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Influence of B4C and ZrB2 reinforcements on microstructural, mechanical and wear behaviour of AA 2014 aluminium matrix hybrid composites B4C 和 ZrB2 增强剂对 AA 2014 铝基混合复合材料微结构、机械和磨损性能的影响
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.dt.2024.05.009
Considering their affordability and high strength-to-weight ratio, lightweight aluminium alloys are the subject of intensive research aimed at improving their properties for use in the aerospace industry. This research effort aims to develop novel hybrid composites based on AA 2014 alloy through the use of liquid metallurgy stir casting to reinforce dual ceramic particles of Zirconium Diboride (ZrB2) and Boron Carbide (B4C). The weight percentage (wt%) of ZrB2 was varied (0, 5, 10, and 15), while a constant 5 wt% of B4C was maintained during this fabrication. The as-cast samples have been assessed using an Optical Microscope (OM) and a Scanning Electron Microscope (SEM) with Energy Dispersive Spectroscopy (EDS). The properties such as hardness, tensile strength, and wear characteristics of stir cast specimens were assessed to examine the impact of varying weight percentages of reinforcements in AA 2014 alloy. In particular, dry sliding wear behaviour was evaluated considering varied loads using a pin-on-disc tribotester. As the weight % of ZrB2 grew and B4C was incorporated, hybrid composites showed higher hardness, tensile strength, and wear resistance. Notably, the incorporation of a cumulative reinforcement consisting of 15 wt% ZrB2 and 5 wt% B4C resulted in a significant 31.86% increase in hardness and a 44.1% increase in tensile strength compared to AA 2014 alloy. In addition, it has been detected that wear resistance of hybrid composite pin (containing 20 wt% cumulative reinforcement) is higher than that of other stir cast wear test pins during the whole range of applied loads. Fractured surfaces of tensile specimens showed ductile fracture in the AA 2014 matrix and mixed mode for hybrid composites. Worn surfaces obtained employing higher applied load indicated abrasive wear with little plastic deformation for hybrid composites and dominant adhesive wear for matrix alloy. Hence, the superior mechanical and tribological performance of hybrid composites can be attributed to dual reinforcement particles being dispersed well and the effective transmission of load at this specific composition.
考虑到铝合金的经济性和高强度重量比,轻质铝合金成为深入研究的主题,旨在改善其性能,以用于航空航天工业。这项研究工作旨在开发基于 AA 2014 合金的新型混合复合材料,通过使用液态冶金搅拌铸造来增强二硼化锆(ZrB2)和碳化硼(B4C)双陶瓷颗粒。在制造过程中,ZrB2 的重量百分比(wt%)发生了变化(0、5、10 和 15),而 B4C 的重量百分比始终保持在 5%。使用光学显微镜(OM)和扫描电子显微镜(SEM)以及能量色散光谱仪(EDS)对铸件样品进行了评估。对搅拌铸造试样的硬度、拉伸强度和磨损特性等性能进行了评估,以研究 AA 2014 合金中不同重量百分比的强化剂的影响。特别是,使用针盘摩擦磨损试验机评估了不同载荷下的干滑动磨损特性。随着 ZrB2 重量百分比的增加和 B4C 的加入,混合复合材料显示出更高的硬度、抗拉强度和耐磨性。值得注意的是,与 AA 2014 合金相比,加入 15 重量百分比的 ZrB2 和 5 重量百分比的 B4C 的累积增强材料后,硬度显著提高了 31.86%,抗拉强度提高了 44.1%。此外,研究还发现,在整个施加载荷范围内,混合复合材料销钉(含有 20 wt% 的累积增强成分)的耐磨性高于其他搅拌铸造耐磨试验销钉。拉伸试样的断裂表面显示 AA 2014 基体为延展断裂,混合复合材料为混合断裂。在施加较大载荷时获得的磨损表面显示,混合复合材料的磨损几乎没有塑性变形,而基体合金的磨损则以粘着磨损为主。因此,混合复合材料优异的机械性能和摩擦学性能可归因于双增强粒子的良好分散以及在这种特定成分下载荷的有效传递。
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引用次数: 0
Adaptive optimisation of explosive reactive armour for protection against kinetic energy and shaped charge threats 自适应优化爆炸反应装甲,以抵御动能和定型装药威胁
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.dt.2024.05.007
We evaluate an adaptive optimisation methodology, Bayesian optimisation (BO), for designing a minimum weight explosive reactive armour (ERA) for protection against a surrogate medium calibre kinetic energy (KE) long rod projectile and surrogate shaped charge (SC) warhead. We perform the optimisation using a conventional BO methodology and compare it with a conventional trial-and-error approach from a human expert. A third approach, utilising a novel human-machine teaming framework for BO is also evaluated. Data for the optimisation is generated using numerical simulations that are demonstrated to provide reasonable qualitative agreement with reference experiments. The human-machine teaming methodology is shown to identify the optimum ERA design in the fewest number of evaluations, outperforming both the stand-alone human and stand-alone BO methodologies. From a design space of almost 1800 configurations the human-machine teaming approach identifies the minimum weight ERA design in 10 samples.
