocompatible DN hydrogels for regeneration of tissues such as cartilage.In this paper,we reviewed the strategies of designing high-strength DN hydrogel and analyzed the factors that affect DN hydrogel properties.We also discussed the challenges and future development of the DN hydrogel in view of its potential as biomaterials for their biomedical applications.展开更多
The mechanical strength of solid catalysts is one of the key parameters for reliable and efficient perform-ance of a fixed bed reactor. Some recent developments and their basic mechanics within this context are review...The mechanical strength of solid catalysts is one of the key parameters for reliable and efficient perform-ance of a fixed bed reactor. Some recent developments and their basic mechanics within this context are reviewed. The main concepts discussed are brittle fracture which leads to the mechanical failure of the catalyst pellets, measurement and statistical properties of the catalyst strength data, and mechanical reliability of the catalyst pellets and their packed bed. The scientific basis for the issues on the catalyst mechanical properties calls yet for further elucidation and ad-vancement.展开更多
基金supported by the National Natural Science Foundation of China(52273059,52203066,52403046 and 52473219)the Science and Technology Plans of Tianjin(22JCYBJC01030)+3 种基金the Tianjin Natural Science Foundation(23JCYBJC00660)the Tianjin Enterprise Science and Technology Commissioner Project(23YDTPJC00490)the China Postdoctoral Science Foundation Grant(2023M742135,2024T170525)the State Key Laboratory of Membrane and Membrane Separation,Tiangong University.
文摘The low ionic conductivity and poor mechanical strength of polyethylene oxide(PEO)-based electrolytes severely restrict their practical application.To address this problem,this work designs a scalable,high-strength(24.3 MPa)bicontinuous porous poly(m-phthaloyl-m-phenylenediamine)(PMIA)membrane integrated into PEO/LiTFSI(PL),thus forming a PMIA/PEO/LiTFSI(PPL)composite electrolyte.Compared to the PL electrolyte,the PPL electrolyte reinforced by a bicontinuous porous PMIA membrane exhibits significantly enhanced mechanical strength,reaching 13.4 MPa.In addition,the amide groups on PMIA strongly coordinate with LiTFSI and form hydrogen bonds with PEO,promoting Li salt dissociation and reducing the Li^(+)migration barrier.This creates efficient,fast Li^(+)transport channels at the PMIA/PL interfaces,effectively promoting the uniform Li^(+)deposition and minimizing lithium dendrite formation.The PPL electrolyte achieves high ionic conductivity(1×10^(−4)S cm^(−1)at 30°C)and Li^(+)transference number(tLi^(+)=0.43).The assembled LiFePO_(4)/Li battery demonstrates excellent cycling stability,retaining 80%capacity after 2000 cycles at 2 C,while the Li/Li symmetric cell operates stably for over 900 h at 0.3 mA cm^(−2).Therefore,the scalable porous PMIA membrane effectively enhances both the mechanical strength and Li^(+)transport in PEO-based electrolytes,offering a viable strategy for their commercial-scale implementation.
基金financially supported by the Key research and development project of Shandong province in China(Grant No.2022CXGC020308).
文摘Four types of resins,P1–P4,are used as binders for FeSiBC amorphous powder,which are then press-molded and heat-treated to fabricate magnetic powder cores(MPCs).By testing the permeability,loss,density,and radial crush strength of MPCs,the effect of the binder on the magnetic properties of the cores is investigated and the best resin is found.The results show that the silicone resin P3 exhibits the best thermal stability,retaining 82.1%of its mass after heat treatment at 430°C.This contributes to improving the insulation of MPCs and reducing the eddy current loss,which is 46.06 mW cm^(−3)(150 kHz,20 mT)with the mechanical strength of 11.13 MPa.The bonding of epoxy resin P4 is superior to that of other resins,which significantly improves the powder compactness and makes MPCs density reach 5.67 g cm^(−3),and its permeability is as high as 28.7.The two types of resins have different advantages,and both lead to MPCs with excellent properties.
