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A Design of Penetration Ammunition Fuse System Based on Embedded Technology
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作者 李强 刘晓明 谢晓梅 《Journal of Electronic Science and Technology of China》 2007年第1期81-86,共6页
The hard target smart fuse of penetration ammunition is developing to be smaller, lighter, smarter and multifunction. After analyzing the characteristics of high-g accelerating signals and the penetration algorithms, ... The hard target smart fuse of penetration ammunition is developing to be smaller, lighter, smarter and multifunction. After analyzing the characteristics of high-g accelerating signals and the penetration algorithms, this paper provides a solution of penetration ammunition fuse system based on embedded technology. This fuse system realizes acquisition of the high-g accelerating signals and uses the appropriate penetration algorithms to process them. The fuse system can not only make the same type of penetration ammunition to attack different kinds of objects accurately, but also meet the other requirements of the function of penetration ammunition fuse system. 展开更多
关键词 high-g accelerometer EMBEDDED fuse penetration ammunition
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Fused and Modified Evolutionary Optimization of Multiple Intelligent Systems Using ANN, SVM Approaches 被引量:5
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作者 Jalal Sadoon Hameed Al-bayati Burak Berk Üstündağ 《Computers, Materials & Continua》 SCIE EI 2021年第2期1479-1496,共18页
The Fused Modified Grasshopper Optimization Algorithm has been proposed,which selects the most specific feature sets from images of the disease of plant leaves.The Proposed algorithm ensures the detection of diseases ... The Fused Modified Grasshopper Optimization Algorithm has been proposed,which selects the most specific feature sets from images of the disease of plant leaves.The Proposed algorithm ensures the detection of diseases during the early stages of the diagnosis of leaf disease by farmers and,finally,the crop needed to be controlled by farmers to ensure the survival and protection of plants.In this study,a novel approach has been suggested based on the standard optimization algorithm for grasshopper and the selection of features.Leaf conditions in plants are a major factor in reducing crop yield and quality.Any delay or errors in the diagnosis of the disease can lead to delays in the management of plant disease spreading and damage and related material losses.Comparative new heuristic optimization of swarm intelligence,Grasshopper Optimization Algorithm was inspired by grasshopper movements for their feeding strategy.It simulates the attitude and social interaction of grasshopper swarm in terms of gravity and wind advection.In the decision on features extracted by an accelerated feature selection algorithm,popular approaches such as ANN and SVM classifiers had been used.For the evaluation of the proposed model,different data sets of plant leaves were used.The proposed model was successful in the diagnosis of the diseases of leaves the plant with an accuracy of 99.41 percent(average).The proposed biologically inspired model was sufficiently satisfied,and the best or most desirable characteristics were established.Finally,the results of the research for these data sets were estimated by the proposed Fused Modified Grasshopper Optimization Algorithm(FMGOA).The results of that experiment were demonstrated to allow classification models to reduce input features and thus to increase the precision with the presented Modified Grasshopper Optimization Algorithm.Measurement and analysis were performed to prove the model validity through model parameters such as precision,recall,f-measure,and precision. 展开更多
关键词 Fusion machine learning plant leaves diseases feature selection fused modified grasshopper algorithm
