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Study of the Ballistic Impact Behavior of Protective Multi-Layer Composite Armor
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作者 Dongsheng Jia Yingjie Xu +2 位作者 Liangdi Wang Jihong Zhu Weihong Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第7期171-199,共29页
The abalone shell,a composite material whose cross-section is composed of inorganic and organic layers,has high strength and toughness.Inspired by the abalone shell,several multi-layer composite plates with different ... The abalone shell,a composite material whose cross-section is composed of inorganic and organic layers,has high strength and toughness.Inspired by the abalone shell,several multi-layer composite plates with different layer sequences and thicknesses are studied as bullet-proof material in this paper.To investigate the ballistic performance of this multi-layer structure,the complete characterization model and related material parameters of large deformation,failure and fracture ofAl_(2)O_(3)ceramics andCarbon Fiber Reinforced Polymer(CFRP)are studied.Then,3D finite element models of the proposed composite plates with different layer sequences and thicknesses impacted by a 12.7 mm armor-piercing incendiary(API)are built using Abaqus to predict failure.The simulation results show that the CFRP/Al2O3 ceramic/Ultrahigh Molecular Weight Polyethylene(UHMWPE)/CFRP(1 mm/4 mm/4 mm/1 mm)composite is the optimized stack of layers.The simulation results under specified layer sequence and thickness have a reasonable correlation with the experimental results and reflect the failure and fracture of the multi-layer composite protective armor. 展开更多
关键词 Protective armor COMPOSITE bionic design structure design mechanical property
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新型ARMOR热防护系统 被引量:12
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作者 韩杰才 陈贵清 +1 位作者 孟松鹤 李晓海 《宇航学报》 EI CAS CSCD 北大核心 2004年第3期350-354,共5页
热防护系统是保证航天运载器安全、快捷、经济飞行的关键技术之一。在经历了C/C与陶瓷基复合材料等热防护结构后,一种新型的热防护系统应运而生-ARMOR(Adaptable,Robust,Metallic,Operable,Reusable)热防护系统(TPS)。ARMORTPS是一种可... 热防护系统是保证航天运载器安全、快捷、经济飞行的关键技术之一。在经历了C/C与陶瓷基复合材料等热防护结构后,一种新型的热防护系统应运而生-ARMOR(Adaptable,Robust,Metallic,Operable,Reusable)热防护系统(TPS)。ARMORTPS是一种可适应的、坚固的、金属性的、可操作的、可重复使用的新型热防护系统。它具有易于安装、使用寿命(耐久能力)长、材料的兼容性好、维修时间短等许多特点,是RLV的重要的候选热防护系统之一。本文介绍了热防护系统的发展现状和要求。着重介绍了ARMORTPS的基本结构,连接方式和密封方法等特点。目前ARMORTPS外面板采用的材料为inconel617等材料,未来热防护系统外面板的候选材料为γ~TiAl和微叠层等材料。最后总结了ARMORTPS的优点。 展开更多
关键词 金属TPS RLV armor
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New Method to Restrain Pumping Voltage of Braking Procedure for Brushless DC Motor of Electric Armored Vehicle 被引量:3
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作者 郑慕侨 宋小庆 +1 位作者 孙德福 臧克茂 《Journal of Beijing Institute of Technology》 EI CAS 2002年第2期137-141,共5页
In order to restrain the high pumping voltage of braking procedure which is harmful to the system of electric armored vehicle. Based on the analysis of pumping voltage of the braking procedure, the relation between pu... In order to restrain the high pumping voltage of braking procedure which is harmful to the system of electric armored vehicle. Based on the analysis of pumping voltage of the braking procedure, the relation between pumping voltage and PWM ratio is derived and a new digital control method to restrain the pumping voltage by changing PWM ratio is put forward. Because the capacitance is decreased effectively, the volume of controller is reduced and the performance to price ratio is improved. The results of computer simulation and experiment proved that this method is feasible and valid. 展开更多
关键词 electrical armored vehicle brushless DC motor regenerative braking
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Experimental study of transient pressure wave in the behind armor blunt trauma induced by different rifle bullets 被引量:5
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作者 Rui-guo Han Yong-jie Qu +3 位作者 Wen-min Yan Bin Qin Shu Wang Jian-zhong Wang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第4期900-909,共10页
Pressure wave plays an important role in the occurrence of behind armor blunt trauma(BABT),and ballistic gelatin is widely used as a surrogate of biological tissue in the research of BABT.Comparison of pressure wave i... Pressure wave plays an important role in the occurrence of behind armor blunt trauma(BABT),and ballistic gelatin is widely used as a surrogate of biological tissue in the research of BABT.Comparison of pressure wave in the gelatin behind armor for different rifle bullets is lacking.The aim of this study was to observe dynamic changes in pressure wave induced by ballistic blunt impact on the armored gelatin block and to compare the effects of bullet type on the parameters of the transient pressure wave.The gelatin blocks protected with National Institute of Justice(NIJ) class III bulletproof armor were shot by three types of rifle bullet with the same level of impact energy.The transient pressure signals at five locations were recorded with pressure sensors and three parameters(maximum pressure,maximum pressure impulse,and the duration of the first positive phase) were determined and discussed.The results indicated that the waveform and the twin peak of transient pressure wave were not related to the bullet type.However,the values of pressure wave's parameters were significantly affected by bullet type.Additionally,the attenuation of pressure amplitude followed the similar law for the three ammunitions.These findings may be helpful to get some insight in the BABT and improve the structure design of bullet. 展开更多
