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Characterization of combined blast- and fragments-induced synergetic damage in polyurea coated liquid-filled container 聚脲涂层充液容器中爆炸和碎片共同诱发的协同损伤的特征
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-21 DOI: 10.1016/j.dt.2024.08.009
Chen Tao, Chong Ji, Xin Wang, Juan Gu, Yuting Wang, Changxiao Zhao
Liquid-filled containers (LFC) are widely used to store and transport petroleum, chemical reagents, and other resources. As an important target of military strikes and terrorist bombings, LFC are vulnerable to blast waves and fragments. To explore the protective effect of polyurea elastomer on LFC, the damage characteristics of polyurea coated liquid-filled container (PLFC) under the combined loading of blast shock wave and fragments were studied experimentally. The microstructure of the polyurea layer was observed by scanning electron microscopy, and the fracture and self-healing phenomena were analyzed. The simulation approach was used to explain the combined blast- and fragments-induced on the PLFC in detail. Finally, the effects of shock wave and fragment alone and in combination on the damage of PLFC were comprehensively compared. Results showed that the polyurea reduces the perforation rate of the fragment to the LFC, and the self-healing phenomenon could also reduce the liquid loss rate inside the container. The polyurea reduces the degree of depression in the center of the LFC, resulting in a decrease in the distance between adjacent fragments penetrating the LFC, and an increase in the probability of transfixion and fracture between holes. Under the close-in blast, the detonation shock wave reached the LFC before the fragment. Polyurea does not all have an enhanced effect on the protection of LFC. The presence of internal water enhances the anti-blast performance of the container, and the hydrodynamic ram (HRAM) formed by the fragment impacting the water aggravated the plastic deformation of the container. The combined action has an enhancement effect on the deformation of the LFC. The depth of the container depression was 27% higher than that of the blast shock wave alone; thus, it cannot be simply summarized as linear superposition.
充液容器 (LFC) 广泛用于储存和运输石油、化学试剂和其他资源。作为军事打击和恐怖爆炸的重要目标,充液容器很容易受到爆炸波和碎片的伤害。为了探索聚脲弹性体对充液容器的保护作用,实验研究了聚脲涂层充液容器(PLFC)在爆炸冲击波和碎片共同作用下的损伤特征。通过扫描电子显微镜观察了聚脲层的微观结构,分析了聚脲层的断裂和自修复现象。采用模拟方法详细解释了冲击波和碎片对聚脲层的综合影响。最后,综合比较了冲击波和碎片单独及组合对 PLFC 损伤的影响。结果表明,聚脲降低了碎片对 LFC 的穿孔率,自愈现象也降低了容器内的液体流失率。聚脲降低了 LFC 中心的凹陷程度,导致相邻碎片穿透 LFC 的距离减小,孔与孔之间的吸附和断裂概率增加。在近距离爆炸下,爆炸冲击波先于碎片到达 LFC。聚脲并非对 LFC 的保护都有增强作用。内部水的存在增强了容器的抗爆性能,碎片撞击水形成的水动力冲撞(HRAM)加剧了容器的塑性变形。这两种作用对 LFC 的变形有增强作用。集装箱的凹陷深度比单独的爆炸冲击波高出 27%,因此不能简单地将其概括为线性叠加。
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引用次数: 0
FedCLCC: A personalized federated learning algorithm for edge cloud collaboration based on contrastive learning and conditional computing FedCLCC:基于对比学习和条件计算的边缘云协作个性化联合学习算法
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-21 DOI: 10.1016/j.dt.2024.08.015
Kangning Yin, Xinhui Ji, Yan Wang, Zhiguo Wang
Federated learning (FL) is a distributed machine learning paradigm for edge cloud computing. FL can facilitate data-driven decision-making in tactical scenarios, effectively addressing both data volume and infrastructure challenges in edge environments. However, the diversity of clients in edge cloud computing presents significant challenges for FL. Personalized federated learning (pFL) received considerable attention in recent years. One example of pFL involves exploiting the global and local information in the local model. Current pFL algorithms experience limitations such as slow convergence speed, catastrophic forgetting, and poor performance in complex tasks, which still have significant shortcomings compared to the centralized learning. To achieve high pFL performance, we propose FedCLCC: Federated Contrastive Learning and Conditional Computing. The core of FedCLCC is the use of contrastive learning and conditional computing. Contrastive learning determines the feature representation similarity to adjust the local model. Conditional computing separates the global and local information and feeds it to their corresponding heads for global and local handling. Our comprehensive experiments demonstrate that FedCLCC outperforms other state-of-the-art FL algorithms.
