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3D printed hybrid rocket fuels with μAl core-shell particles coated with polyvinylidene fluoride and polydopamine: Enhanced combustion characteristics 被引量:1
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作者 Qihang Chen Xiaolong Fu +6 位作者 Weitao Yang Suhang Chen Zhiming Guo Rui Hu Huijie Zhang Lianpeng Cui Xu Xia 《Defence Technology(防务技术)》 2025年第4期59-70,共12页
3D printing technology enhances the combustion characteristics of hybrid rocket fuels by enabling complex geometries. However, improvements in regression rates and energy properties of monotonous 3D printed fuels have... 3D printing technology enhances the combustion characteristics of hybrid rocket fuels by enabling complex geometries. However, improvements in regression rates and energy properties of monotonous 3D printed fuels have been limited. This study explores the impact of poly(vinylidene fluoride) and polydopamine-coated aluminum particles on the thermal and combustion properties of 3D printed hybrid rocket fuels. Physical self-assembly and anti-solvent methods were employed for constructing composite μAl particles. Characterization using SEM, XRD, XPS, FTIR, and μCT revealed a core-shell structure and homogeneous elemental distribution. Thermal analysis showed that PVDF coatings significantly increased the heat of combustion for aluminum particles, with maximum enhancement observed in μAl@PDA@PVDF(denoted as μAl@PF) at 6.20 k J/g. Subsequently, 3D printed fuels with varying pure and composite μAl particle contents were prepared using 3D printing. Combustion tests indicated higher regression rates for Al@PF/Resin composites compared to pure resin, positively correlating with particle content. The fluorocarbon-alumina reaction during the combustion stage intensified Al particle combustion, reducing residue size. A comprehensive model based on experiments provides insights into the combustion process of PDA and PVDF-coated droplets. This study advances the design of 3D-printed hybrid rocket fuels, offering strategies to improve regression rates and energy release, crucial for enhancing solid fuel performance for hybrid propulsion. 展开更多
关键词 Hybrid propulsion Regression rate 3D print fuels Micro aluminum core-shell mAl@PDA@PVDF
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Microstructure evolution and tribological behavior of TiC/Ti_(2)AlC core-shell particle-reinforced composite coatings
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作者 LIU Si-yuan MO Tai-qian +3 位作者 LIN Bo WANG Xue-jian XIAO Hua-qiang MA Kai 《Journal of Central South University》 2025年第9期3255-3271,共17页
TiC/Ti_(2)AlC core-shell structure reinforced Ti-based composite coating was prepared by laser cladding technology.The effect of Ti_(2)AlC content on the microstructure and mechanical behavior of the coating was studi... TiC/Ti_(2)AlC core-shell structure reinforced Ti-based composite coating was prepared by laser cladding technology.The effect of Ti_(2)AlC content on the microstructure and mechanical behavior of the coating was studied.The results showed that the reinforced phase was mainly TiC/Ti_(2)AlC MAX phase core-shell structure at 20%Ti_(2)AlC content.According to the synthesis mechanism,Ti_(2)AlC nucleated on TiC through the diffusion of Al atoms to further generate the core-shell structure.The friction and wear test results showed that the wear resistance of the coating was significantly improved under the load distribution effect of the core-shell structure.The friction coefficient decreased to 0.342,and the wear rate reached 8.19×10^(−5)mm^(3)/(N·m),which was only 47.07%of TC4 substrate. 展开更多
关键词 laser cladding MAX phase decomposition core-shell structure frictional wear