关键词 Behind armor blunt trauma Ballistic gelatin Pressure wave Body armor
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Research on Protection Capability of Flying-Whip Multifunctional Explosive Reactive Armor
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作者 张虎生 张宝■ +1 位作者 张庆明 刘长林 《Journal of Beijing Institute of Technology》 EI CAS 2004年第3期299-304,共6页
The experimental research on protection capability of the flying-whip multifunctional explosive reactive armor (ERA) was performed, in which the comparison experiment was made on the damage effect of the flying-whip&#... The experimental research on protection capability of the flying-whip multifunctional explosive reactive armor (ERA) was performed, in which the comparison experiment was made on the damage effect of the flying-whip's geometrical figuration, material property and driven velocity on the long-rod armor-piercing-projectile. The moving velocity of the flying-whip driven by different explosives and the pressure attenuation law of shock wave travelling in the back plate were measured respectively with the electric probe method and the manganin piezoresistive gauge technique. The following conclusions based on a great quantity of experimental data were drawn: compared with the sandwich ERA the flying-whip multifunctional ERA has very good protection function against the long-rod armor-piercing-projectile, the shaped charge warhead and the anti-armor tandem warhead. In addition, the composite plate made of the armor-steel and rubber plate can lessen the vibration and shock of the main armor caused by the explosion of the charge.. 展开更多
关键词 flying-whip explosive reactive armor armor protection detonating acceleration impact damage
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Effect of fusion welding processes on tensile properties of armor grade, high thickness, non-heat treatable aluminium alloy joints 被引量:5
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作者 K. Vasu H. Chelladurai +2 位作者 Addanki Ramaswamy S. Malarvizhi V. Balasubramanian 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2019年第3期353-362,共10页
AA5059 is one of the high strength armor grade aluminium alloy that finds its applications in the military vehicles due to the higher resistance against the armor piercing (AP) threats. This study aimed at finding the... AA5059 is one of the high strength armor grade aluminium alloy that finds its applications in the military vehicles due to the higher resistance against the armor piercing (AP) threats. This study aimed at finding the best suitable process among the fusion welding processes such as gas tungsten arc welding (GTAW) and gas metal arc welding (GMAW) by evaluating the tensile properties of AA5059 aluminium alloy joints. The fracture path was identified by mapping the low hardness distribution profile (LHDP) across the weld cross section under tensile loading. Optical and scanning electron microscopies were used to characterize the microstructural features of the welded joints at various zones. It is evident from the results that GTAW joints showed superior tensile properties compared to GMAW joints and this is primarily owing to the presence of finer grains in the weld metal zone (WMZ) and narrow heat-affected zone (HAZ). The lower heat input associated with the GTAW process effectively reduced the size of the WMZ and HAZ compared to GMAW process. Lower heat input of GTAW process results in faster cooling rate which hinders the grain growth and reduces the evaporation of magnesium in weld metal compared to GMAW joints. The fracture surface of GTAW joint consists of more dimples than GMAW joints which is an indication that the GTAW joint possess improved ductility than GMAW joint. 展开更多
关键词 GAS tungsten ARC WELDING GAS metal ARC WELDING armor GRADE aluminium alloy TENSILE properties Microhardness
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Re-visiting the mass-flux model for Explosive Reactive Armor and the effect of plate thickness 被引量:4
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作者 M.Mayseless S.Friling L.Misiuk 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2019年第5期779-785,共7页