联合学习(FL)是一种适用于边缘云计算的分布式机器学习范例。FL 可以促进战术场景中的数据驱动决策,有效解决边缘环境中的数据量和基础设施挑战。然而,边缘云计算中客户端的多样性给联合学习带来了巨大挑战。近年来,个性化联合学习(pFL)受到了广泛关注。个性化联合学习的一个例子是利用本地模型中的全局和局部信息。目前的 pFL 算法存在收敛速度慢、灾难性遗忘、在复杂任务中表现不佳等局限性,与集中式学习相比仍有明显不足。为了实现较高的 pFL 性能,我们提出了 FedCLCC:Federated Contrastive Learning and Conditional Computing(联邦对比学习和条件计算)。FedCLCC 的核心是使用对比学习和条件计算。对比学习确定特征表示的相似性,从而调整局部模型。条件计算将全局和局部信息分离开来,并将其反馈到相应的头部进行全局和局部处理。我们的综合实验证明,FedCLCC 优于其他最先进的 FL 算法。
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引用次数: 0
Experimental investigation on the anti-detonation performance of composite structure containing foam geopolymer backfill material 含泡沫土工聚合物回填材料的复合结构抗爆性能实验研究
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-19 DOI: 10.1016/j.dt.2024.08.011
Hang Zhou, Hujun Li, Zhen Wang, Dongming Yan, Wenxin Wang, Guokai Zhang, Zirui Cheng, Song Sun, Mingyang Wang
The compression and energy absorption properties of foam geopolymers increase stress wave attenuation under explosion impacts, reducing the vibration effect on the structure. Explosion tests were conducted using several composite structure models, including a concrete lining structure (CLS) without foam geopolymer and six foam geopolymer composite structures (FGCS) with different backfill parameters, to study the dynamic response and wave dissipation mechanisms of FGCS under explosive loading. Pressure, strain, and vibration responses at different locations were synchronously tested. The damage modes and dynamic responses of different models were compared, and how wave elimination and energy absorption efficiencies were affected by foam geopolymer backfill parameters was analyzed. The results showed that the foam geopolymer absorbed and dissipated the impact energy through continuous compressive deformation under high strain rates and dynamic loading, reducing the strain in the liner structure by 52% and increasing the pressure attenuation rate by 28%. Additionally, the foam geopolymer backfill reduced structural vibration and liner deformation, with the FGCS structure showing 35% less displacement and 70% less acceleration compared to the CLS. The FGCS model with thicker, less dense foam geopolymer backfill, having more pores and higher porosity, demonstrated better compression and energy absorption under dynamic impact, increasing stress wave attenuation efficiency. By analyzing the stress wave propagation and the compression characteristics of the porous medium, it was concluded that the stress transfer ratio of FGCS-ρ-579 was 77% lower than that of CLS, and the transmitted wave energy was 90% lower. The results of this study provide a scientific basis for optimizing underground composite structure interlayer parameters.