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The combustion reactivity of core-shell Al/Fluoropolymers and application in RDX-based explosives
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作者 Ting Liu Jian Wang +6 位作者 Jie Chen Cui Nie Yaofeng Mao Fude Nie Ruolei Zhong Wei Cao Jun Wang 《Defence Technology(防务技术)》 2025年第9期30-39,共10页
Aluminum(Al)powder is widely applied in thermobaric explosives due to its high energy density and favorable reaction kinetics.However,the inert oxide layer(Al_(2)O_(3))on Al particles limits combustion reactivity and ... Aluminum(Al)powder is widely applied in thermobaric explosives due to its high energy density and favorable reaction kinetics.However,the inert oxide layer(Al_(2)O_(3))on Al particles limits combustion reactivity and energy efficiency.Fluoride-based surface modification has been developed as an effective approach to address this issue.Here,four classical fluoropolymers(F11,F14,PVDF,PTFE)are employed as coatings to prepare core-shell Al/Fluoropolymer.The combustion experimental results demonstrate that the core-shell Al/PTFE exhibits the highest flame propagation rate(52.88 mm·ms^(-1))and pressure output(109.02 k Pa)performance.Consequently,core-shell Al/PTFE is selected as a high-energy fuel to prepare RDX/Al/PTFE microspheres via the emulsion and solvent evaporation method,which can enhance the energy performance of RDX.The effects of the core-shell Al/PTFE ratio and RDX content on the combustion heat and pressure output are systematically investigated.The peak pressure reaches a maximum of 187.8 k Pa when the mass ratio of RDX,Al,and PTFE is 60:25:10.Additionally,RDX/Al/PTFE microspheres exhibit significantly higher laser-induced air shock velocities,detonation heat,and detonation pressure than those of pure RDX and RDX/Al.The mechanism underlying the enhanced reactivity and energetic performance is attributed to the ability of PTFE to etch the inert Al_(2)O_(3)shell on the surface of Al particles,thereby improving post-combustion reactions and significantly increasing the overall energy output of RDX explosives.This work offers a novel design strategy for high-energy structural thermobaric explosives for the practical applications. 展开更多
关键词 core-shell Al/Fluoropolymers RDX/Al/PTFE Microspheres Combustion reactivity Energetic performance
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Interfacial reinforcement of core-shell HMX@energetic polymer composites featuring enhanced thermal and safety performance 被引量:2
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作者 Binghui Duan Hongchang Mo +3 位作者 Bojun Tan Xianming Lu Bozhou Wang Ning Liu 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第1期387-399,共13页
The weak interface interaction and solid-solid phase transition have long been a conundrum for 1,3,5,7-tetranitro-1,3,5,7-tetraazacyclooctane(HMX)-based polymer-bonded explosives(PBX).A two-step strategy that involves... The weak interface interaction and solid-solid phase transition have long been a conundrum for 1,3,5,7-tetranitro-1,3,5,7-tetraazacyclooctane(HMX)-based polymer-bonded explosives(PBX).A two-step strategy that involves the pretreatment of HMX to endow—OH groups on the surface via polyalcohol bonding agent modification and in situ coating with nitrate ester-containing polymer,was proposed to address the problem.Two types of energetic polyether—glycidyl azide polymer(GAP)and nitrate modified GAP(GNP)were grafted onto HMX crystal based on isocyanate addition reaction bridged through neutral polymeric bonding agent(NPBA)layer.The morphology and structure of the HMX-based composites were characterized in detail and the core-shell structure was validated.The grafted polymers obviously enhanced