基金financially supported by the National Natural Science Foundation of China(42377487,42307582)the Guangdong Basic and Applied Basic Research Foundation(2022A1515110477,2022B1515120019)Support Project of Guangzhou Association for Science and Technology(QT2024-07)。
文摘The effective optimization of Zn anode/protective layer interface stability,underpinned by an in-depth exploration of durable protection mechanisms,is crucial for developing artificial protective layers in high-performance aqueous Zn-ion batteries(AZIBs).In this work,we present a self-regulating,continuous and dense amorphous Al_(2)O_(3-x)-2 layer(referred to as A-Al_(2)O_(3-x)-2 layer)with exceptional mechanical strength,achieved through core process control.Spectroscopic and theoretical studies reveal that the amorphous structure of Al_(2)O_(3-x)-2,featuring stable oxygen vacancies,significantly enhances Zn^(2+)transfer kinetics and promotes uniform distribution.This unique structure guides controlled Zn deposition along the(002)plane,facilitating stable cycling.Furthermore,the excellent mechanical strength of A-Al_(2)O_(3-x)-2@Zn is well maintained under extended cycling conditions,ensuring lasting interface integrity and durable protection.Under a challenging current density of 60 mA cm^(-2),the A-Al_(2)O_(3-x)-2@Zn symmetric cell demonstrates an impressive cycling lifespan of 9620 cycles.Furthermore,a full cell assembled with an A-Al_(2)O_(3-x)-2@Zn anode and an Al^(3+)-doped MnO_(2)cathode exhibits substantially improved cycling performance with 100% capacity retention after 900 cycles at 1 A g^(-1),underscoring the importance of the synergistic effects between anode and cathode materials in achieving long-life AZIBs,This work provides valuable insights into designing durable protective layers for Zn anodes in aqueous Zn-ion batteries.
基金supported by the Major Program of Aerospace Advanced Manufacturing Technology Research Foundation of NSFC and CASC, China Grant No. U1537204National Natural Science Foundation of China Grant No. 51802313 and 51902315+2 种基金National Science and Technology Major Project (2017-VI-0020-0093)Research Fund of Youth Innovation Promotion Association of CAS, China Grant No. 2014171National Key R&D Program of China Grant No. 2018YFF01013600。
文摘A simple,fast and cost-effective method for monolithic carbon aerogels(CAs) preparation was proposed through sol-gel polycondensation of resorcinol with fo rmaldehyde in a basic aqueous solution followed by ambient pressure drying without solvent exchange,and carbonization.The microstructure and network strength of CAs were tailored by adju sting the catalyst concentration([resorcinol]/[sodium carbonate] in the range of 300-2000),water content([deionized water]/[resorcinol] equals to 17 and 24,respectively),and gelation temperature(Tgel in the range of 30-90℃).Resultantly,the CAs with a wide range of density(0.30-1.13 g/cm3),high specific surface area(465-616 m2/g),high compressive strength(6.5-147.4 MPa)and low thermal conductivity(0.065-0.120 W·m-1 K-1) were obtained in this work.Moreover,the largesized CAs(100×100×20 mm3) can also be prepared by this method since the formed robust skeleton network can resist shrinkage/collapse of pore structure and prevent cracking during drying.The improved mechanical strength and monolithic forming abilities could be mainly attributed to the uniform arrangement of carbon particles and pores,fine particle size,abundant network structure and enhanced particle neck.
基金The authors gratefully acknowledge financial support from the National Natural Science Foundation of China(52103090)the Natural Science Foundation of Guangdong Province(2022A1515011780)Autonomous deployment project of China National Key Laboratory of Materials for Integrated Circuits(NKLJC-Z2023-B03).