我们评估了一种自适应优化方法--贝叶斯优化法(BO),该方法用于设计最小重量的爆炸反应装甲(ERA),以抵御替代中口径动能(KE)长杆弹丸和替代定型装药(SC)弹头。我们采用传统的 BO 方法进行优化,并与人类专家的传统试错法进行比较。此外,我们还对第三种方法进行了评估,即利用新颖的人机协作框架进行 BO。优化数据是通过数值模拟生成的,模拟结果与参考实验的定性一致。结果表明,人机协作方法能以最少的评估次数确定最佳的 ERA 设计,其性能优于独立的人机协作方法和独立的 BO 方法。在近 1800 种配置的设计空间中,人机协同方法只需 10 个样本就能识别出最小权重的 ERA 设计。
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引用次数: 0
Topological optimization of ballistic protective structures through genetic algorithms in a vulnerability-driven environment 在脆弱性驱动环境下通过遗传算法优化弹道防护结构的拓扑结构
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.dt.2024.05.011
Reducing the vulnerability of a platform, i.e., the risk of being affected by hostile objects, is of paramount importance in the design process of vehicles, especially aircraft. A simple and effective way to decrease vulnerability is to introduce protective structures to intercept and possibly stop threats. However, this type of solution can lead to a significant increase in weight, affecting the performance of the aircraft. For this reason, it is crucial to study possible solutions that allow reducing the vulnerability of the aircraft while containing the increase in structural weight. One possible strategy is to optimize the topology of protective solutions to find the optimal balance between vulnerability and the weight of the added structures. Among the many optimization techniques available in the literature for this purpose, multi-objective genetic algorithms stand out as promising tools. In this context, this work proposes the use of a in-house software for vulnerability calculation to guide the process of topology optimization through multi-objective genetic algorithms, aiming to simultaneously minimize the weight of protective structures and vulnerability. In addition to the use of the in-house software, which itself represents a novelty in the field of topology optimization of structures, the method incorporates a custom mutation function within the genetic algorithm, specifically developed using a graph-based approach to ensure the continuity of the generated structures. The tool developed for this work is capable of generating protections with optimized layouts considering two different types of impacting objects, namely bullets and fragments from detonating objects. The software outputs a set of non-dominated solutions describing different topologies that the user can choose from.