the adhesion force between HMX crystals and fluoropolymer(F2314)binder.Due to the interfacial reinforcement among the components,the two HMX-based composites exhibited a remarkable increment of phase transition peak temperature by 10.2°C and 19.6°C with no more than 1.5%shell content,respectively.Furthermore,the impact and friction sensitivity of the composites decreased significantly as a result of the barrier produced by the grafted polymers.These findings will enhance the future prospects for the interface design of energetic composites aiming to solve the weak interface and safety concerns. 展开更多
关键词 HMX crystals Polyalcohol bonding agent Energetic polymer core-shell structure Interfacial reinforcement
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PREPARATION OF ACRYLIC SUPERABSORBENTS WITH CORE-SHELL STRUCTURE BY MODIFIED INVERSE SUSPENSION POLYMERIZATION 被引量:10
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作者 崔英德 郭建维 +1 位作者 廖列文 尹国强 《化工学报》 EI CAS CSCD 北大核心 2000年第6期723-724,共2页
关键词 SUPERABSORBENTS core-shell structure inverse suspension
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Formation and characterization of core-shell CL-20/TNT composite prepared by spray-drying technique 被引量:14
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作者 Chang-gui Song Xiao-dong Li +3 位作者 Yue Yang Hui-min Liu Ying-xin Tan Jing-yu Wang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第6期1936-1943,共8页
The core-shell 2,4,6,8,10,12-Hexanitro-2,4,6,8,10,12-hexaazaisowurtzitane/2,4,6-Trinitrotoluene(CL-20/TNT)composite was prepared by spray-drying method in which sensitive high energy explosive(CL-20)was coated with in... The core-shell 2,4,6,8,10,12-Hexanitro-2,4,6,8,10,12-hexaazaisowurtzitane/2,4,6-Trinitrotoluene(CL-20/TNT)composite was prepared by spray-drying method in which sensitive high energy explosive(CL-20)was coated with insensitive explosive(TNT).The structure and properties of different formulations of CL-20/TNT composite and CL-20/TNT mixture were characterized by scanning electron microscopy(SEM),Transmission electron microscopy(TEM),Laser particle size analyzer,X-ray photoelectron spectroscopy(XPS),X-ray diffraction(XRD),differential scanning calorimetry(DSC),impact sensitivity test and detonation performance.The results of SEM,TEM,XPS and XRD show that e-CL-20 particles are coated by TNT.When the ratio of CL-20/TNT is 75/25,core-shell structure is well formed,and thickness of the shell is about 20e30 nm.And the analysis of heat and impact show that with the increase of TNT content,the TNT coating on the core-shell composite material can not only catalyze the thermal decomposition of core material(CL-20),but also greatly reduce the impact sensitivity.Compared with the CL-20/TNT mixture(75/25)at the same ratio,the characteristic drop height of core-shell CL-20/TNT composite(75/25)increased by 47.6%and the TNT coating can accelerate the nuclear decomposition in the CL-20/TNT composites.Therefore,the preparation of the core-shell composites can be regarded as a unique means,by which the composites are characterized by controllable decomposition rate,high energy and excellent mechanical sensitivity and could be applied to propellants and other fields. 展开更多
关键词 Energetic materials CL-20(2 4 6 8 10 12-hexanitro-2 4 6 8 10 12-hexaazaisowurtzitane) TNT(2 4 6-Trinitrotoluene) Spray-drying method core-shell structure
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Preparation of the core-shell HMX@CS microparticles by biological excitation:Excellent hydrophobic-oleophilic properties and decreased impact sensitivity effectively 被引量:2
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作者 Yue-qi Li Heng Zhai +2 位作者 Ping Ye Xing-quan Zhang Chang-ping Guo 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第5期855-861,共7页