文摘The remarkable properties of carbon nanotubes(CNTs)have led to promising applications in the field of electromagnetic inter-ference(EMI)shielding.However,for macroscopic CNT assemblies,such as CNT film,achieving high electrical and mechanical properties remains challenging,which heavily depends on the tube-tube interac-tions of CNTs.Herein,we develop a novel strategy based on metal-organic decomposition(MOD)to fabricate a flexible silver-carbon nanotube(Ag-CNT)film.The Ag particles are introduced in situ into the CNT film through annealing of MOD,leading to enhanced tube-tube interactions.As a result,the electrical conductivity of Ag-CNT film is up to 6.82×10^(5) S m^(-1),and the EMI shielding effectiveness of Ag-CNT film with a thickness of~7.8μm exceeds 66 dB in the ultra-broad frequency range(3-40 GHz).The tensile strength and Young’s modulus of Ag-CNT film increase from 30.09±3.14 to 76.06±6.20 MPa(~253%)and from 1.12±0.33 to 8.90±0.97 GPa(~795%),respectively.Moreover,the Ag-CNT film exhibits excellent near-field shield-ing performance,which can effectively block wireless transmission.This innovative approach provides an effective route to further apply macroscopic CNT assemblies to future portable and wearable electronic devices.
基金financially supported by the Natural Science Foundation of Zhejiang Province(Nos.LY21E020005,2022C01173 and LD22E020006)China Postdoctoral Science Foundation(Nos.2020M671785 and 2020T130597)+1 种基金the National Natural Science Foundation of China(Nos.U20A20253,51777194,21972127 and 21905249)Zhejiang Provincial Special Support Program for High-level Talents(No.2020R51004)。
文摘Polyethylene oxide(PEO)-based solid polymer electrolytes(SPEs)with flexibility,easy processability,low cost and especially strong ability to dissolve lithium salts have been regarded as promising alternatives to traditional flammable liquid electrolytes in next-generation highsafety and high-energy-density lithium metal batteries.However,the inferior mechanical strength and thermostability of PEO-based SPEs will raise the lithium dendritic penetration issue,further leading to the short circuit in batteries.In this work,aiming at enhancing the interfacial stability against Li dendrites of PEO-based SPEs,poly(mphenylene isophthalamide)(PMIA)is introduced as a reinforcing phase for the rational design of PEO/PMIA composite electrolyte.Impressively,PMIA chain with meta-type benzene-amide linkages significantly improves the mechanical strength(1.60 MPa),thermal stability(260℃)and ability to inhibit the growth of lithium dendrites(>300 h at 0.1 mA·cm^(-2))of SPEs.Meanwhile,allsolid-state LiFePO_(4)‖PEO/PMlA‖Li cell demonstrates superior electrochemical performance in terms of high specific capacity(159.1 mAh·g^(-1)),remarkable capacity retention(82.2%after 200 cycles at 0.5 C)and excellent safety characteristics.No burning or explosion occurs under pressing,bending and cutting conditions.This work opens a new door in developing high-performance PEObased electrolytes for advanced all-solid-state lithium metal batteries.
基金financial support from the National Natural Science Foundation of China(General Program.Grant No.51673213)the National Natural Science Foundation of China(Youth Science Foundation.Grant No.51803235)。
文摘To study the thermal decomposition of Al/Zr H_(2)/PTFE with different Al particle size as well as mechanical strength and impact sensitivity under medium and low strain rates,molding-vacuum sintering was adopted to prepare four groups of power materials and cylindrical specimens with different Al particle size.The active decomposition temperature of Zr H_(2) was obtained by TG-DSC,and the quasi-static mechanics/reaction characteristics as well as the impact sensitivity of the specimen were studied respectively by quasi-static compression and drop-hammer test.The results show that the yield strength of the material decreased with the increase of the Al particle size,while the compressive strength,failure strain and toughness increased first and then decreased,which reached the maximum values of 116.61 MPa,191%,and 119.9 MJ/m respectively when the Al particle size is 12-14 mm because of particle size grading.The specimens with the highest strength and toughness formed circumferential open cracks and reacted partly when pressed.Those with developmental cracks formed inside did not react.It is considered that fracture of specimens first triggered initial reaction between Al and PTFE to release an amount of heat.Then ZrH_(2) was activated and decomposed,and participated in subsequent reaction to generate Zr C.The impact sensitivity of the specimens decreased with the increase of Al particle size.
基金supported by the Natural Science Foundation of Sichuan Province(Nos.2023YFG0096,2022NSFSC2008 and 2023NSFSC0442).