降低平台的易损性,即受敌对物体影响的风险,在飞行器,尤其是飞机的设计过程中至关重要。降低易受攻击性的一个简单而有效的方法是采用防护结构来拦截和阻止威胁。然而,这种解决方案会导致重量大幅增加,影响飞机的性能。因此,研究既能降低飞机易受攻击程度,又能控制结构重量增加的可行解决方案至关重要。一种可行的策略是优化保护方案的拓扑结构,以在易损性和新增结构重量之间找到最佳平衡点。为此,文献中提供了许多优化技术,其中多目标遗传算法是很有前途的工具。在这种情况下,这项工作建议使用内部的脆弱性计算软件,通过多目标遗传算法指导拓扑优化过程,目的是同时最大限度地减少保护结构的重量和脆弱性。除了使用内部软件(这本身就是结构拓扑优化领域的一项创新)外,该方法还在遗传算法中加入了一个定制的突变函数,该函数专门采用基于图形的方法开发,以确保生成结构的连续性。考虑到两种不同类型的撞击物体,即子弹和引爆物体产生的碎片,为这项工作开发的工具能够生成具有优化布局的保护装置。该软件可输出一组描述不同拓扑结构的非主要解决方案,供用户选择。
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引用次数: 0
Design and evaluation of a kind of polymer-bonded explosives with improved mechanical sensitivity and thermal properties 设计和评估一种具有更好机械灵敏度和热性能的聚合物粘合炸药
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.dt.2024.04.005
The emergence of TKX-50, an energetic ionic salt with a high enthalpy of formation and low sensitivity, has opened a new path for the development of high-energetic, insensitive composite explosives. However, due to the poor interfacial binding properties of TKX-50 with conventional binders, there is a lack of effective guidance for the design of TKX-50 based composite explosives. To address the above issues, the interactions between carboxymethyl cellulose acetate butyrate (CMCAB) and other binders with explosives TKX-50/HMX were compared using the molecular dynamics method. Based on the simulations, TKX-50/HMX/CMCAB-based polymer-bonded explosives (PBXs) were prepared with CMCAB as binder, which displays a high binding energy (Ebind) with TKX-50 and high cohesive energy density (CED), and the effect of TKX-50 content on the performance of PBXs was investigated. The physical properties of PBXs, specifically the morphology, mechanical sensitivity, and thermal conductivity, were analyzed by SEM, sensitivity apparatus, and thermal conductivity meter, respectively. The specific heat capacity (Cp) and non-isothermal decomposition temperature of PBXs were tested by DSC, and then the corresponding thermal kinetic parameters were analyzed to evaluate their thermal safety. The adiabatic thermal decomposition processes of PBXs were tested using an ARC instrument. The decomposition mechanism and kinetics were also explored to further analyze their thermal stability and thermal safety under adiabatic conditions. The computer code EXPLO5 was used to predict the detonation parameters of PBXs. The results showed that CMCAB and TKX-50 displayed favorable interfacial bonding properties, and TKX-50 can be bonded with HMX to form a molding powder with a desirable morphology and safety profile. The TKX-50 in PBXs effectively improves the mechanical sensitivity and thermal safety of PBX and has a significant effect on the detonation performance of PBX. This research demonstrates a novel method suitable for screening and investigating high-energetic insensitive explosive systems compatible with TKX-50.
TKX-50 是一种高能离子盐,具有高形成焓和低敏感性,它的出现为开发高能、不敏感的复合炸药开辟了一条新路。然而,由于 TKX-50 与传统粘合剂的界面结合性能较差,因此在设计基于 TKX-50 的复合炸药时缺乏有效的指导。针对上述问题,使用分子动力学方法比较了羧甲基纤维素醋酸丁酸酯(CMCAB)和其他粘合剂与炸药 TKX-50/HMX 之间的相互作用。在模拟的基础上,制备了基于 TKX-50/HMX/CMCAB 的聚合物结合炸药(PBXs),以 CMCAB 为粘合剂,其与 TKX-50 的结合能(Ebind)较高,内聚能密度(CED)也较高,研究了 TKX-50 含量对 PBXs 性能的影响。分别用扫描电镜、灵敏度仪和导热仪分析了 PBX 的物理性质,特别是形态、机械灵敏度和热导率。通过 DSC 测试了 PBX 的比热容(Cp)和非等温分解温度,然后分析了相应的热动力学参数,以评估其热安全性。使用 ARC 仪器测试了 PBX 的绝热热分解过程。还探讨了分解机理和动力学,以进一步分析它们在绝热条件下的热稳定性和热安全性。利用计算机代码 EXPLO5 预测了 PBX 的爆炸参数。结果表明,CMCAB 和 TKX-50 显示出良好的界面结合性能,TKX-50 可与 HMX 结合形成具有理想形态和安全性能的成型粉末。PBX 中的 TKX-50 能有效提高 PBX 的机械敏感性和热安全性,并对 PBX 的引爆性能有显著影响。这项研究展示了一种适用于筛选和研究与 TKX-50 兼容的高能不敏感炸药系统的新方法。
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引用次数: 0