Inspired by the phenomenon of superhydrophobic plants and animals in nature,1,3,5,7-tetranitro-1,3,5,7-tetrazocane(HMX)@copper stearate(CS)core-shell composites with similar properties was prepared.A rough shell layer... Inspired by the phenomenon of superhydrophobic plants and animals in nature,1,3,5,7-tetranitro-1,3,5,7-tetrazocane(HMX)@copper stearate(CS)core-shell composites with similar properties was prepared.A rough shell layer on the surface of the HMX was observed by scanning electron microscopy(SEM),and a series of in-depth characterization confirmed the successful generation of CS and the coreshell structure of the samples.Differential scanning calorimeter(DSC)proves that the crystal transition temperature(204℃)and high temperature decomposition exothermal temperature(284℃)of HMX@CS is almost unchanged compared with pure HMX,which means HMX and CS have good compatibility.Then,the H50 of the samples also increased continuously(16.6 cm→33.7 cm)when the CS shell content increased from 1%to 5%,indicating that the CS shell has a certain buffering performance,and CS will absorb some heat and melt under the stimulation of impact due to its low melting point,which improved impact sensitivity of HMX effectively further.Moreover,HMX@CS has excellent hydrophobic and oleophilic performance,shows excellent wettability with lipid binder,and samples with appropriate CS shell content can continue to combustion stably after covering water.This waterproof and low sensitivity coating provides a new way for the development of multifunctional energetic materials. 展开更多
关键词 HMX core-shell Sensitivity Hydrophobic-oleophilic Mechanical properties
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Enhanced thermal- and impact-initiated reactions of PTFE/Al energetic materials through ultrasonic-assisted core-shell construction 被引量:3
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作者 Zhou-yang Wu Jin-xu Liu +5 位作者 Song Zhang Xian-qing Liu Xiao Xu Wei-zhe Ma Shu-kui Li Chuan He 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第8期1362-1368,共7页
A facile and economical approach was developed for the large-scale production of powdered core-shell structured PTFE/Al (CS-PA) energetic materials through ultrasonic-assisted mixing. The low-cost micrometer-sized PTF... A facile and economical approach was developed for the large-scale production of powdered core-shell structured PTFE/Al (CS-PA) energetic materials through ultrasonic-assisted mixing. The low-cost micrometer-sized PTFE and Al particles were used as starting materials. Under high-power ultrasonic waves, the PTFE powder was dispersed into nano-to sub-micrometer-sized particles and then encapsulated the Al microparticles to form the core-shell structure. The heat of combustion, burning rate, and pressurization rate of the powdered CS-PA were measured. The thermal-initiated reaction behavior was further evaluated using thermogravimetry-differential scanning calorimetry. Subsequently, the bulk CS-PA with a uniform microstructure was obtained via cold isostatic pressing of the powdered CS-PA followed by vacuum sintering. For the bulk CS-PA, the quasi-static compression behavior was characterized, and the impact-initiated reaction processes were conducted using the Split Hopkinson Pressure Bar (SHPB) and evaluated by a high-speed camera. Compared to physically mixed PTFE/Al materials, the powdered and bulk CS-PA demonstrated enhanced thermal- and impact-initiated reaction characteristics respectively, proving the effectiveness of our approach for constructing core-shell structures. 展开更多
关键词 PTFE/Al core-shell structure Energetic materials Ultrasonic-assisted mixing