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Controlled rocking pile foundation system with replaceable bar fuses for seismic resilience 被引量:3
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作者 Cheng Zhao Li Shuai Wang Jingquan 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2022年第3期683-696,共14页
Bridges designed following a conventional approach minimize the risk of collapse,but often require challenging,costly,and time-consuming restoration after an earthquake occurs.The new seismic design philosophy require... Bridges designed following a conventional approach minimize the risk of collapse,but often require challenging,costly,and time-consuming restoration after an earthquake occurs.The new seismic design philosophy requires bridges to maintain functionality even after severe earthquakes.In this context,this paper proposes a controlled rocking pile foundation(CRPF)system and numerically evaluates bridges′degree of seismic resilience.The CRPF system allows a pile cap to rock on a pile foundation and dissipate seismic energy through inelastic deformations of replaceable bar fuses that connect a pile cap and piles.Following the conceptual design of the CRPF system,two analytical models were developed for a bridge pier utilizing the CRPF system and a pier designed to develop a plastic hinge in its column.The analytical results indicate that,after experiencing a severe earthquake,a conventionally designed bridge pier sustained substantial damage in its column and exhibited significant residual displacement.In contrast,a pier using the CRPF system showed negligible residual displacement and maintained elastic behavior except,as expected,for bar fuses.The damaged fuses can be rapidly replaced to recover bridge seismic resistance following an earthquake.Therefore,the CRPF system helps to achieve the desired postearthquake performance objectives. 展开更多
关键词 seismic resilience bridges pier controlled rocking pile foundation repairable bar fuse
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A Fused Machine Learning Approach for Intrusion Detection System 被引量:3
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作者 Muhammad Sajid Farooq Sagheer Abbas +3 位作者 Atta-ur-Rahman Kiran Sultan Muhammad Adnan Khan Amir Mosavi 《Computers, Materials & Continua》 SCIE EI 2023年第2期2607-2623,共17页
The rapid growth in data generation and increased use of computer network devices has amplified the infrastructures of internet.The interconnectivity of networks has brought various complexities in maintaining network... The rapid growth in data generation and increased use of computer network devices has amplified the infrastructures of internet.The interconnectivity of networks has brought various complexities in maintaining network availability,consistency,and discretion.Machine learning based intrusion detection systems have become essential to monitor network traffic for malicious and illicit activities.An intrusion detection system controls the flow of network traffic with the help of computer systems.Various deep learning algorithms in intrusion detection systems have played a prominent role in identifying and analyzing intrusions in network traffic.For this purpose,when the network traffic encounters known or unknown intrusions in the network,a machine-learning framework is needed to identify and/or verify network intrusion.The Intrusion detection scheme empowered with a fused machine learning technique(IDS-FMLT)is proposed to detect intrusion in a heterogeneous network that consists of different source networks and to protect the network from malicious attacks.The proposed IDS-FMLT system model obtained 95.18%validation accuracy and a 4.82%miss rate in intrusion detection. 展开更多
关键词 fused machine learning heterogeneous network intrusion detection