文摘Poly(m-phthaloyl-m-phenylenediamine)(PMIA)is promising as the separator in lithium-ion batteries(LIBs)for its excellent thermostability,insulation and self-extinguishing properties.However,its low mechanical strength and poor electrolyte affinity limit its application in LIBs.In this work,a new PMIA@polyacrylonitrile-polyvinylidene fluoride hexafluoropropylene-titanium dioxide(PMIA@PAN/PVDFHFP/TiO_(2))composite fibrous separator with a coaxial core-shell structure was developed by combining coaxial electrospinning,hot pressing,and heat treatment techniques.This separator not only inherits the exceptional thermostability of PMIA,showing no evident thermal shrinkage at 220 ℃,but also reveals improved mechanical strength(29.7 MPa)due to the formation of firm connections between fibers with the melted PVDF-HFP.Meanwhile,the massive polar groups in PVDF-HFP play a vital role in improving the electrolyte affinity,which renders the separator a high ionic conductivity of 1.36×10^(-3)s/cm.Therefore,the LIBs with PMIA@PAN/PVDF-HFP/TiO_(2)separators exhibited excellent cycling and rate performance at 25℃,and a high capacity retention rate(76.2%)at 80℃for 200 cycles at 1 C.Besides,the lithium metal symmetric battery assembled by the separator showed a small overpotential,indicating that the separator had a role in inhibiting lithium dendrites.In short,the PMIA@PAN/PVDF-HFP/TiO_(2) separator possesses a wide application prospect in the domain of LIBs.
基金the ISF-SFC Joint Research Program(51961145305(NSFC))the National Natural Science Foundation of China(5217119)+2 种基金the Key Research and Development Program of Shanxi Province(2021KWZ-12)the IMAR(Inner Mongolia Autonomous Region)Natural Science Foundation(2021MS05016)the Northern Rare Earth Project(BFXT-2021-D-0013)。
文摘It is hard to get a high-strength La(Fe,Si)_(13)-based hydrides owing to the brittle feature of hydrides.In this work,we fabricated the La_(0.8)Ce_(0.2)Fe_(11.51)Mn_(0.19)Si_(1.3)plates through hot pressing at 1323 K for various time.Subsequently,the saturated hydrogenization is achieved at 593 K in H_2 atmosphere of 0.13 MPa for 210 min.The microstructure and magnetocaloric properties were investigated by an X-ray diffractometer,a scanning electron microscope and the Versa-Lab.Under magnetic fields of 0-2 T,the maximal volumetric entropy change is 91.4 mJ/(cm^(3)·K)at 297 K for the hydride plates.The hydride plate simultaneously has excellent mechanical properties with the maximum bending strength of 213 MPa,which suggest that the hot pressing followed by hydrogenation could be an effective route of fabricating La(Fe,Si)_(13)-based hydrides for the potential application in the magnetic refrigerator.
文摘The high porosity and interconnectivity of scaffolds are critical for nutrient transmission in bone tis-sue engineering but usually lead to poor mechanical properties.Herein,a novel method that combines acid etching(AE)with selective laser sintering(SLS)and reaction bonding(RB)of Al particles is pro-posed to realize highly improved porosity,interconnectivity,mechanical strength,and in vitro bioactivity in 3D Al_(2)O_(3) scaffolds.By controlling the oxidation and etching behaviors of Al particles,a tunable hol-low spherical feature can be obtained,which brings about the distinction in compressive response and fracture path.The prevention of microcrack propagation on the in situ formed hollow spheres results in unique near elastic buckling rather than traditional brittle fracture,allowing an unparalleled compressive strength of 3.72±0.17 MPa at a high porosity of 87.7%±0.4%and pore interconnectivity of 94.7%±0.4%.Furthermore,scaffolds with an optimized pore structure and superhydrophilic surface show excellent cell proliferation and adhesion properties.Our findings offer a promising strategy for the coexistence of out-standing mechanical and biological properties,with great potential for tissue engineering applications.