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Template synthesis of copper azide primary explosive through Cu2O@HKUST-1 core-shell composite prepared by “bottle around ship” method 被引量:2
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作者 Xu-wen Liu Yan Hu +4 位作者 Jia-heng Hu Jia-xin Su Cai-min Yang Ying-hua Ye Rui-qi Shen 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第7期99-111,共13页
Copper azide(CA), as a primary explosive with high energy density, has not been practically used so far because of its high electrostatic sensitivity. The Cu2O@HKUST-1 core-shell structure hybrid material was synthesi... Copper azide(CA), as a primary explosive with high energy density, has not been practically used so far because of its high electrostatic sensitivity. The Cu2O@HKUST-1 core-shell structure hybrid material was synthesized by the “bottle around ship” methodology in this research by regulating the dissolution rate of Cu2O and the generation rate of metal-organic framework(MOF) materials. Cu2O@HKUST-1 was carbonized to form a Cu O@porous carbon(CuO@PC) composite material. CuO@PC was synthesized into a copper azide(CA) @PC composite energetic material through a gas-solid phase in-situ azidation reaction.CA is encapsulated in PC framework, which acts as a nanoscale Faraday cage, and its excellent electrical conductivity prevents electrostatic charges from accumulating on the energetic material’s surface. The CA@PC composite energetic material has a CA content of 89.6%, and its electrostatic safety is nearly 30times that of pure CA(1.47 mJ compared to 0.05 mJ). CA@PC delivers an outstanding balance of safety and energy density compared to similar materials. 展开更多
关键词 Composite energetic materials Copper azide CARBONIZATION Template method core-shell composite Electrostatic safety
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Immobilization of metalloporphyrins on CeO_2@SiO_2 with a core-shell structure prepared via microemulsion method for catalytic oxidation of ethylbenzene 被引量:1
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作者 沈丹华 吉琳韬 +4 位作者 付玲玲 董旭龙 刘志刚 刘强 刘世明 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第3期862-867,共6页
Ce O2@Si O2 core-shell nanoparticles were prepared by microemulsion method, and metalloporphyrins were immobilized on the Ce O2@Si O2 core-shell nanoparticles surface via amide bond. The supported metalloporphyrin cat... Ce O2@Si O2 core-shell nanoparticles were prepared by microemulsion method, and metalloporphyrins were immobilized on the Ce O2@Si O2 core-shell nanoparticles surface via amide bond. The supported metalloporphyrin catalysts were characterized by N2 adsorption-desorption isotherm(BET), scanning electron microscopy(SEM), transmission electron microscopy(TEM), X-ray diffraction(XRD), ultraviolet and visible spectroscopy(UV-Vis), and Fourier transform infrared spectroscopy(FT-IR). The results show that the morphology of Ce O2@Si O2 nanoparticles is core-shell microspheres with about 30 nm in diameter, and metalloporphyrins are immobilized on the Ce O2@Si O2 core-shell nanoparticles via amide bond. Especially, the core-shell structure contains multi Ce O2 core and thin Si O2 shell, which may benefit the synergistic effect between the Ce O2 core and the porphyrin anchored on the very thin Si O2 shell. As a result, this supported metalloporphyrin catalysts present comparably high catalytic activity and stability for oxidation of ethylbenzene with molecular oxygen, namely, ethylbenzene conversion remains around 12% with identical selectivity of about 80% for acetophenone even after six-times reuse of the catalyst. 展开更多
关键词 Ce O2@Si O2 core-shell structure metalloporphyrin ethylbenzene oxidation