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Seismic performance evaluation of hybrid coupled shear wall system with shear and flexural fuse-type steel coupling beams
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作者 Zahra Ramezandoust Abbas Tajaddini Panam Zarfam 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2024年第3期691-712,共22页
Replaceable flexural and shear fuse-type coupling beams are used in hybrid coupled shear wall(HCSW)systems,enabling concrete buildings to be promptly recovered after severe earthquakes.This study aimed to analytically... Replaceable flexural and shear fuse-type coupling beams are used in hybrid coupled shear wall(HCSW)systems,enabling concrete buildings to be promptly recovered after severe earthquakes.This study aimed to analytically evaluate the seismic behavior of flexural and shear fuse beams situated in short-,medium-and high-rise RC buildings that have HCSWs.Three building groups hypothetically located in a high seismic hazard zone were studied.A series of 2D nonlinear time history analyses was accomplished in OpenSees,using the ground motion records scaled at the design basis earthquake level.It was found that the effectiveness of fuses in HCSWs depends on various factors such as size and scale of the building,allowable rotation value,inter-story drift ratio,residual drift quantity,energy dissipation value of the fuses,etc.The results show that shear fuses better meet the requirements of rotations and drifts.In contrast,flexural fuses dissipate more energy,but their sectional stiffness should increase to meet other requirements.It was concluded that adoption of proper fuses depends on the overall scale of the building and on how associated factors are considered. 展开更多
关键词 hybrid coupled shear wall steel fuse coupling beam shear and flexural fuse nonlinear dynamic analysis seismic performance
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Experimental Study of Material Removal Process of Fused Silica Glass Using MR Jet Polishing System
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作者 LEE Jung-Won CHO Yong-Kyu +2 位作者 CAI Yue CHOI Seung-Bok CHO Myeong-Woo 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2012年第S1期604-607,共4页
Recently,there has been an investigation of polishing processes that has considered new ultra-precision polishing technology for micro parts and optical parts such as those with aspheric and complex shapes.One suitabl... Recently,there has been an investigation of polishing processes that has considered new ultra-precision polishing technology for micro parts and optical parts such as those with aspheric and complex shapes.One suitable means of polishing complex shapes is to use a jet of abrasive fluid.However,aerodynamic disturbances and radial spreading are generated by the unstable polishing process of the jet on the surface of the workpiece when it is being polished.A method of jet stabilization has been proposed in which the original nozzle form of a jet of magnetorheological(MR)fluid contains abrasive particles that are magnetized using a magnetic.This paper details the design of an MR jet polishing system that uses an electromagnet,a nozzle,and a hydraulic unit to stabilize a slurry jet based on MR fluid, Second,for silica glass,the polishing spot and section profile are analyzed and the effect of the MR fluid jet polishing process is evaluated.The results of the experiment show that the removal profile is W-shaped and that,in this case,a stable can be proof of a distance of several tens of millimeters from the nozzle.Such results show the possibility of applying the proposed polishing method using MR fluids in ultra-precision micro and optical parts production processes. MR jet polishing shows great potential for use as a new type of precision surface polishing technology.In particular,this is a highly valuable process for the polishing of complex shapes such as micro parts,concaves parts,and cavities. 展开更多