Resistance of full-scale beams against close-in explosions. Numerical modeling and field tests 全尺寸梁抵抗近距离爆炸的能力:数值建模和现场试验
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.dt.2024.05.002
This paper explores the performances of a finite element simulation including four concrete models applied to a full-scale reinforced concrete beam subjected to blast loading. Field test data has been used to compare model results for each case. The numerical modelling has been, carried out using the suitable code LS-DYNA. This code integrates blast load routine (CONWEP) for the explosive description and four different material models for the concrete including: Karagozian & Case Concrete, Winfrith, Continuous Surface Cap Model and Riedel–Hiermaier–Thoma models, with concrete meshing based on 10, 15, and 20 mm. Six full-scale beams were tested: four of them used for the initial calibration of the numerical model and two more tests at lower scaled distances. For calibration, field data obtained employing pressure and accelerometers transducers were compared with the results derived from the numerical simulation. Damage surfaces and the shape of rupture in the beams have been used as references for comparison. Influence of the meshing on accelerations has been put in evidence and for some models the shape and size of the damage in the beams produced maximum differences around 15%. In all cases, the variations between material and mesh models are shown and discussed.
本文探讨了有限元模拟的性能,包括应用于承受爆炸荷载的全尺寸钢筋混凝土梁的四种混凝土模型。现场测试数据用于比较每种情况下的模型结果。数值建模采用了合适的 LS-DYNA 代码。该代码集成了用于爆炸描述的爆炸荷载例程(CONWEP)和四种不同的混凝土材料模型,包括Karagozian & Case Concrete、Winfrith、Continuous Surface Cap Model 和 Riedel-Hiermaier-Thoma 模型,混凝土网格划分为 10、15 和 20 毫米。对六根全尺寸梁进行了测试:其中四根用于数值模型的初始校准,另外两根用于较小比例距离的测试。校准时,采用压力和加速度传感器获得的现场数据与数值模拟得出的结果进行了比较。梁的损伤面和断裂形状被用作比较的参考。网格划分对加速度的影响已得到证实,对某些模型而言,梁中损伤的形状和大小产生的最大差异约为 15%。在所有情况下,材料和网格模型之间的差异都得到了显示和讨论。
{"title":"Resistance of full-scale beams against close-in explosions. Numerical modeling and field tests","authors":"","doi":"10.1016/j.dt.2024.05.002","DOIUrl":"10.1016/j.dt.2024.05.002","url":null,"abstract":"<div><div>This paper explores the performances of a finite element simulation including four concrete models applied to a full-scale reinforced concrete beam subjected to blast loading. Field test data has been used to compare model results for each case. The numerical modelling has been, carried out using the suitable code LS-DYNA. This code integrates blast load routine (CONWEP) for the explosive description and four different material models for the concrete including: Karagozian &amp; Case Concrete, Winfrith, Continuous Surface Cap Model and Riedel–Hiermaier–Thoma models, with concrete meshing based on 10, 15, and 20 mm. Six full-scale beams were tested: four of them used for the initial calibration of the numerical model and two more tests at lower scaled distances. For calibration, field data obtained employing pressure and accelerometers transducers were compared with the results derived from the numerical simulation. Damage surfaces and the shape of rupture in the beams have been used as references for comparison. Influence of the meshing on accelerations has been put in evidence and for some models the shape and size of the damage in the beams produced maximum differences around 15%. In all cases, the variations between material and mesh models are shown and discussed.</div></div>","PeriodicalId":58209,"journal":{"name":"Defence Technology(防务技术)","volume":"40 ","pages":"Pages 35-47"},"PeriodicalIF":5.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141027329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Failure pattern in ceramic metallic target under ballistic impact 弹道冲击下陶瓷金属靶的失效模式