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MnHCF/MnO_2 Core-shell Nanostructures as Cathode Material for Supercapacitors with High Energy Density
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作者 WANG Yu ZHONG Hao +2 位作者 YAN Nan HU Haibo CHEN Qianwang 《矿物学报》 CAS CSCD 北大核心 2013年第S1期104-104,共1页
A nanocomposite of manganese dioxide coated manganese hexacyanoferrate was synthesized by a facile co-precipitation method and tested as active electrode material for an electrochemical supercapacitor. A way called &q... A nanocomposite of manganese dioxide coated manganese hexacyanoferrate was synthesized by a facile co-precipitation method and tested as active electrode material for an electrochemical supercapacitor. A way called "Deep electro-oxidation" was used to generate manganese dioxide coated layer for stabilizing the electrode material. The structure and ingredient of the resulting MnHCF/MnO2 composites were characterized by scanning electron microscopy, transmission electron microscopy, X-ray diffraction, and X-ray Photoelectron Spectroscopy. Electrochemical testing showed a capacitance of 225.6 F/g at a sweep rate of 5 mV/s within a voltage range of 1.3 V, and high energy density of 37.2 Wh/kg at a current density of 0.5 A/g in galvanostatic charge/discharge cycling. It is suggested that the two different components, manganese hexacyanoferrate core and manganese dioxide shell, lead to an integrated electrochemical behavior, and an enhanced capacitor. The electrochemical testing and corresponding XPS analysis also demonstrated that the manganese coordinated by cyanide groups via nitrogen atoms in MnHCF did not get involved in the charge storage process during potential cycles. 展开更多
关键词 SUPERCAPACITORS deep electro-oxidation manganese HEXACYANOFERRATE core-shell NANOSTRUCTURES
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Comparative impact behaviours of ultra high performance concrete columns reinforced with polypropylene vs steel fibres
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作者 Thong M.Pham Harrison Hyde +4 位作者 Maw K.Kaung Yan Zhuge Duong T.Tran Des Vlietstra Tung M.Tran 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第10期138-153,共16页
Polypropylene(PP) fibres have primarily used to control shrinkage cracks or mitigate explosive spalling in concrete structures exposed to fire or subjected to impact/blast loads, with limited investigations on capacit... Polypropylene(PP) fibres have primarily used to control shrinkage cracks or mitigate explosive spalling in concrete structures exposed to fire or subjected to impact/blast loads, with limited investigations on capacity improvement. This study unveils the possibility of using PP micro-fibres to improve the impact behaviour of fibre-reinforced ultra-high-performance concrete(FRUHPC) columns. Results show that the addition of fibres significantly improves the impact behaviour of FRUHPC columns by shifting the failure mechanism from brittle shear to favourable flexural failure. The addition of steel or PP fibres affected the impact responses differently. Steel fibres considerably increased the peak impact force(up to 18%) while PP micro-fibres slightly increased the peak(3%-4%). FRUHPC significantly reduced the maximum midheight displacement by up to 30%(under 20°impact) and substantially improved the displacement recovery by up to 100%(under 20° impact). FRUHPC with steel fibres significantly improved the energy absorption while those with PP micro-fibres reduced the energy absorption, which is different from the effect of PP-macro fibre reported in the literature. The optimal fibre content for micro-PP fibres is 1% due to its minimal fibre usage and low peak and residual displacement. This study highlights the potential of FRUHPC as a promising material for impact-resistant structures by creating a more favourable flexural failure mechanism, enhancing ductility and toughness under impact loading, and advancing the understanding of the role of fibres in structural performance. 展开更多