关键词 magnetorheological(MR)fluids optical part fused silica glass material removal rate MR jet polishing system
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Synthesis of New Fluorinated Fused Heteropolycyclic Nitrogen Systems Containing a Pyrazolotriazine Moiety as Antimicrobial Agents Part I
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作者 Layla A. Taib Sofiyah A. Adibani 《International Journal of Organic Chemistry》 2018年第1期176-189,共14页
A simple route to synthesize novel fluorinated fused hetero-polycyclic nitrogen systems containing a pyrazolotriazine moiety (5,8,11) have been deduced from cyclization of 2-aminothiocarbonyl-5-arylidene-3-phenyl-1,2,... A simple route to synthesize novel fluorinated fused hetero-polycyclic nitrogen systems containing a pyrazolotriazine moiety (5,8,11) have been deduced from cyclization of 2-aminothiocarbonyl-5-arylidene-3-phenyl-1,2,4-triazin-6(1H)one (2) with diethoxy-phosphine, diethyl carbonate and/or diethyl oxalate in boil THF followed by cyclo condensation with aryl sulfonic acid hydrazide in EtOH/piperidine and finally fluorination with trifluoroethyl acetate. Structures of the products have been established from their elemental analysis and spectral measurements. The antimicrobial activity of the targets has also been evaluated. 展开更多
关键词 Synthesis Fluoro-fused HETEROCYCLIC systemS Antimicrobial Agents
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Effect of Design Parameters on the Properties of PLA Biocomposites Fabricated via Fused Filament Deposition
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作者 Martha L.Sánchez Luz Y.Morales Gil Capote 《Journal of Renewable Materials》 2025年第7期1413-1437,共25页
The use of additive manufacturing techniques in the development of unconventional materials can help reduce the environmental impact of traditional construction materials.In this paper,the properties of a 3D-printed b... The use of additive manufacturing techniques in the development of unconventional materials can help reduce the environmental impact of traditional construction materials.In this paper,the properties of a 3D-printed biocomposite were evaluated.Biofilaments obtained by mixing pulverized bamboo fibers with polylactic acid(PLA)resin were extruded during the manufacturing process.To assess the effect of incorporating plant fibers,an analysis was conducted on the morphology,elemental chemical composition,crystallinity index,principal functional groups,thermal stability,surface roughness,microhardness,density,tensile strength,elastic modulus,and strain percentage of reinforced samples.The results were comparedwith those obtained from the characterization of standard PLAfilaments(unreinforced).The fused deposition modeling(FDM)technique was employed to print biocomposite specimens.Additionally,the influence of the printing parameters(infill density,build orientation,and layer thickness)on the physical,tribological,andmechanical properties of the biocomposites was analyzed.These results were compared with those obtained for specimens printed with pure PLA.The findings indicate that incorporating 10%vegetable filler into PLA filaments enhanced the strength and stiffness of the biocomposite under axial loads.Finally,the strength of the biocomposite subjected to axial loads was compared with the standardized values for wood-plastic composites,demonstrating the feasibility of its use for non-structural purposes in civil construction. 展开更多
关键词 BIOCOMPOSITES biofilaments 3D printing fused deposition modeling printing parameters mechanical properties
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Strain rate effects on pressure-induced amorphous-to-amorphous transformation in fused silica