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.dt.2024.05.012
The ballistic resistance and failure pattern of a bi-layer alumina 99.5% - aluminium alloy 1100-H12 target against steel 4340 ogival nosed projectile has been explored in the present experimental cum numerical study. In the experimental investigation, damage induced in the ceramic layer has been quantified in terms of number of cracks developed and failure zone dimensions. The resultant damage in the backing layer has been studied with variation in the bulge and perforation hole in the backing layer with the varying incidence velocity. The discussion of the experimental results has been further followed by three dimensional finite element computations using ABAQUS/Explicit finite code to investigate the behaviour of different types of bi-layer targets under multi-hit projectile impact. The JH-2 constitutive model has been used to reproduce the behaviour of alumina 99.5% and JC constitutive model has been used for steel 4340 and aluminium alloy 1100-H12. The total energy dissipation has been noted to be of lesser magnitude in case of sub-sequential impact in comparison to simultaneous impact of two projectiles. The distance between the impact points of two projectiles also effected the ballistic resistance of bi-layer target. The ballistic resistance of single tile ceramic front layer and four tile ceramic of equivalent area found to be dependent upon the boundary conditions provided to the target.
本实验和数值研究探讨了双层氧化铝 99.5% - 铝合金 1100-H12 靶件对钢质 4340 口鼻弹丸的抗弹性和破坏模式。在实验研究中,根据裂纹数量和失效区尺寸对陶瓷层的损伤进行了量化。随着入射速度的变化,背层的隆起和穿孔也随之变化,从而对背层的损伤进行了研究。在对实验结果进行讨论后,还使用 ABAQUS/Explicit 有限代码进行了三维有限元计算,以研究不同类型的双层目标在多弹头冲击下的行为。JH-2 构成模型用于重现氧化铝 99.5% 的行为,JC 构成模型用于重现钢 4340 和铝合金 1100-H12 的行为。与两个弹丸的同时撞击相比,次顺序撞击的总能量耗散较小。两枚弹丸撞击点之间的距离也会影响双层目标的抗弹性。单砖陶瓷前层和等面积四砖陶瓷的抗弹性取决于为目标提供的边界条件。
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引用次数: 0
Machine learning optimization strategy of shaped charge liner structure based on jet penetration efficiency 基于射流穿透效率的定型装药衬垫结构机器学习优化策略
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-01 DOI: 10.1016/j.dt.2024.04.006

Shaped charge liner (SCL) has been extensively applied in oil recovery and defense industries. Achieving superior penetration capability through optimizing SCL structures presents a substantial challenge due to intricate rate-dependent processes involving detonation-driven liner collapse, high-speed jet stretching, and penetration. This study introduces an innovative optimization strategy for SCL structures that employs jet penetration efficiency as the primary objective function. The strategy combines experimentally validated finite element method with machine learning (FEM-ML). We propose a novel jet penetration efficiency index derived from enhanced cutoff velocity and shape characteristics of the jet via machine learning. This index effectively evaluates the jet penetration performance. Furthermore, a multi-model fusion based on a machine learning optimization method, called XGBOOST-MFO, is put forward to optimize SCL structure over a large input space. The strategy's feasibility is demonstrated through the optimization of copper SCL implemented via the FEM-ML strategy. Finally, this strategy is extended to optimize the structure of the recently emerging CrMnFeCoNi high-entropy alloy conical liners and hemispherical copper liners. Therefore, the strategy can provide helpful guidance for the engineering design of SCL.