关键词 Ultra high-performance concrete Steel fibre Polypropylene micro-fibre Fibre volume fraction Impact loading Pendulum tests columnS
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Marine Predator Algorithm-based Sliding Mode Control of a Novel Motion Simulator for High Column Sloshing Experiments
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作者 DU Zun-feng CHEN Xiang-yu +2 位作者 BAI Hao ZHU Hai-ming HAN Mu-xuan 《船舶力学》 EI CSCD 北大核心 2024年第12期1835-1848,共14页
Sloshing experiment is crucial to determine the reaction performance of regeneration columns on an offshore floating platform.A novel type of column motion simulating device and a Marine Predator Algorithm-based Slidi... Sloshing experiment is crucial to determine the reaction performance of regeneration columns on an offshore floating platform.A novel type of column motion simulating device and a Marine Predator Algorithm-based Sliding Mode Controller(MPA-SMC)are proposed for such sloshing experiments.The simulator consists of a Stewart platform and a steel framework.The Stewart platform is located at the column's center of gravity(CoG)and supported by the steel framework.The platform's hydraulic servo system is controlled by a sliding mode controller with parameters optimized by MPA to improve robustness and precision.A numerical sloshing experiment is conducted using the proposed device and controller.The results show that the novel motion simulator has lower torque during the column sloshes,and the proposed controller performs better than a well-tuned PID controller in terms of target tracking precision and anti-interference capability. 展开更多
关键词 regeneration column sloshing experiment motion simulator Stewart platform sliding mode control marine predator algorithm
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钢模块单元承插式柱-柱节点弯剪承载力研究 被引量:2
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作者 周凌宇 魏宏远 +5 位作者 陈浩 王其良 张明亮 彭琳娜 王关朝 贺学军 《湖南大学学报(自然科学版)》 北大核心 2025年第1期93-107,共15页
提出一种新型承插式柱-柱节点,采用内外套筒作为上下钢管柱的拼接构件,仅通过高强对穿螺栓拼装,可以满足建筑结构装配化的需求.针对其在弯剪作用下的承载性能,设计并制作了三个足尺试件进行静力加载试验,获得了节点的受力特征、破坏模... 提出一种新型承插式柱-柱节点,采用内外套筒作为上下钢管柱的拼接构件,仅通过高强对穿螺栓拼装,可以满足建筑结构装配化的需求.针对其在弯剪作用下的承载性能,设计并制作了三个足尺试件进行静力加载试验,获得了节点的受力特征、破坏模式、极限承载力和应变分布等.建立数值模型,在验证数值模型正确性的基础上,对节点进行参数化分析,探讨了套筒灌浆、内套筒厚度、节点长度对节点极限承载力的影响.试验和数值模拟研究结果表明:内套筒近端板处至第一根竖向螺栓前是节点域传力的关键部位;套筒灌浆和减小节点长度能够延缓节点核心区应变发展,但影响程度有限;当保证节点长度和内外套筒相对抗弯刚度比一定时,套筒灌浆可使连接受力性能更优,极限承载力提高19.3%;控制其他参数相同,节点长度越大,“杠杆效应”越强,抗弯承载力也随之提高,节点长度由300 mm增加至600 mm,极限承载力提高15.1%;内套筒厚度越大,截面承载力的安全储备越高,内套筒厚度由8 mm增加至12 mm,极限承载力提高31.4%.基于“有限塑性发展强度准则”和“杠杆效应”理论提出了节点的抗弯承载力计算公式,通过和数值计算结果的对比,验证了计算式的准确性. 展开更多
关键词 柱-柱节点 静力试验 参数化分析 有限塑性发展强度准则 杠杆效应 极限承载力
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基于机器学习的钢筋混凝土矩形柱破坏模式预测研究 被引量:1
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作者 张海 马小平 +2 位作者 苏三庆 王威 蔡玉军 《建筑科学与工程学报》 北大核心 2025年第2期48-57,共10页
针对传统分析方法识别效果差、数据依赖性强等问题,以既有试验数据为基础,建立矩形截面钢筋混凝土柱的数据库,应用K邻近、随机森林、支持向量机、梯度提升决策树、深度神经网络等机器学习算法,实现矩形柱破坏模式的有效识别与预测。借... 针对传统分析方法识别效果差、数据依赖性强等问题,以既有试验数据为基础,建立矩形截面钢筋混凝土柱的数据库,应用K邻近、随机森林、支持向量机、梯度提升决策树、深度神经网络等机器学习算法,实现矩形柱破坏模式的有效识别与预测。借助机器学习强大的自学习、自适应能力,精准预测钢筋混凝土矩形柱的破坏模式,并为震后结构的维修加固与损伤评估提供依据。结果表明:机器学习技术对弯曲破坏均有良好的识别效果,随机森林和梯度提升决策树算法的准确率和回归率均达到100%,可用于矩形柱弯曲破坏模式的精准预测;机器学习技术对于剪切破坏的识别效果差别不大,准确率均达66.67%,K邻近、支持向量机、梯度提升决策树的回归率最高,达到100%;对于弯剪破坏模式,随机森林和梯度提升决策树的准确率最高,达到83.33%,支持向量机的预测效果较差。 展开更多
关键词 钢筋混凝土 矩形截面柱 机器学习 破坏模式预测 试验数据
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方钢管柱装配式槽形外包柱脚抗震性能试验研究 被引量:1