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作者 Wenhao Song Bo Gan +3 位作者 Dongxiao Liu Jie Wu Martin T.Dove Youjun Zhang 《Chinese Physics B》 2025年第4期71-76,共6页
Fused silica(SiO_(2)glass),a key amorphous component of Earth’s silicate minerals,undergoes coordination and phase transformations under high pressure.Although extensive studies have been conducted,discrepancies betw... Fused silica(SiO_(2)glass),a key amorphous component of Earth’s silicate minerals,undergoes coordination and phase transformations under high pressure.Although extensive studies have been conducted,discrepancies between theoretical and experimental studies remain,particularly regarding strain rate effects during compression.Here,we examine strain rate influences on the shock-induced amorphous–amorphous phase transitions in fused silica by measuring its Hugoniot equation of state and longitudinal sound velocity(CL)up to 7 GPa at strain rates of 10^(6)–10^(7)s^(-1)using a one-stage light-gas gun.A discontinuity in the relationship between shock velocity(US)and particle velocity(UP)and a significant softening in C_(L)of fused silica were observed near~5 GPa under shock loading.Our results indicate that high strain rates restrict Si–O–Si rotation in fused silica,modifying their bonds and increasing silicon coordination.The transition pressure by shock compression is significantly higher than that under static high-pressure conditions(2–3 GPa),which agrees with some recent theoretical predictions with high compression rates,reflecting the greater pressure needed to overcome energy barriers with the strain rate increase.These findings offer insights into strain rate-dependent phase transitions in fused silica and other silicate minerals(e.g.,quartz,olivine,and forsterite),bridging gaps between theoretical simulations and experiments. 展开更多
关键词 fused silica shock compression phase transition kinetics strain rate
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Undrained cyclic simple shear characteristics of transparent sand manufactured by fused quartz
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作者 ZHAO Jin-qiao OU Qiang +4 位作者 JIANG Chun-yong DING Xuan-ming ZHOU Hang YANG Chang-wei DENG Wei-ting 《Journal of Central South University》 2025年第9期3427-3446,共20页
Transparent sand is a special material to realize visualization of concealed work in geotechnical engineering. To investigate the dynamic characteristics of transparent sand, a series of undrained cyclic simple shear ... Transparent sand is a special material to realize visualization of concealed work in geotechnical engineering. To investigate the dynamic characteristics of transparent sand, a series of undrained cyclic simple shear tests were conducted on the saturated transparent sand composed of fused quartz and refractive index-matched oil mixture. The results reveal that an increase in the initial shear stress ratio significantly affects the shape of the hysteresis loop, particularly resulting in more pronounced asymmetrical accumulation. Factors such as lower relative density, higher cyclic stress ratios and higher initial shear stress ratio have been shown to accelerate cyclic deformation, cyclic pore water pressure and stiffness degradation. The cyclic liquefaction resistance curves decrease as the initial shear stress ratio increases or as relative density decreases. Booker model and power law function model were applied to predict the pore water pressure for transparent sand. Both models yielded excellent fits for their respective condition, indicating a similar dynamic liquefaction pattern to that of natural sands. Finally, transparent sand displays similar dynamic characteristics in terms of cyclic liquefaction resistance and Kα correction factor. These comparisons indicate that transparent sand can serve as an effective means to mimic many natural sands in dynamic model tests. 展开更多