Explosive Reactive Armor was originally modeled under the assumption that the plates in the cassettes were very thin.Hence their thickness could be ignored,and the thicknesses of the plates were considered only based ... Explosive Reactive Armor was originally modeled under the assumption that the plates in the cassettes were very thin.Hence their thickness could be ignored,and the thicknesses of the plates were considered only based on their areal mass density.In particular,it was assumed that the jet-plate interaction was controlled by the plates to jet-mass-flux ratio criteria for a specific jet velocity and diameter.In the present study,we extended this analysis,examining the effect of the variation of the mass-flux along the jet on the disruption effect by the two plates.In addition,we examined the thickness effect of the plates on the plate's effectiveness,replacing the steel plates by low-density materials like aluminum and polycarbonate.The mass-flux model was adjusted to account for the plate-thickness effect.It was found that increasing the thickness of the plate,keeping the areal weight unchanged,slightly increases the overall effectiveness of the cassette,in particular by the forward moving plate interacting with the center and the slow parts of the jet. 展开更多
关键词 EXPLOSIVE REACTIVE armor armor Shaped-charges Jet DISRUPTION
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Bed Load Transport Rates during Scouring and Armoring Processes 被引量:6
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作者 YANG Fengguang LIU Xingnian CAO Shuyou HUANG Er 《Journal of Mountain Science》 SCIE CSCD 2010年第3期215-225,共11页
Dambreak-induced bed scouring may undermine the foundation of bridge piers and other structures,and that destruction can pose a serious threat.Consequently,this paper aims at exploring the mechanisms of scouring and a... Dambreak-induced bed scouring may undermine the foundation of bridge piers and other structures,and that destruction can pose a serious threat.Consequently,this paper aims at exploring the mechanisms of scouring and armoring.Firstly,the incipient velocity for nonuniform sediment particles was studied,and a formula was derived based on the angle of repose of nonuniform sediment.The results showed that the mechanism of incipient motion for sand and fine gravel differed from that for coarse gravel and cobbles.Also,comparison between experimental and field data shows that the results from the proposed formula agree well with those observed for all conditions.Secondly,a birth-death,immigration-emigration Markov process was developed to describe the bed load transport rate associated with scouring and armoring.The comparison between experimental data and computed results shows that our model can predict the bed load transport rate,although there may be some limitations,the chief of which is that there are many variables in the model to be determined through experiment.This makes its application in river engineering inconvenient. 展开更多
关键词 Nonuniform sediment angle of repose bed scour armoring incipient velocity bed loadtransport
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Virtual Prototype Simulation and Reliability Analysis for Drive System of Armored Chassis 被引量:3
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作者 刘金华 张彦 +2 位作者 曹立军 邵新杰 周景涛 《Journal of Donghua University(English Edition)》 EI CAS 2015年第1期166-170,共5页
Drive system is the key device of armored chassis. Its working state and reliability influence the maneuver performance of armored chassis directly. In order to simulate the failure process and evaluate the service re... Drive system is the key device of armored chassis. Its working state and reliability influence the maneuver performance of armored chassis directly. In order to simulate the failure process and evaluate the service reliability of drive system in training or battle missions,a new kind of dynamic simulation model and driving simulation platform of the complete drive system were established based on virtual prototype and finite element technology in this paper. Using the platform, the kinematics and dynamic characteristics of drive system were studied and analyzed in detail,the dynamic load spectrum of key components was obtained,the service life was predicted, and the service reliability evaluation results were provided. A simulation example of transmission gear was shown to illustrate the simulation and evaluation process. The result proves that the simulation method not only can be used to compute and evaluate the service reliability of complex mechanical mechanism, but also has high precision and reasonable computational cost. Therefore,simulation and reliability analysis based on virtual prototype of the armored chassis drive system will provide scientific reference for the formulation of armored chassis reasonable repair cycle. 展开更多
关键词 virtual prototype armored chassis drive system RELIABILITY load spectrum
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Manufacturing techniques of armor strips excavated from Emperor Qin Shi Huang's mausoleum,China 被引量:2
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作者 廖灵敏 潘春旭 马宇 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2010年第3期395-399,共5页