文摘This work aims at designing a set of curing pressure routes to produce laminates with various void contents.The effects of various consolidation pressures resulting in different void contents on mechanical strength of carbon/epoxy laminates have been examined.Characterization of the voids,in terms of void volume fraction,void distribution,size,and shape,was performed by standard test,ultrasonic inspection and metallographic analysis.The interlaminar shear strength was measured by the short-beam method.An empirical model was used to predict the strength vs porosity.The predicted strengths conform well with the experimental data and voids were found to be uniformly distributed throughout the laminate.
基金The research project was supported by the Natural Science Foundation of China(Grant Nos.51972209,41801033,41801043)Young doctor Foundation of Education Department of Gansu Province(2021QB-039)+1 种基金Basic Research Innovation Group of Gansu Province(20JR5RA478)Industrial Support Program of Higher Education of Gansu Province(2020C−40).
文摘Thermal insulation is an important indicator to evaluate the construction material in cold region engineering.As we know,adding the industrial waste as lightweight aggregate or creating the pore inside the cement-based composite could make the texture loose,and the thermal insulating capacity of the material would be improved with this texture.Using these methods,the industrial by-product and engineering waste could be cycled in an efficient way.Moreover,after service the fragmented cement composites paste could be used as aggregate in the thermal insulating concrete again.While the porous texture is not favorable for the mechanical strength and long-term durability in a cold environment.To balance the above three requirements from two opposite directions,different processing methods were applied to create the thermal insulation concrete/mortar.Firstly,the organic/inorganic lightweight aggregate,including the Expanded Polystyrene(EPS),Expanded Perlite(EP),and Ceramsite(CRMST)particles,were applied to create the Lightweight Aggregate Concrete(LWAC).As the comparative tests,the expanded Superabsorbent Polymer(SAP)hydrogel and Air-Entraining Agent(AEA)were also introduced to create the porous mortar.The above concrete/mortar was tested in the normal state and under the Freeze-Thaw cycle to explore the engineering performance in cold regions.During the experimenting process,the thermal insulation,mechanical strength,and frost resistance of these cement-based composites were investigated,and an optimal thermal insulation concrete/mortar was determined.
基金supported by the Fundamental Re-search Program for Applications from Liaoning Provincial Depart-ment of Science and Technology-Environmental Friendly Bio-based Polyurethane Coatings(No.2023JH2/101300229)the“Jie Bang Gua Shuai”of Science and Technology Projects of Liaoning Province(No.2021JH1/10400091)+2 种基金the Sino-Spain Joint Laboratory on Ma-terial Science(No.2022JH2/10700005)the Provincial Doctoral Re-search Start-up Fund Project from Liaoning Provincial Department of Science and Technology-The study of fabrication technology on protonic ceramic-based fuel cell by laser-3Dprinting(No.2023-BS-144)The Liaoning Provincial Department of Education youth project-Study on creation and functionalization of low tempera-ture colored aeolian sand(No.JYTQN2023375).
文摘The desert aeolian sand is one of the most abundant resources worldwide,and the utilization of sand with superhydrophobic function has become a heated research field.However,same as other superhy-drophobic materials,the abrasion of the surface will lead to the loss of hydrophobic performance.There-fore,we prepared high-performance and mechanically stable superhydrophobic colored sand with a max-imum water contact angle of 155°by low-temperature layered chaining technique(80℃).The technical property of the co-existence of superhydrophobicity and mechanical stability was achieved on the sur-face of our high mechanical strength superhydrophobic colored sand.The interaction between the grafted particles and water molecules was revealed by molecular adsorption dynamics simulation to investigate the factors that affect hydrophobicity performance.The prepared superhydrophobic colored sand pre-sented stable superhydrophobic performance after 40 min continuous abrasion tests.Moreover,the su-perhydrophobic sand had excellent chemical stability and liquid impact resistance with the composition stability under 240℃.This work presents an environment-friendly,and resource-utilization surface mod-ification method on inert materials like sand under a low-temperature condition.It provides framework surfaces like road ground and architectures with high mechanical strength and functional“layer”through a long-term performance and stable method.