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作者 常鸿飞 朱锶杰 +3 位作者 张政 严晓宇 李照伟 夏军武 《东南大学学报(自然科学版)》 北大核心 2025年第5期1416-1425,共10页
为研究装配式外包柱脚的抗震性能,提出了一种新型装配式槽形咬合外包柱脚,完成了3个装配式和1个现浇外包柱脚的低周往复加载试验。结果表明:与相同构造的现浇柱脚相比,装配式柱脚可减少60%的现场浇筑量,承载力及初始刚度分别降低8.3%和1... 为研究装配式外包柱脚的抗震性能,提出了一种新型装配式槽形咬合外包柱脚,完成了3个装配式和1个现浇外包柱脚的低周往复加载试验。结果表明:与相同构造的现浇柱脚相比,装配式柱脚可减少60%的现场浇筑量,承载力及初始刚度分别降低8.3%和13.1%,耗能能力和延性分别提高7.1%和8.1%;破坏模式上,柱脚呈现外包段底截面破坏,中部出现斜拉裂缝和弯曲裂缝,顶部混凝土承压破坏,装配柱脚的装配面裂缝能阻碍斜拉裂缝的发展,延缓装配柱脚的破坏;槽形外包段顶部加劲肋板可部分替代外包混凝土,提高了装配柱脚的延性和耗能能力,较现浇柱脚分别提升24.7%和58.4%;槽形外包段顶部箍板能提升装配柱脚强度,较现浇柱脚仅下降0.6%,同时能减少外包段顶部承压裂缝的产生。新型装配式柱脚基本能够达到规范规定的承载力要求,同时提升了柱脚的延性和耗能能力。 展开更多
关键词 装配式 外包柱脚 抗震性能 低周往复加载
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CFRP不同约束方式下拉挤型GFRP管混凝土组合柱的承载性能 被引量:1
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作者 杨文伟 周海洋 +1 位作者 王痛快 陈志伟 《土木与环境工程学报(中英文)》 北大核心 2025年第2期141-150,共10页
为提升拉挤型玻璃纤维复合材料(GFRP)管混凝土组合柱的承载能力,采用碳纤维增强复合材料(CFRP)布,以不同约束方式制作5根试件,并进行轴压试验,得到约束组合柱的破坏模式;通过对CFRP的约束效应及柱的承载性能分析,建立承载力计算模型。... 为提升拉挤型玻璃纤维复合材料(GFRP)管混凝土组合柱的承载能力,采用碳纤维增强复合材料(CFRP)布,以不同约束方式制作5根试件,并进行轴压试验,得到约束组合柱的破坏模式;通过对CFRP的约束效应及柱的承载性能分析,建立承载力计算模型。研究表明:试件破坏时拉挤型GFRP管及混凝土被压坏,部分试件伴有CFRP条带状撕裂。随着横向约束效应的增加,破坏形态由典型的劈裂破坏向脆性压碎破坏及剪切破坏发展。试件承载力随CFRP间距的减小逐渐增大,CFRP间距<100 mm时试件承载力大幅提高,最大可达1.5倍以上,CFRP间距≥100 mm时,承载力提升并不明显。CFRP间距变化、布置方式对试件变形性能影响显著,可明显改善构件的延性。基于约束混凝土理论,考虑不同CFRP间距及GFRP承载作用效应,建立的试件承载力计算模型计算结果精度较高。 展开更多
关键词 CFRP布 拉挤型GFRP管 混凝土短柱 组合柱 承载力计算模型
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外包钢加固锈蚀箍筋混凝土柱抗剪承载力模型 被引量:1
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作者 李强 曹腾飞 +3 位作者 陈少杰 阎沛霖 汪勇 刘晓岩 《西安科技大学学报》 北大核心 2025年第1期161-169,共9页
为研究锈蚀箍筋混凝土柱外包型钢加固后的抗剪承载能力,设计9根不同箍筋间距的混凝土柱,对其中7根混凝土柱通电加速锈蚀箍筋,采用水泥基灌浆料或环氧树脂胶作为外包型钢加固柱的填充物,加固处理后进行低周往复荷载试验;以箍筋间距、箍... 为研究锈蚀箍筋混凝土柱外包型钢加固后的抗剪承载能力,设计9根不同箍筋间距的混凝土柱,对其中7根混凝土柱通电加速锈蚀箍筋,采用水泥基灌浆料或环氧树脂胶作为外包型钢加固柱的填充物,加固处理后进行低周往复荷载试验;以箍筋间距、箍筋锈蚀率和填充物为变量,综合运用试验研究与理论分析方法对其破坏形态和抗剪承载性能进行分析;基于混凝土柱极限抗剪承载力计算模型,引入外包型钢有效利用系数,建立外包型钢加固锈蚀箍筋混凝土柱斜截面抗剪承载力计算模型。结果表明:在低周往复荷载作用下柱底形成塑性铰、柱底加固型钢连接处失效,箍筋间距和箍筋锈蚀率等因素共同影响其抗剪承载力;相同箍筋间距及锈蚀率下采用水泥基灌浆料与环氧树脂胶对外包型钢与混凝土柱协同工作性能一致;加固后外包型钢对核心区混凝土约束能力的提升,显著提高了混凝土柱的抗剪承载力。研究可为外包型钢加固锈蚀箍筋混凝土柱采用水泥基灌浆料作为填充物提供实践指导,为抗剪承载力计算、耐久性分析提供理论参考。 展开更多
关键词 混凝土柱 箍筋锈蚀 抗剪承载力 外包型钢加固 抗震性能
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UHPC免拆模板钢筋混凝土柱抗震性能参数分析及承载力计算 被引量:1
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作者 王朋 尤学辉 +3 位作者 史庆轩 陶毅 戎翀 黄杰 《建筑科学与工程学报》 北大核心 2025年第1期41-50,共10页
为研究UHPC免拆模板钢筋混凝土柱在不同参数影响下的抗震性能,基于ABAQUS软件中混凝土塑性损伤(CDP)模型,考虑模板与后浇混凝土的界面接触滑移建立了数值分析模型;讨论了轴压比、普通混凝土强度、配筋率和模板厚度等参数对UHPC免拆模板... 为研究UHPC免拆模板钢筋混凝土柱在不同参数影响下的抗震性能,基于ABAQUS软件中混凝土塑性损伤(CDP)模型,考虑模板与后浇混凝土的界面接触滑移建立了数值分析模型;讨论了轴压比、普通混凝土强度、配筋率和模板厚度等参数对UHPC免拆模板-RC柱承载力和延性的影响;基于平截面假定,给出了UHPC免拆模板-RC柱的承载力计算公式。结果表明:建立的有限元模型能较好地模拟试件的承载力、骨架曲线和混凝土损伤情况;随着轴压比的增大,试件的承载力和延性均先增大后减小,轴压比为0.7时承载力和延性均最高;随着混凝土强度的提高,试件的承载力逐渐增大,但增长幅度却逐渐降低;提高配筋率可以提高试件的承载力,但对延性影响不大;模板的厚度对试件的承载力和延性影响显著,当模板厚度从10 mm增加到25 mm时,试件的承载力提高了24.1%,但其延性降低了43.8%,在保证试件拥有足够的承载力和变形能力下,建议UHPC模板厚度选择15~20 mm;基于平截面假定得到的承载力计算方法可以很好地预测试件的承载能力,计算值与模拟值(试验值)的比值均值为0.97,标准差为0.04。 展开更多
关键词 UHPC免拆模板 钢筋混凝土柱 抗震性能 数值模拟 承载力计算
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土柱半径对疏浚淤泥真空固结的影响 被引量:1
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作者 吴建奇 刘祥 +3 位作者 李敏 符洪涛 李校兵 蔡瑛 《土木与环境工程学报(中英文)》 北大核心 2025年第2期57-65,共9页
预制竖向排水板(PVD)-真空预压技术是处理疏浚淤泥地基常用的有效方法之一。然而,在使用真空预压法处理疏浚淤泥过程中,PVD周围会产生自上而下半径逐渐减小的致密土层(土柱),从而延缓土体的固结速率。针对该问题,假设土柱半径随深度呈... 预制竖向排水板(PVD)-真空预压技术是处理疏浚淤泥地基常用的有效方法之一。然而,在使用真空预压法处理疏浚淤泥过程中,PVD周围会产生自上而下半径逐渐减小的致密土层(土柱),从而延缓土体的固结速率。针对该问题,假设土柱半径随深度呈线性衰减,并基于等应变假设,在Hansbo固结理论的基础上推导了考虑土柱半径随深度衰减的固结方程;利用该方程进行计算,探究土柱淤堵区的渗透系数大小、土柱半径的大小以及土柱半径的衰减程度对土体固结速率的影响,并与已有室内试验实测数据进行对比。结果表明:土柱淤堵区渗透系数越小,孔压消散越慢,固结速率越小;随着土柱半径的逐渐增大,土体的固结速率逐渐降低;土柱半径衰减后的残余系数越小,土柱半径衰减程度越大,对软弱区土体固结的影响越小,土体的固结速率越快;在考虑土柱半径衰减的情况下,计算结果与试验实测结果吻合较好。 展开更多
关键词 真空预压法 疏浚淤泥 固结理论 土柱半径 Hansbo解
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