The chemical compositions and microstructures of the armor strips excavated from the Emperor Qin Shi Huang's mausoleum were examined systematically by using optical microscopy and electron microscopy.It was found ... The chemical compositions and microstructures of the armor strips excavated from the Emperor Qin Shi Huang's mausoleum were examined systematically by using optical microscopy and electron microscopy.It was found that the armor strips were made of pure copper.Based on the morphology of α-Cu recrystal grain and copper sulphide(Cu2S) inclusions in the armor strips,the manufacturing techniques were proposed as follows:smelting pure copper,casting a lamellar plate,forming the cast ingots into sheets through repeated cold forging combined with annealing heat treatment,and finally cutting the sheets into filaments.Furthermore,through the deformation of copper sulphide(Cu2S) inclusions in the strips,the work rate during forging was evaluated and calculated to be close to 75%. 展开更多
关键词 Qin Shi Huang's mausoleum armor strips copper manufacturing techniques cold forging annealing
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Analysis of the mass of behind-armor debris generated by RHA subjected to normal penetration of variable cross-section EFP 被引量:4
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作者 Boyang Xing Dongjiang Zhang +7 位作者 Zhenyan Guo Yunhui Hou Rui Guo Rongzhong Liu Liang Chen Hao Zhou Yongliang Yang Jianhua Luo 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2019年第3期390-397,共8页
Analyzing the mass of behind-armor debris (BAD) generated by Rolled Homogeneous Armor (RHA) subjected to normal penetration of variable cross-section Explosively Formed Projectile (EFP) is the purpose of this paper. S... Analyzing the mass of behind-armor debris (BAD) generated by Rolled Homogeneous Armor (RHA) subjected to normal penetration of variable cross-section Explosively Formed Projectile (EFP) is the purpose of this paper. So theoretical analysis, numerical simulation and experimental data are combined to analyze the influence of variable cross-section characteristic on the time history of crater radius. Moreover the relationships between time history of crater radius (as well as mass of BAD) and the thickness of RHA (from 30mm to 70 mm) and the impact velocity of EFP (1650 m/s to 1860 m/s) are also investigated. The results indicate that: 1) being compared to the variable cross-section characteristic is ignored, the theoretical time history of crater radius is in better agreement with the simulation results when the variable cross-section characteristic is considered;2) being compared to the other three conditions of plug, the theoretical mass of BAD is in the best agreement with the simulation results when the shape of plug is frustum of a cone and the angle between generatrix and bottom is 45- and the axial length of mushroom is considered. 展开更多
关键词 Explosively formed PROJECTILE Behind-armor DEBRIS Variable CROSS-SECTION characteristic Shape of plug Axial length of MUSHROOM Theoretical model
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Steering Control of Wheeled Armored Vehicle with Brushless DC Motor 被引量:1
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作者 陈慧岩 王京起 郑培 《Journal of Beijing Institute of Technology》 EI CAS 2005年第3期310-313,共4页
Considering the steering characters of one type of wheeled armored vehicle, a brushless direct current (DC) motor is adapted as the actuator for steering control. After investigating the known algorithms, one kind o... Considering the steering characters of one type of wheeled armored vehicle, a brushless direct current (DC) motor is adapted as the actuator for steering control. After investigating the known algorithms, one kind of algorithm, which combines the fuzzy logic control with the self-adapting PID control and the startup and pre-hrake control, is put forward. Then a test-bed is constructed, and an experiment is conducted. The result of experiment confirms the validity of this algorithm in steering control of wheeled armored vehicle with brushless DC motor. 展开更多
关键词 steering control DC motor wheeled armored vehicle
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Dynamics analysis of planar armored cable motion in deep-sea ROV system 被引量:3
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作者 全伟才 张竺英 张艾群 《Journal of Central South University》 SCIE EI CAS 2014年第12期4456-4467,共12页
The armored cable used in a deep-sea remotely operated vehicle(ROV) may undergo large displacement motion when subjected to dynamic actions of ship heave motion and ocean current. A novel geometrically exact finite el... The armored cable used in a deep-sea remotely operated vehicle(ROV) may undergo large displacement motion when subjected to dynamic actions of ship heave motion and ocean current. A novel geometrically exact finite element model for two-dimensional dynamic analysis of armored cable is presented. This model accounts for the geometric nonlinearities of large displacement of the armored cable, and effects of axial load and bending stiffness. The governing equations are derived by consistent linearization and finite element discretization of the total weak form of the armored cable system, and solved by the Newmark time integration method. To make the solution procedure avoid falling into the local extreme points, a simple adaptive stepping strategy is proposed. The presented model is validated via actual measured data. Results for dynamic configurations, motion and tension of both ends of the armored cable, and resonance-zone are presented for two numerical cases, including the dynamic analysis under the case of only ship heave motion and the case of joint action of ship heave motion and ocean current. The dynamics analysis can provide important reference for the design or product selection of the armored cable in a deep-sea ROV system so as to improve the safety of its marine operation under the sea state of 4 or above. 展开更多