关键词 transparent sand fused quartz undrained cyclic simple shear tests dynamic characteristics initial shear stress
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广义线性回归模型的Fused LASSO方法的渐近性质
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作者 郝文斌 徐建中 《长春师范大学学报》 2025年第10期5-11,共7页
探讨广义线性回归模型的Fused LASSO方法的渐近性质,运用大样本理论严格证明了在适当正则条件下,Fused LASSO方法估计具有一致性与渐近正态性等优良渐近性质.通过模拟实验,将Fused LASSO方法与自适应LASSO、LASSO、Elastic Net方法对比... 探讨广义线性回归模型的Fused LASSO方法的渐近性质,运用大样本理论严格证明了在适当正则条件下,Fused LASSO方法估计具有一致性与渐近正态性等优良渐近性质.通过模拟实验,将Fused LASSO方法与自适应LASSO、LASSO、Elastic Net方法对比.结果显示Fused LASSO在处理广义线性回归模型时表现较好,能精准地实现变量选择一致性,为复杂数据下广义线性回归模型的准确推断与预测提供理论依据. 展开更多
关键词 广义线性回归模型 fused LASSO Oracle性质
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Preparation and Properties of Acrylonitrile Butadiene Styrene/Polycarbonate Composite Filament for Fused Deposition Modeling
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作者 Shanlong Che Guangliang Qu +3 位作者 Jin Ding Guochen Wang Yunyan Hao Dianchen Li 《Journal of Polymer Materials》 2025年第1期221-236,共16页
Acrylonitrile–butadiene–styrene(ABS)is the main material used in fused deposition modeling(FDM),which has good toughness and strength,but the single ABS material has poor heat resistance,which tends to cause warping... Acrylonitrile–butadiene–styrene(ABS)is the main material used in fused deposition modeling(FDM),which has good toughness and strength,but the single ABS material has poor heat resistance,which tends to cause warping and deformation during the printing process.Polycarbonate(PC)exhibits good performance in heat resistance,allowing it to maintain stable performance at higher temperatures.In this work,PC was used as a blending modifier to prepare five kinds of ABS/PC composite filaments,and the mechanical and thermal properties of the ABS/PC(Acrylonitrile-butadiene-styrene/Polycarbonate)composite filaments were studied and analyzed.Results showed that the glass transition temperature(Tg)of the blend increased continuously as the PC content increased.When the mass fraction of ABS/PC was 50/50,the glass transition temperature of the blend increased by 21.21%,and the tensile strength of the composites reached 40.23 MPa,which was an increase of 36.47% compared with that of pure ABS.However,the impact strength of the composites decreased with the addition of PC.Moreover,with the increase in the mass fraction of PC,the printing accuracy error increased from 0.02 to 0.18 mm.The results of this paper will promote the improvement of ABS printing performance and enrich the available materials for FDM. 展开更多
关键词 fused deposition molding(FDM) acrylonitrile-butadiene-styrene(ABS) polycarbonate(PC) heat resistance mechanical property
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Fluorinated fused azobenzene boron-based polymer acceptors with 1000 nm absorbance edges for all-polymer solar cells
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作者 Jiabin Zhang Xiaoke Zhang +3 位作者 Lilei Wang Lingpeng Yan Xueli Cheng Tao Li 《Chinese Chemical Letters》 2025年第7期533-537,共5页
Fluorinated fused azobenzene boron(FBAz)is a novel electron-deficient building block for polymer electron acceptors in all-polymer solar cells(all-PSC).The B←N bridging units impart a fixed configuration and low-lyin... Fluorinated fused azobenzene boron(FBAz)is a novel electron-deficient building block for polymer electron acceptors in all-polymer solar cells(all-PSC).The B←N bridging units impart a fixed configuration and low-lying LUMO/HOMO energy.Three polymer acceptor materials(P2f,P3f and P5f)with different fluorine substitution positions by copolymerizing FBAz with indacenodithiophene(IDT),are synthesized and investigated to study the influence of fluorinated forms on the all-polymer solar cell performance.The FBAz units are synthesized in just three steps,facilitating the straightforward production of polymer acceptors P2f,P3f,and P5f.These acceptors