定形装药衬里(SCL)已广泛应用于采油和国防工业。由于涉及爆炸驱动的衬垫坍塌、高速射流拉伸和穿透等复杂的速率依赖过程,通过优化 SCL 结构实现卓越的穿透能力是一项巨大的挑战。本研究针对将射流穿透效率作为主要目标函数的 SCL 结构引入了一种创新的优化策略。该策略将经过实验验证的有限元方法与机器学习(FEM-ML)相结合。我们提出了一种新颖的射流穿透效率指标,该指标通过机器学习从增强的截止速度和射流形状特征中得出。该指标可有效评估射流穿透性能。此外,我们还提出了一种基于机器学习优化方法(XGBOOST-MFO)的多模型融合方法,用于在较大的输入空间内优化 SCL 结构。通过 FEM-ML 策略优化铜 SCL,证明了该策略的可行性。最后,该策略被扩展到最近出现的 CrMnFeCoNi 高熵合金锥形内衬和半球形铜内衬的结构优化。因此,该策略可为 SCL 的工程设计提供有益的指导。
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引用次数: 0
Ballistic performance of titanium-based layered composites made using blended elemental powder metallurgy and hot isostatic pressing 采用混合元素粉末冶金和热等静压工艺制作的钛基层状复合材料的弹道性能
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-01 DOI: 10.1016/j.dt.2024.04.002

Metal matrix composites tiles based on Ti–6Al–4V (Ti64) alloy, reinforced with 10, 20, and 40 (vol%) of either TiC or TiB particles were made using press-and-sinter blended elemental powder metallurgy (BEPM) and then bonded together into 3-layer laminated plates using hot isostatic pressing (HIP). The laminates were ballistically tested and demonstrated superior performance. The microstructure and properties of the laminates were analyzed to determine the effect of the BEPM and HIP processing on the ballistic properties of the layered plates. The effect of porosity in sintered composites on further diffusion bonding of the plates during HIP is analyzed to understand the bonding features at the interfaces between different adjacent layers in the laminate. Exceptional ballistic performance of fabricated structures was explained by a significant reduction in the residual porosity of the BEPM products by their additional processing using HIP, which provides an unprecedented increase in the hardness of the layered composites. It is argued that the combination of the used two technologies, BEPM and HIP is principally complimentary for the materials in question with the abilities to solve the essential problems of each used individually.

采用压烧结混合元素粉末冶金(BEPM)技术制成了以 Ti-6Al-4V(Ti64)合金为基础、以 10、20 和 40(体积分数)TiC 或 TiB 颗粒为增强材料的金属基复合材料瓦片,然后采用热等静压(HIP)技术将其粘合成三层层压板。层压板经过弹道测试,表现出卓越的性能。对层压板的微观结构和性能进行了分析,以确定 BEPM 和 HIP 加工对层压板弹道性能的影响。分析了烧结复合材料中的孔隙率对 HIP 期间板材进一步扩散粘合的影响,以了解层压板中不同相邻层之间界面的粘合特征。通过使用 HIP 进行额外加工,BEPM 产品的残余孔隙率显著降低,层状复合材料的硬度得到了前所未有的提高,从而解释了所制造结构的优异弹道性能。可以说,BEPM 和 HIP 这两种技术的结合对于相关材料来说是一种主要的互补技术,能够解决各自单独使用时的基本问题。
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引用次数: 0
Assessment of electrostatic discharge sensitivity of nitrogen-rich heterocyclic energetic compounds and their salts as high energy-density dangerous compounds: A study of structural variables 富氮杂环高能化合物及其盐类作为高能量密度危险化合物的静电放电敏感性评估:结构变量研究
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-01 DOI: 10.1016/j.dt.2024.04.001

Nitrogen-rich heterocyclic energetic compounds (NRHECs) and their salts have witnessed widespread synthesis in recent years. The substantial energy-density content within these compounds can lead to potentially dangerous explosive reactions when subjected to external stimuli such as electrical discharge. Therefore, developing a reliable model for predicting their electrostatic discharge sensitivity (ESD) becomes imperative. This study proposes a novel and straightforward model based on the presence of specific groups (–NH2 or -NH-, N=N+O and –NNO2, -ONO2 or -NO2) under certain conditions to assess the ESD of NRHECs and their salts, employing interpretable structural parameters. Utilizing a comprehensive dataset comprising 54 ESD measurements of NRHECs and their salts, divided into 49/5 training/test sets, the model achieves promising results. The Root Mean Square Error (RMSE), Mean Absolute Error (MAE), and Maximum Error for the training set are reported as 0.16 J, 0.12 J, and 0.5 J, respectively. Notably, the ratios RMSE(training)/RMSE(test), MAE(training)/MAE(test), and Max Error(training)/Max Error(test) are all greater than 1.0, indicating the robust predictive capabilities of the model. The presented model demonstrates its efficacy in providing a reliable assessment of ESD for the targeted NRHECs and their salts, without the need for intricate computer codes or expert involvement.