关键词 armored cable cable dynamics deep-sea remotely operated vehicle(ROV) resonance-zone geometrically exact model Newmark method
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Vibration Severity Monitoring and Evaluation of Armored Vehicle Transmission
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作者 樊新海 王传菲 +1 位作者 安钢 王战军 《Defence Technology(防务技术)》 SCIE EI CAS 2009年第4期256-260,共5页
Vibration monitoring and vibration severity evaluation of armored vehicle transmission are realized by additional sensors. An algorithm of vibration severity in frequency domain is presented. The algorithm has powerfu... Vibration monitoring and vibration severity evaluation of armored vehicle transmission are realized by additional sensors. An algorithm of vibration severity in frequency domain is presented. The algorithm has powerful applicability for signal type and flexible selectivity for frequency range,and avoids the processing of signal conversion used calculus and filtering compared to the algorithm of vibration severity in time domain. An applied example is given in company with attentive proceedings and measures for improving evaluation effect. 展开更多
关键词 MECHANICS armored vehicle TRANSMISSION condition monitoring vibration standard vibration severity
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Simulation on the Strength of Model Armor Block on Rubble-Mound Breakwaters
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作者 Chen Guoping , Wang Hong and Hu ZhinongMaster, Engineer, River and Harbour Department, Nanjing Hydraulic Research Institute, Nanjing 210029 Engineer, River and Harbour Department, Nanjing Hydraulic Research Institute, Nanjing 210029 《China Ocean Engineering》 SCIE EI 1996年第2期219-228,共10页
This paper mainly deals with the simulation on the strength of the concrete armor block in model test. According to the requirement for the strength of blocks in models with various scales, the components of materials... This paper mainly deals with the simulation on the strength of the concrete armor block in model test. According to the requirement for the strength of blocks in models with various scales, the components of materials for model blocks and their proportions are determined. The failure of armor blocks on rubble-mound breakwaters is reproduced by model tests. 展开更多
关键词 armor block model material simulation on strength dolos block Jiexural strength irregular wave
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Design of Distorted Wave Protection Armor Units
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作者 Lou Hongen Senior Engineer, Nanjing Hydraulic Research Institute, 210029, Nanjing 《China Ocean Engineering》 SCIE EI 1992年第4期445-454,共10页
In consideration of the global optimization for engineering projects, a group of calculation formulas have been derived by means of theoretical derivation and model tests. On this basis, a design procedure for the dis... In consideration of the global optimization for engineering projects, a group of calculation formulas have been derived by means of theoretical derivation and model tests. On this basis, a design procedure for the distorted units is proposed, by means of which the distorted units of an anology shape and an identical porosity ratio with the original units can be obtained after conducting a distorted enlargement and a normal contraction. The stability waveheight and stability factor of the distorted unit can be calculated with the enlargement factor, a, of the horizontal dimension of the distorted unit, or with the contraction scale, A , of the contracted distorted unit. As a result, the stability of the armor unit can be significantly improved without increasing the quantity of concrete. For the same wave met by the original units, the thickness of placement of the contracted distorted unit can be obviously reduced, thus, a large quantity of concrete can be saved, consequently, economic benefit can be achieved. 展开更多
关键词 armor unit breakwater design STRUCTURE wave protection
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An Advanced Probabilistic Neural Network for the Design of Breakwater Armor Blocks
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作者 Dookie KIM Dong Hyawn KIM +1 位作者 Seongkyu CHANG Gil Lim YOON 《China Ocean Engineering》 SCIE EI 2007年第4期597-610,共14页