基金supported by the National Research Foundation, Prime Minister’s Office, Singapore, under its Competitive Research Programme (CRP award number NRF-CRP22-2019-008)Medium-Sized Centre Programme (CA2DM)+1 种基金the Ministry of Education of Singapore, under its Research Centre of Excellence award to the Institute for Functional Intelligent Materials (I-FIM, Project No. EDUNC-33-18-279-V12)by the EDB Singapore, under its Space Technology Development Programme (S2219013-STDP)。
文摘Despite advancements in silicon-based anodes for high-capacity lithium-ion batteries,their widespread commercial adoption is still hindered by significant volume expansion during cycling,especially at high active mass loadings crucial for practical use.The root of these challenges lies in the mechanical instability of the material,which subsequently leads to the structural failure of the electrode.Here,we present a novel synthesis of a composite combining expanded graphite and silicon nanoparticles.This composite features a unique interlayer-bonded graphite structure,achieved through the application of a modified spark plasma sintering method.Notably,this innovative structure not only facilitates efficient ion and electron transport but also provides exceptional mechanical strength(Vickers hardness:up to658 MPa,Young's modulus:11.6 GPa).This strength effectively accommodates silicon expansion,resulting in an impressive areal capacity of 2.9 mA h cm^(-2)(736 mA h g^(-1)) and a steady cycle life(93% after 100cycles).Such outsta nding performance is paired with features appropriate for large-scale industrial production of silicon batteries,such as active mass loading of at least 3.9 mg cm^(-2),a high-tap density electrode material of 1.68 g cm^(-3)(secondary clusters:1.12 g cm^(-3)),and a production yield of up to 1 kg per day.
基金financially supported by Ningbo S&T Innovation 2025 Major Special Program(No.2022Z022)the National Natural Science Foundation of China(No.22309195)Ningbo Natural Science Foundation(No.2023J348)。
文摘The severe volumetric expansion and poor conductivity of silicon when used as anode in lithium-ion batteries present challenges in maintaining the stability of electrochemical performance.Herein,the binding between silicon nanoparticles and carbon nanotubes(CNTs)is achieved by the utilization of sodium alginate(S A),which is then strengthened by the coordination between Ca^(2+)and the carboxyl group(-COO^(-))of SA,resulting in a stable conductive network with ionic transport pathway.The consolidated binding relationship enables silicon-based anode material to possess high mechanical strength and strong deformation resistance,preventing the separation of silicon from CNTs network.Consequently,this silicon-based anode material demonstrates a discharge specific capacity of811 mAh·g^(-1)after 100 cycles at a current density of 1 A·g^(-1),and exhibits high rate performance,with a discharge specific capacity of 1612 mAh·g^(-1)at 2 A·g^(-1).
基金supported by the National Natural Science Foundation of China(Nos.50573011 and 50673019)
文摘The interpenetrating polymer network(IPN) silicone hydrogels with improved oxygen permeability and mechanical strength were prepared by UV-initiated polymerization of monomers including methacryloxypropyl tris(trimethylsiloxy)silane(TRIS),2-hydroxyethylmethacrylate(HEMA) and N-vinyl pyrrolidone(NVP) in the presence of free radical photoinitiator and cationic photoinitiator.The polymerization mechanism was investigated by the formation of gel network.The structure of IPN hydrogels was characterized by Fourier transform infrared spectroscopy(FTIR), differential scanning calorimetry(DSC) and transmission electron microscopy(TEM).The results showed that the IPN hydrogels exhibited a heterogeneous morphology.The mechanical properties,surface wettability and oxygen permeability were examined by using a tensile tester,a contact angle goniometer and an oxygen transmission tester,respectively.The equilibrium water content of the hydrogels was measured by the gravimetric method.The results revealed that the IPN hydrogels possessed hydrophilic surface and high water content.They exhibited improved oxygen permeability and mechanical strength because of the incorporation of TRIS.