exhibit strong light absorption in the visible to near-infrared range of 500-1000nm and possess suitable LUMO/HOMO energy levels of-3.99/-5.66 eV which are very complementary to that(E_(LUMO/HOMO)=-3.59/-5.20 eV)of the widely-used polymer donor poly[(ethylhexylthiophenyl)-benzodithiophene-(ethylhexyl)-thienothiophene](PTB7-Th).All-polymer solar cells(all-PSCs)with PTB7-Th as electron donor and P3f as electron acceptor exhibits highest power conversion efficiencies(PCE)2.70%.When PC_(61)BM is added as the third component,the device efficiency can reach 5.36%.These preliminary results indicate that FBAz is a promising strong electron acceptor for the development of n-type polymer semiconductors,especially in organic photovoltaics(OPVs).To the best of our knowledge,this is the first example demonstrating the unique photovoltaic properties of the N=N double bond as an acceptor material. 展开更多
关键词 All-polymer solar cells Fluorinated fused azobenzene boron N=N double bond B←N coordination bond Near-infrared absorption
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Spatially random polarization-smoothing optics by residual stress birefringence of fused silica for laser-driven inertial confinement fusion
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作者 Chuanchao Zhang Wei Liao +6 位作者 Xiaolong Jiang Haijun Wang Fa Zeng Wei Ni Ping Li Xiaodong Jiang Qihua Zhu 《Matter and Radiation at Extremes》 2025年第5期54-63,共10页
We demonstrate a new polarization smoothing(PS)approach utilizing residual stress birefringence in fused silica to create a spatially random polarization control plate(SRPCP),thereby improving target illumination unif... We demonstrate a new polarization smoothing(PS)approach utilizing residual stress birefringence in fused silica to create a spatially random polarization control plate(SRPCP),thereby improving target illumination uniformity in inertial confinement fusion(ICF)laser systems.The fundamental operating mechanism and key fabrication techniques for the SRPCP are systematically developed and experimentally validated.The SRPCP converts a linearly polarized 3ω incident laser beam into an output beam with a spatially randomized polarization distribution.When combined with a continuous phase plate,the SRPCP effectively suppresses high-intensity speckles at all spatial frequencies in the focal spot.The proposed PS technique is specifically designed for high-fluence large-aperture laser systems,enabling novel polarization control regimes in laser-driven ICF. 展开更多
关键词 spatially ra fused silica spatially random polarization control plate srpcp thereby linearly polarized incident laser beam residual stress birefringence fabrication techniques improving target illumination uniformity spatially random polarization smoothing
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通风消声承载多功能超材料设计及其增材制造研究
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作者 罗加杰 张邵基 +5 位作者 张满弓 沈承 宋军 孟祥彦 宋波 史玉升 《航空制造技术》 北大核心 2026年第1期117-126,共10页
声学超材料在中低频噪声控制中的优势受到广泛关注,而实际应用环境对其结构承载性能提出了更高要求。本研究通过将点阵增强结构中的板格结构引入亥姆霍兹共振腔,设计出通风消声承载超材料(Ventilated acoustic attenuation-bearing meta... 声学超材料在中低频噪声控制中的优势受到广泛关注,而实际应用环境对其结构承载性能提出了更高要求。本研究通过将点阵增强结构中的板格结构引入亥姆霍兹共振腔,设计出通风消声承载超材料(Ventilated acoustic attenuation-bearing metamaterial,VAABM)。VAABM样品由熔融沉积成型技术(Fused deposition modeling,FDM)技术制备,其低频消声性能由传递矩阵法进行计算,并通过有限元仿真和声阻抗管测试得到验证。结果表明,其在674 Hz和1078 Hz的传递损失分别达21.3 dB和33.8 dB,在642~1600 Hz频段传递损失大于10 dB。并对超材料关键结构的几何参数对VAABM的消声性能的影响进行了研究,其消声性能主要来自共振效应。此外,还讨论了VAABM的力学性能,并且对比了其和两种经典TPMS结构的力学性能,结果表明,VAABM的承载能力和尺寸稳定性更加优越。VAABM的多功能化使其在管道噪声控制领域具有广阔的应用前景。 展开更多
关键词 超材料 熔融沉积成型(fused deposition modeling FDM) 噪声控制 承载性能 多功能结构
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DECISION-MAKING OF SLICING SCHEME IN FUSED DEPOSITION MODELING PROCESS BASED ON ANALYTICAL HIERARCHICAL PROCESS 被引量:6