In this study, an advanced probabilistic neural network (APNN) method is proposed to reflect the global probability density function (PDF) by summing up the heterogeneous local PDF which is automatically determine... In this study, an advanced probabilistic neural network (APNN) method is proposed to reflect the global probability density function (PDF) by summing up the heterogeneous local PDF which is automatically determined in the individual standard deviation of variables. The APNN is applied to predict the stability number of armor blocks of breakwaters using the experimental data of' van der Meet, and the estimated results of the APNN are compared with those of an empirical formula and a previous artificial neural network (ANN) model. The APNN shows better results in predicting the stability number of armor bilks of breakwater and it provided the promising probabilistic viewpoints by using the individual standard deviation in a variable. 展开更多
关键词 BREAKWATER armor block stability number multivariate gaussian distribution classigication artificial neural network (ANN) advanced probabilistic neural network (APNN)
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Numerical Simulation and Experimental Research on Penetration of Composite Ceramic Armor by Rod Projectile
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作者 付克勤 张金咏 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2010年第6期1006-1010,共5页
The performance of composite ceramic armor penetrated by rod projectile was studied by both numerical simulation and experiment.The penetration and damage mechanisms of the projectile-armor after high-speed collision ... The performance of composite ceramic armor penetrated by rod projectile was studied by both numerical simulation and experiment.The penetration and damage mechanisms of the projectile-armor after high-speed collision were also observed by high-speed photography.The experimental results showed that the ballistic performance of composite ceramic armor was highly affected by the density,hardness and toughness of bulletproof ceramic.The flow stress of the failed bulletproof ceramic is not only related to the pressure but also related to the strain rate.The phenomenological method based on Bodner-Partom ceramic model was introduced to derive the growth rate of damage.Numerical simulation results show good agreement with the experimental results. 展开更多
关键词 composite ceramic armor rod projectile numerical simulation experiment DAMAGE
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Investigations on Structured Polyamide for Laser Sintered Body Armor
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作者 Jinhui Jiang Xinming Qian +1 位作者 Mengqi Yuan Tingchao Ji 《Journal of Beijing Institute of Technology》 EI CAS 2017年第1期38-44,共7页
Stab resistance body armor(SRBA)is essential in protecting people from knife injuries.The protective parts of traditional SRBA are made of multi-layered ultra-high molecular weight polyethylene(UHMWPE),which cause... Stab resistance body armor(SRBA)is essential in protecting people from knife injuries.The protective parts of traditional SRBA are made of multi-layered ultra-high molecular weight polyethylene(UHMWPE),which causes heavy heat stress for people wearing it.The protective parts of SRBA manufactured using laser sintering(LS)3D printing technology provide high manufacturing flexibility and low weight.Two different structures,plain plate and pyramid-structured plate,were investigated.The pyramid structure showed much higher stab resistance property then the plain plate,because of the angle and thickness effects.This is the first effort applying the LS technology and polyamide(PA)material(PA3200)on SRBA.By applying the pyramid structure on the protective layer of the SRBA,the total weight could reduce 30%-40%. 展开更多
关键词 stab resistance body armor 3D printing laser sintering pyramid structure
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Artificial neural network modeling of mechanical properties of armor steel under complex loading conditions
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作者 许泽建 黄风雷 《Journal of Beijing Institute of Technology》 EI CAS 2012年第2期157-163,共7页
An artificial neural network (ANN) model is established to predict plastic flow behaviors of the 603 armor steel, based on experiments over wide ranges of strain rates (0. 001 -4 500 s -1 ) and temperatures (288 ... An artificial neural network (ANN) model is established to predict plastic flow behaviors of the 603 armor steel, based on experiments over wide ranges of strain rates (0. 001 -4 500 s -1 ) and temperatures (288 -873 K). The descriptive and predictive capabilities of the ANN model are com- pared with several phenomenological and physically based constitutive models. The ANN model has a much better applicability than the other models in characterization of the flow stress. The tempera- ture and the strain rate effects on the flow stress can be described successfully by the ANN model, with an average error of 1.78% for both quasi-static and dynamic loading conditions. Besides its high accuracy in prediction of the strain rate jump tests, the ANN model is more convenient in model es- tablishment and data processing. The ANN model developed in this study may serve as a valid and ef- fective tool to predict plastic behaviors of the 603 steel under complex loading conditions. 展开更多
关键词 artificial neural network (ANN) armor steel high strain rate high temperature plas-tic behavior constitutive model
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