泡沫土工聚合物的压缩和吸能特性增加了爆炸冲击下的应力波衰减,降低了对结构的振动影响。利用几种复合结构模型(包括不含泡沫土工聚合物的混凝土衬砌结构(CLS)和六种具有不同回填参数的泡沫土工聚合物复合结构(FGCS))进行了爆炸试验,以研究爆炸荷载下泡沫土工聚合物复合结构的动态响应和消波机制。对不同位置的压力、应变和振动响应进行了同步测试。比较了不同模型的破坏模式和动态响应,分析了泡沫土工聚合物回填参数对消波和能量吸收效率的影响。结果表明,在高应变率和动态加载条件下,泡沫土工聚合物通过连续压缩变形吸收和消散了冲击能量,使衬垫结构的应变降低了 52%,压力衰减率提高了 28%。此外,泡沫土工聚合物回填减少了结构振动和衬垫变形,与 CLS 相比,FGCS 结构的位移减少了 35%,加速度减少了 70%。FGCS 模型的泡沫土工聚合物回填材料更厚、密度更低、孔隙更多和孔隙率更高,在动态冲击下具有更好的压缩和能量吸收能力,提高了应力波衰减效率。通过分析应力波的传播和多孔介质的压缩特性,得出结论:FGCS-ρ-579 的应力传递比比 CLS 低 77%,传递的波能低 90%。该研究结果为优化地下复合结构夹层参数提供了科学依据。
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引用次数: 0
Damage analysis caused by 60Co ions in functionally graded materials 60Co 离子在功能分级材料中造成的损伤分析
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-19 DOI: 10.1016/j.dt.2024.08.012
Zübeyde Özkan, Uğur Gökmen, Sema Bilge Ocak
Functionally graded composite/hybrid materials (FGCM/FGHCM) were produced by adding BC, TiO, and BC+TiO ceramic materials at various ratios (0–50%) into the AA6082 matrix. The analysis of the damage caused by Co ions' (1.173–1.1332 MeV) on the material was examined using the SRIM/TRIM Monte Carlo simulation software. In the simulation, the following data regarding the atoms of the target materials were obtained: ion distribution, target ionization, total displacements, surface binding energy, lattice binding energy, and displacement energy. Among the studied four materials, the one with the highest ion range value was found to be AA6082 with 8550 Å. TiO was found to be the reinforcement material that reduced the ion range the most in the material. Due to its high binding energy, BC reinforced AA6082+(0–50%) BC FGCM was found to have the least vacancy with 4782/ion.
通过在 AA6082 基体中添加不同比例(0-50%)的 BC、TiO 和 BC+TiO 陶瓷材料,制备了功能分级复合材料/混合材料(FGCM/FGHCM)。使用 SRIM/TRIM Monte Carlo 仿真软件分析了 Co 离子(1.173-1.1332 MeV)对材料造成的破坏。在模拟过程中,获得了目标材料原子的以下数据:离子分布、目标电离、总位移、表面结合能、晶格结合能和位移能。在所研究的四种材料中,离子范围值最高的是 AA6082,为 8550 Å。由于结合能较高,BC 增强 AA6082+(0-50%)BC FGCM 的空位最少,为 4782 个/离子。
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引用次数: 0
Research status of high efficiency deep penetration welding of medium-thick plate titanium alloy: A review 中厚板钛合金高效深熔透焊接的研究现状:综述
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-14 DOI: 10.1016/j.dt.2024.08.004
Zhihai Dong, Ye Tian, Long Zhang, Tong Jiang, Dafeng Wang, Yunlong Chang, Donggao Chen
Titanium alloy has the advantages of high strength, strong corrosion resistance, excellent high and low temperature mechanical properties, etc., and is widely used in aerospace, shipbuilding, weapons and equipment, and other fields. In recent years, with the continuous increase in demand for medium-thick plate titanium alloys, corresponding welding technologies have also continued to develop. Therefore, this article reviews the research progress of deep penetration welding technology for medium-thick plate titanium alloys, mainly covering traditional arc welding, high-energy beam welding, and other welding technologies. Among many methods, narrow gap welding, hybrid welding, and external energy field assistance welding all contribute to improving the welding efficiency and quality of medium-thick plate titanium alloys. Finally, the development trend of deep penetration welding technology for medium-thick plate titanium alloys is prospected.