文摘An experimental investigation was conducted to study the efficiency of thermal insulation of composite PCMs(phase change materials)produced by vacuum impregnation process between paraffin(PCMs)and fly ash particles.DSC(differential scanning calorimeter)has been used to determine the thermal properties of latent heat of melting and heat capacity for composite PCMs.Vacuum impregnation pressure of 40 in.Hg,paraffin melting temperature of 90℃,vacuum time and impregnation time of paraffin of 30 min are the optimum condition of composite PCMs productions.The values of latent heat of melting and heat capacity are 74.00 J/g and 15.726 J/g.℃for composite PCMs that produces by the optimum condition in vacuum impregnation process.Increasing the amount of composite PCMs replacing for cement in mortars causes the compressive strength,flexural strength and tensile strength reduction.Compressive strength,flexural strength and tensile strength of mortar with and without composite PCMs can be increased by the longer time of water curing for mortar specimens.Thermal conductivity(k)of mortar cement is reduced by increasing the amount of composite PCMs which replaced for cement in mortar plate compositions.Composite PCMs have the efficiency for thermal energy insulation when incorporated into the buildings.Therefore,this property of paraffin/fly ash composites PCMs can reduce the energy consumption for temperature control in the buildings.
文摘This study presents a framework involving statistical modeling and machine learning to accurately predict and optimize the mechanical and damping properties of hybrid granite-epoxy(G-E)composites reinforced with cast iron(CI)filler particles.Hybrid G-E composite with added cast iron(CI)filler particles enhances stiffness,strength,and vibration damping,offering enhanced performance for vibration-sensitive engineering applications.Unlike conventional approaches,this work simultaneously employs Artificial Neural Networks(ANN)for highaccuracy property prediction and Response Surface Methodology(RSM)for in-depth analysis of factor interactions and optimization.A total of 24 experimental test data sets of varying input factors(granite weight%,epoxy weight%,and CI filler weight%)were utilized to train and test the prediction models using an ANN approach and further analyze the interaction effects using RSM.Mechanical properties,including tensile,compressive,and flexural strength,elastic modulus,density and damping properties measured under various testing conditions,were set as output parameters for prediction.This study analyzed and optimized the performance of the ANN model using Bayesian Regularization and Levenberg-Marquardt algorithms to identify the best performing number of neurons in the hidden layer for achieving the highest prediction accuracy.The proposed ANN framework achieved an exceptional average determination coefficient(R2)exceeding 99%,with Bayesian Regularization demonstrating remarkable stability in the 22-neuron range and minimal variation across all properties.RSM and ANN form a powerful framework for predicting and optimizing hybrid G-E composite properties,enabling efficient design for vibration-critical applications with reduced experimental effort and performance optimization.
基金supported by the National Natural Science Foundation of China (Grant Nos. 51073127,51173144 )the Higher School Specialized Research Fund for the Doctoral Program FundingIssue (Grant No. 20100201110040 )+1 种基金the Operation Expenses for Universities’ Basic Scientific Research of Central Authorities (Grant No. 0109-08140018 )the New Research Support Project (Grant No. 08141001) from Xi’an Jiaotong University,P. R. China
文摘With high water content(～90 wt%) and significantly improved mechanical strength(～MPa),double network(DN) hydrogels have emerged as promising biomaterials with widespread applications in biomedicine.In recent years,DN hydrogels with extremely high mechanical strength have achieved great advance,and scientists have designed a series of natural and biomimetic DN hydrogels with novel functions including low friction,low wear,mechanical anisotropy and cell compatibility.These advances have also led to new design of biocompatible DN hydrogels for regeneration of tissues such as cartilage.In this paper,we reviewed the strategies of designing high-strength DN hydrogel and analyzed the factors that affect DN hydrogel properties.We also discussed the challenges and future development of the DN hydrogel in view of its potential as biomaterials for their biomedical applications.
文摘The mechanical strength of solid catalysts is one of the key parameters for reliable and efficient perform-ance of a fixed bed reactor. Some recent developments and their basic mechanics within this context are reviewed. The main concepts discussed are brittle fracture which leads to the mechanical failure of the catalyst pellets, measurement and statistical properties of the catalyst strength data, and mechanical reliability of the catalyst pellets and their packed bed. The scientific basis for the issues on the catalyst mechanical properties calls yet for further elucidation and ad-vancement.