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作者 张剑峰 彭安华 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2010年第2期125-130,共6页
Based on analyzing the influences of a slicing scheme on stair-stepping effect, supporting structure, efficiency and deformation, etc. , analytical hierarchical process (AHP) combining with fuzzy synthetic evaluatio... Based on analyzing the influences of a slicing scheme on stair-stepping effect, supporting structure, efficiency and deformation, etc. , analytical hierarchical process (AHP) combining with fuzzy synthetic evaluation is introduced to make decision in slicing schemes for a processing part. The application in determining the slicing scheme for a computer mouse during prototyping shows that the method increases the rationality during decision- making and improves quality and efficiency for the prototyping part. 展开更多
关键词 DECISION-MAKING fused deposition modeling (FDM) analytical hierarchical process (AHP) slicing scheme
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基于fused惩罚的稀疏主成分分析 被引量:3
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作者 张波 刘晓倩 《统计研究》 CSSCI 北大核心 2019年第4期119-128,共10页
本文旨在研究基于fused惩罚的稀疏主成分分析方法,以适用于相邻变量之间高度相关甚至完全相等的数据情形。首先,从回归分析角度出发,提出一种求解稀疏主成分的简便思路,给出一种广义的稀疏主成分模型——GSPCA模型及其求解算法,并证明... 本文旨在研究基于fused惩罚的稀疏主成分分析方法,以适用于相邻变量之间高度相关甚至完全相等的数据情形。首先,从回归分析角度出发,提出一种求解稀疏主成分的简便思路,给出一种广义的稀疏主成分模型——GSPCA模型及其求解算法,并证明在惩罚函数取1-范数时,该模型与现有的稀疏主成分模型——SPC模型的求解结果一致。其次,提出将fused惩罚与主成分分析相结合,得到一种fused稀疏主成分分析方法,并从惩罚性矩阵分解和回归分析两个角度,给出两种模型形式。在理论上证明了两种模型的求解结果是一致的,故将其统称为FSPCA模型。模拟实验显示,FSPCA模型在处理相邻变量之间高度相关甚至完全相等的数据集上表现良好。最后,将FSPCA模型应用于手写数字识别,发现与SPC模型相比,FSPCA模型所提取的主成分具备更好的解释性。 展开更多
关键词 主成分分析 稀疏化方法 fused惩罚 手写数字识别 可解释性
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微穿孔板-三周期极小曲面复合吸声超材料设计与声学特性研究
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作者 张明康 刘文斌 +2 位作者 陈杰 王迪 王关皓 《航空制造技术》 北大核心 2026年第1期56-70,共15页
针对航空航天低频噪音问题,将微穿孔板(Microperforated plate,MPP)和三周期极小曲面(Triply periodic minimal surface,TPMS)进行复合设计获得MPP-TPMS夹芯结构,实现了对中低频噪声的高效吸声,同时保持了轻量化与紧凑性优势。选用TPMS... 针对航空航天低频噪音问题,将微穿孔板(Microperforated plate,MPP)和三周期极小曲面(Triply periodic minimal surface,TPMS)进行复合设计获得MPP-TPMS夹芯结构,实现了对中低频噪声的高效吸声,同时保持了轻量化与紧凑性优势。选用TPMS结构中的Primitive结构作为结构芯材,可通过设计穿孔板-腔体单元,形成亥姆霍兹共振器阵列。基于微穿孔板吸声理论和Johnson-Champoux-Allard等效流体理论,建立MPP-Primitive夹芯结构的吸声理论模型,探究局部共振效应和热粘滞耗散机制在声波衰减中的耦合作用。利用熔融沉积成型(Fused deposition modeling,FDM)技术制备样品,采用声阻抗管测试和有限元仿真,探究了微穿孔板、Primitive单元体尺寸、腔体厚度、MPP孔径对吸声特性的影响。结果表明,MPP结构与TPMS结构的组合设计,激活了结构中亥姆霍兹共振腔吸声机制,大幅提升吸声特性,吸声频带向低频区域移动,吸声峰值接近1;通过增大Primitive单元体尺寸,有效扩张共振腔体积,降低低频声阻抗,增强与低频声波声阻抗匹配,从而提升低频声波吸收效率;通过减小MPP孔径,使吸声峰峰值得到提升并向低频迁移;增加Primitive腔体厚度,延长声波传播路径,通过增强粘滞耗散与热传导效应将亥姆霍兹共振峰向低频迁移。这项工作为亚波长低频吸声MPP-TPMS复合吸声超材料制备提供了设计参考。 展开更多
关键词 三周期极小曲面(Triply periodic minimal surface TPMS) 微穿孔板(Microperforated plate MPP) 夹芯结构 熔融沉积成型(fused deposition modeling FDM) 声学超材料
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基于Fuse的用户态文件系统的设计 被引量:4
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作者 吴一民 刘伟安 《微计算机信息》 2010年第6期159-160,168,共3页
现有的文件系统大都运行在内核态下,与内核紧密结合,导致难以对其进行功能上的扩展。针对内核文件系统的这个问题,本文提出了一个基于Fuse框架实现的用户级文件系统dbfuse。一方面将文件系统从内核态中解放出来;另一方面使用数据库技术... 现有的文件系统大都运行在内核态下,与内核紧密结合,导致难以对其进行功能上的扩展。针对内核文件系统的这个问题,本文提出了一个基于Fuse框架实现的用户级文件系统dbfuse。一方面将文件系统从内核态中解放出来;另一方面使用数据库技术有效地保证文件系统数据的完整性和安全性,给数据共享带来的方便。 展开更多
关键词 文件系统 用户态 数据库 fuse
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针对发动机平面度的二维FusedLASSO多元统计控制图 被引量:1
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作者 陆永婷 李艳婷 《工业工程》 2015年第3期127-133,共7页
针对具有二维平面自然顺序关系的多元数据,提出了一种基于二维Fused LASSO回归模型的多元统计过程控制图。由于二维Fused LASSO多元回归模型对相邻系数的差异进行惩罚,因此它对检测出变量间的自然顺序关系非常有效。通过数值仿真实验可... 针对具有二维平面自然顺序关系的多元数据,提出了一种基于二维Fused LASSO回归模型的多元统计过程控制图。由于二维Fused LASSO多元回归模型对相邻系数的差异进行惩罚,因此它对检测出变量间的自然顺序关系非常有效。通过数值仿真实验可以看到,二维Fused LASSO控制图能更加快速有效地检测出具有二维平面自然顺序的多元过程中均值发生的变化,且在偏移量越大的情况下优势更加明显。最后通过对发动机平面度数据的实例验证,给出了二维Fused LASSO控制图的步骤和适用性。 展开更多
关键词 二维平面 多元统计过程控制图(MSPC) 模糊型最小绝对值压缩与选择法(fused LASSO) 平面度
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