钛合金具有强度高、耐腐蚀性强、高低温力学性能优异等优点,被广泛应用于航空航天、船舶制造、武器装备等领域。近年来,随着对中厚板钛合金需求的不断增加,相应的焊接技术也在不断发展。因此,本文综述了中厚板钛合金深冲焊接技术的研究进展,主要涉及传统电弧焊、高能束焊以及其他焊接技术。在众多方法中,窄间隙焊接、混合焊接和外部能量场辅助焊接都有助于提高中厚板钛合金的焊接效率和质量。最后,展望了中厚板钛合金深熔焊接技术的发展趋势。
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引用次数: 0
Resilient multi-objective mission planning for UAV formation: A unified framework integrating task pre- and re-assignment 无人机编队的弹性多目标任务规划:整合任务预分配和重新分配的统一框架
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-13 DOI: 10.1016/j.dt.2024.08.002
Xinwei Wang, Xiaohua Gao, Lei Wang, Xichao Su, Junhong Jin, Xuanbo Liu, Zhilong Deng
Combat effectiveness of unmanned aerial vehicle (UAV) formations can be severely affected by the mission execution reliability. During the practical execution phase, there are inevitable risks where UAVs being destroyed or targets failed to be executed. To improve the mission reliability, a resilient mission planning framework integrates task pre- and re-assignment modules is developed in this paper. In the task pre-assignment phase, to guarantee the mission reliability, probability constraints regarding the minimum mission success rate are imposed to establish a multi-objective optimization model. And an improved genetic algorithm with the multi-population mechanism and specifically designed evolutionary operators is used for efficient solution. As in the task-reassignment phase, possible trigger events are first analyzed. A real-time contract net protocol-based algorithm is then proposed to address the corresponding emergency scenario. And the dual objective used in the former phase is adapted into a single objective to keep a consistent combat intention. Three cases of different scales demonstrate that the two modules cooperate well with each other. On the one hand, the pre-assignment module can generate high-reliability mission schedules as an elaborate mathematical model is introduced. On the other hand, the re-assignment module can efficiently respond to various emergencies and adjust the original schedule within a millisecond. The corresponding animation is accessible at bilibili.com/video/BV12t421w7EE for better illustration.
任务执行的可靠性会严重影响无人机编队的战斗力。在实际执行阶段,不可避免地存在无人机被摧毁或目标执行失败的风险。为了提高任务的可靠性,本文开发了一种集成了任务预分配和重新分配模块的弹性任务规划框架。在任务预分配阶段,为保证任务的可靠性,对任务最小成功率施加概率约束,建立多目标优化模型。并采用改进的遗传算法,通过多群体机制和专门设计的进化算子来实现高效求解。与任务重新分配阶段一样,首先要分析可能的触发事件。然后提出一种基于实时契约网协议的算法来解决相应的紧急场景。并将前一阶段使用的双目标调整为单一目标,以保持作战意图的一致性。三个不同规模的案例表明,这两个模块之间配合默契。一方面,由于引入了精细的数学模型,预分配模块可以生成高可靠性的任务时间表。另一方面,重新分配模块可以有效地应对各种紧急情况,并在毫秒级的时间内调整原计划。为了更好地说明问题,可在 bilibili.com/video/BV12t421w7EE 上观看相应的动画。
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引用次数: 0
Optimization of mechanical and safety properties by designing interface characteristics within energetic composites 通过设计高能复合材料的界面特性优化机械和安全性能
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-10 DOI: 10.1016/j.dt.2024.08.007
Guijun Wang, Yanqing Wu, Kun Yang, Quanzhi Xia, Fenglei Huang
The interfacial structure has an important effect on the mechanical properties and safety of the energetic material. In this work, a mesostructure model reflecting the real internal structure of PBX is established through image digital modeling and vectorization processing technology. The microscopic molecular structure model of PBX is constructed by molecular dynamics, and the interface bonding energy is calculated and transferred to the mesostructure model. Numerical simulations are used to study the influence of the interface roughness on the dynamic compression and impact ignition response of PBX, and to regulate and optimize the mechanical properties and safety of the explosive to obtain the optimal design of the surface roughness of the explosive crystal. The results show that the critical hot spot density of PBX ignition under impact loading is 0.68 mm. The improvement of crystal surface roughness can improve the mechanical properties of materials, but at the same time it can improve the impact ignition sensitivity and reduce the safety of materials. The optimal friction coefficient range for the crystal surface that satisfies both the mechanical properties and safety of PBX is 0.06–0.12. This work can provide a reference basis for the formulation design and production processing of energetic materials.