近年来,富氮杂环高能化合物(NRHECs)及其盐类被广泛合成。这些化合物中含有大量能量密度,在受到放电等外部刺激时可能会导致潜在危险的爆炸反应。因此,开发一个可靠的模型来预测这些化合物的静电放电敏感性(ESD)已成为当务之急。本研究根据特定基团(-NH2 或 -NH-、-N=N+-O- 和 -NNO2、-ONO2 或 -NO2)在特定条件下的存在情况,提出了一种新颖而直接的模型,利用可解释的结构参数来评估 NRHECs 及其盐类的 ESD。该模型利用由 54 个 NRHECs 及其盐类的 ESD 测量数据组成的综合数据集(分为 49/5 个训练/测试集),取得了令人满意的结果。据报告,训练集的均方根误差(RMSE)、平均绝对误差(MAE)和最大误差分别为 0.16 J、0.12 J 和 0.5 J。值得注意的是,RMSE(训练)/RMSE(测试)、MAE(训练)/MAE(测试)和 Max Error(训练)/Max Error(测试)之比都大于 1.0,表明该模型具有强大的预测能力。该模型无需复杂的计算机代码或专家参与,即可为目标 NRHEC 及其盐类提供可靠的 ESD 评估。
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引用次数: 0
Study on the coupling calculation method for the launch dynamics of a self-propelled artillery multibody system considering engraving process 考虑雕刻工艺的自行火炮多体系统发射动力学耦合计算方法研究
IF 5 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-01 DOI: 10.1016/j.dt.2024.04.011

The launch dynamics theory for multibody systems emerges as an innovative and efficacious approach for the study of launch dynamics, capable of addressing the challenges of complex modeling, diminished computational efficiency, and imprecise analyses of system dynamic responses found in the dynamics research of intricate multi-rigid-flexible body systems, such as self-propelled artillery. This advancement aims to enhance the firing accuracy and launch safety of self-propelled artillery. Recognizing the shortfall of overlooking the band engraving process in existing theories, this study introduces a novel coupling calculation methodology for the launch dynamics of a self-propelled artillery multibody system. This method leverages the ABAQUS subroutine interface VUAMP to compute the dynamic response of the projectile and barrel during the launch process of large-caliber self-propelled artillery. Additionally, it examines the changes in projectile resistance and band deformation in relation to projectile motion throughout the band engraving process. Comparative analysis of the computational outcomes with experimental data evidences that the proposed method offers a more precise depiction of the launch process of self-propelled artillery, thereby enhancing the accuracy of launch dynamics calculations for self-propelled artillery.

多体系统发射动力学理论是研究发射动力学的一种创新而有效的方法,能够解决复杂的多刚柔体系统(如自行火炮)动力学研究中存在的复杂建模、计算效率降低和系统动态响应分析不精确等难题。这一进步旨在提高自行火炮的射击精度和发射安全性。认识到现有理论忽略带刻过程的不足,本研究针对自行火炮多体系统的发射动力学引入了一种新型耦合计算方法。该方法利用 ABAQUS 子程序接口 VUAMP 计算大口径自行火炮发射过程中弹丸和炮管的动态响应。此外,它还研究了在整个弹带雕刻过程中,弹丸阻力和弹带变形的变化与弹丸运动的关系。计算结果与实验数据的对比分析表明,所提出的方法能更精确地描述自行火炮的发射过程,从而提高自行火炮发射动力学计算的准确性。
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Defence Technology(防务技术)
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