界面结构对高能材料的力学性能和安全性有重要影响。本研究通过图像数字建模和矢量化处理技术,建立了反映 PBX 真实内部结构的介观结构模型。通过分子动力学方法构建了 PBX 的微观分子结构模型,计算了界面键能并将其转移到中观结构模型中。利用数值模拟研究了界面粗糙度对 PBX 动态压缩和冲击点火响应的影响,并对炸药的力学性能和安全性进行了调控和优化,获得了炸药晶体表面粗糙度的最优设计。结果表明,PBX 在冲击加载下点燃的临界热点密度为 0.68 mm。晶体表面粗糙度的改善可以提高材料的机械性能,但同时也会提高冲击点火敏感性,降低材料的安全性。同时满足 PBX 力学性能和安全性的晶体表面最佳摩擦系数范围为 0.06-0.12。这项工作可为高能材料的配方设计和生产加工提供参考依据。
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引用次数: 0
Preparation and microwave absorption performance of SiC aerogel via sol-gel and carbonization reduction process 通过溶胶-凝胶和碳化还原工艺制备碳化硅气凝胶及其微波吸收性能
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-10 DOI: 10.1016/j.dt.2024.08.006
Xinli Ye, Pengyi Xu, Hao Yu, Shan Li, Xiaomin Ma, Wei Xu, Junxiong Zhang
SiC aerogel presents several advantageous features like lightweight and high temperature resistance when applied as microwave absorbing material. In this paper, SiC aerogel was prepared eventually followed by the sol-gel and carbonization reduction process. The results showed that the effective electromagnetic microwave absorption capacity of SiC aerogel was highly increased after being pyrolyzed at 1500 °C, which presented a minimum reflection loss value of −57.80 dB at 3.10 mm and 9.86 GHz. Besides, the electromagnetic parameters of SiC aerogel with different paraffin ratios were discussed as well as the varying electromagnetic microwave absorption performances. The minimum reflection loss value first rose then fell as the SiC/paraffin ratio increased, which demonstrated the importance of SiC content. This study establishes the theoretical foundation for the subsequent functional application of SiC aerogel.
碳化硅气凝胶作为微波吸收材料具有重量轻、耐高温等优点。本文采用溶胶凝胶法和碳化还原法制备了碳化硅气凝胶。结果表明,SiC 气凝胶在 1500 ℃ 高温热解后,其有效电磁微波吸收能力显著提高,在 3.10 mm 和 9.86 GHz 频率下的最小反射损耗值为 -57.80 dB。此外,还讨论了不同石蜡比例的碳化硅气凝胶的电磁参数以及不同的电磁微波吸收性能。随着碳化硅/石蜡比的增加,最小反射损耗值先升后降,这表明了碳化硅含量的重要性。这项研究为碳化硅气凝胶的后续功能应用奠定了理论基础。
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引用次数: 0
Critical quality indicators of high-performance polyetherimide (ULTEM) over the MEX 3D printing key generic control parameters: Prospects for personalized equipment in the defense industry 高性能聚醚酰亚胺(ULTEM)对 MEX 3D 打印关键通用控制参数的关键质量指标:国防工业个性化设备的发展前景
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-08-02 DOI: 10.1016/j.dt.2024.08.001
Nectarios Vidakis, Markos Petousis, Constantine David, Nektarios K. Nasikas, Dimitrios Sagris, Nikolaos Mountakis, Mariza Spiridaki, Amalia Moutsopoulou, Emmanuel Stratakis
Additive Manufacturing (AM) can provide customized parts that conventional techniques fail to deliver. One important parameter in AM is the quality of the parts, as a result of the material extrusion 3D printing (3D-P) procedure. This can be very important in defense-related applications, where optimum performance needs to be guaranteed. The quality of the Polyetherimide 3D-P specimens was examined by considering six control parameters, namely, infill percentage, layer height, deposition angle, travel speed, nozzle, and bed temperature. The quality indicators were the root mean square (q) and average (a) roughness, porosity, and the actual to nominal dimensional deviation. The examination was performed with optical profilometry, optical microscopy, and micro-computed tomography scanning. The Taguchi design of experiments was applied, with twenty-five runs, five levels for each control parameter, on five replicas. Two additional confirmation runs were conducted, to ensure reliability. Prediction equations were constructed to express the quality indicators in terms of the control parameters. Three modeling approaches were applied to the experimental data, to compare their efficiency, i.e., Linear Regression Model (LRM), Reduced Quadratic Regression Model, and Quadratic Regression Model (QRM). QRM was the most accurate one, still the differences were not high even considering the simpler LRM model.
快速成型制造(AM)可以提供传统技术无法提供的定制零件。增材制造的一个重要参数是零件的质量,这是材料挤压三维打印(3D-P)程序的结果。这在与国防有关的应用中非常重要,因为这些应用需要保证最佳性能。通过考虑六个控制参数,即填充百分比、层高、沉积角度、移动速度、喷嘴和床层温度,对聚醚酰亚胺 3D-P 试样的质量进行了检测。质量指标包括均方根(q)和平均(a)粗糙度、孔隙率以及实际尺寸与标称尺寸的偏差。检测采用光学轮廓仪、光学显微镜和微型计算机断层扫描。采用田口试验设计法,在五个副本上进行了二十五次试验,每个控制参数分为五个等级。另外还进行了两次确认运行,以确保可靠性。构建了预测方程,用控制参数来表示质量指标。对实验数据采用了三种建模方法来比较其效率,即线性回归模型(LRM)、减二次回归模型和二次回归模型(QRM)。QRM 是最准确的模型,但即使考虑到较简单的 LRM 模型,其差异仍然不大。
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引用次数: 0
Research on fixed-time time-varying formation of heterogeneous multi-agent systems based on tracking error observer under DoS attacks DoS 攻击下基于跟踪误差观测器的异构多代理系统定时时变编队研究
IF 5.1 2区 工程技术 Q1 Engineering Pub Date : 2024-07-30 DOI: 10.1016/j.dt.2024.07.014
Jiqing Luo, Husheng Fang, Yue Zhong, Jing Zhang, Shengli Song
In this paper, the fixed-time time-varying formation of heterogeneous multi-agent systems (MASs) based on tracking error observer under denial-of-service (DoS) attacks is investigated. Firstly, the dynamic pinning strategy is used to reconstruct the communication channel for the system that suffers from DoS attacks to prevent the discontinuous transmission information of the communication network from affecting MASs formation. Then, considering that the leader state is not available to each follower under DoS attacks, a fixed-time distributed observer without velocity information is constructed to estimate the tracking error between followers and the leader. Finally, adaptive radial basis function neural network (RBFNN) is used to approximate the unknown ensemble disturbances in the system, and the fixed-time time-varying formation scheme is designed with the constructed observer. The effectiveness of the proposed control algorithm is demonstrated by the numerical simulation.
本文研究了在拒绝服务(DoS)攻击下,基于跟踪误差观测器的异构多代理系统(MAS)的定时时变形成。首先,采用动态销钉策略为遭受 DoS 攻击的系统重建通信信道,防止通信网络传输信息不连续影响 MAS 的形成。然后,考虑到在 DoS 攻击下每个跟随者无法获得领导者的状态,构建了一个没有速度信息的固定时间分布式观测器来估计跟随者与领导者之间的跟踪误差。最后,使用自适应径向基函数神经网络(RBFNN)来近似系统中的未知集合干扰,并利用构建的观测器设计定时时变编队方案。数值仿真证明了所提控制算法的有效性。
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引用次数: 0
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Defence Technology
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