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An improved high efficiency low error substrate integrated waveguide wideband delay line
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作者 ZHANG Hongxi WANG Pei 《中国科学院大学学报(中英文)》 北大核心 2025年第5期677-685,共9页
In this paper,a wideband true time delay line for X-band is designed to overcome the beam dispersion problem in a high-resolution spaceborne synthetic aperture radar phased array antenna system.The delay line loads th... In this paper,a wideband true time delay line for X-band is designed to overcome the beam dispersion problem in a high-resolution spaceborne synthetic aperture radar phased array antenna system.The delay line loads the electromagnetic bandgap structure on the upper surface of the substrate integrated waveguide.This is equivalent to including an additional inductance-capacitance for energy storage,which realizes the slow-wave effect.A microstrip line-SIW tapered transition structure is introduced to achieve a low loss and a large bandwidth.In the frequency band between 8-12 GHz,the measured results show that the delay multiplier of the delay line reaches 4 times,i.e.,delay line’s delay time is 4 times larger than 50Ωmicrostrip line with same length.Furthermore,the delay fluctuation,i.e.,the difference between the maximum and minimum delay as a percentage of the standard delay is only 2.5%,the insertion loss is less than-2.5 dB,and the return loss is less than-15 dB.Compared with the existing delay lines,the proposed delay line has the advantages of high delay efficiency,low delay error,wide bandwidth and low loss,which has good practical value and application prospects. 展开更多
关键词 SIW EBG low error high efficiency WIDEBAND
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Energy Efficiency Operating Indicator Forecasting and Speed Design Optimization for Polar Ice Class Merchant Vessels
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作者 LU Yu LI Chen−ran +3 位作者 ZHU Xiang−hang LI Shi−an GU Zhu−hao LIU She−wen 《船舶力学》 北大核心 2025年第6期901-911,共11页
In order to accurately forecast the main engine fuel consumption and reduce the Energy Efficiency Operational Indicator(EEOI)of merchant ships in polar ice areas,the energy transfer relationship between ship-machine-p... In order to accurately forecast the main engine fuel consumption and reduce the Energy Efficiency Operational Indicator(EEOI)of merchant ships in polar ice areas,the energy transfer relationship between ship-machine-propeller is studied by analyzing the complex force situation during ship navigation and building a MATLAB/Simulink simulation platform based on multi-environmental resistance,propeller efficiency,main engine power,fuel consumption,fuel consumption rate and EEOI calculation module.Considering the environmental factors of wind,wave and ice,the route is divided into sections,the calculation of main engine power,main engine fuel consumption and EEOI for each section is completed,and the speed design is optimized based on the simulation model for each section.Under the requirements of the voyage plan,the optimization results show that the energy efficiency operation index of the whole route is reduced by 3.114%and the fuel consumption is reduced by 9.17 t. 展开更多
关键词 Energy efficiency Operational Indicator ice-class ships segment division design optimization
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Leverage or crowd out:the National Independent Innovation Demonstration Zone policies and green innovation efficiency of enterprises
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作者 Haonan He Jiaxin Sun +2 位作者 Richard Samuel Freeman Dehong Li Shanyong Wang 《中国科学技术大学学报》 北大核心 2025年第1期32-44,31,I0001,共15页
The National Independent Innovation Demonstration Zone has been assigned the unique mission of demonstrating and leading national innovation and playing a key supportive role in enhancing green innovation.Based on the... The National Independent Innovation Demonstration Zone has been assigned the unique mission of demonstrating and leading national innovation and playing a key supportive role in enhancing green innovation.Based on the sample data of A-share listed companies in China from 2007 to 2021,we apply a multi-period difference-in-differences model to analyze whether the implementation of the National Independent Innovation Demonstration Zone policies plays a leverage effect or a crowd out effect on the green innovation efficiency of enterprises and systematically test the regulatory mechanism of government grants and media attention in the process of this influence.The empirical results show that the imple-mentation of the National Independent Innovation Demonstration Zone policies has a positive impact on the green innovation efficiency of enterprises and that the green innovation induced by this reform is not the leverage effect of additional R&D investment on the basis of the existing innovation activities of enterprises but rather the result of the reallocation of resources to crowd out existing non-green innovation.It is further found that government grants and media attention positively moderate the positive driving effect of National Independent Innovation Demonstration Zone policies on the green innovation efficiency of enterprises. 展开更多
关键词 National Independent Innovation Demonstration Zone policies green innovation efficiency leverage effect crowd out effect
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Analysis of meshing characteristics of planetary gear system considering tooth surface roughness and elastohydrodynamic lubrication
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作者 LIU Ning MA Hui +4 位作者 GUAN Hong ZHOU Sai-nan ZHAO Tian-yu CAO Peng WU Yu-ping 《Journal of Central South University》 2025年第7期2511-2534,共24页
The contact characteristics of the rough tooth surface during the meshing process are significantly affected by the lubrication state.The coupling effect of tooth surface roughness and lubrication on meshing character... The contact characteristics of the rough tooth surface during the meshing process are significantly affected by the lubrication state.The coupling effect of tooth surface roughness and lubrication on meshing characteristics of planetary gear is studied.An improved three-dimensional(3 D)anisotropic tooth surface roughness fractal model is proposed based on the experimental parameters.Considering asperity contact and elastohydrodynamic lubrication(EHL),the contact load and flexibility deformation of the tooth surface are derived,and the deformation compatibility equation of the 3 D loaded tooth contact analysis(3 D-LTCA)method is improved.The asperity of the tooth surface changes the system from EHL to mixed lubrication and reduces the stiffness of the oil film.Compared with the sun planet gear,the asperity has a greater effect on the meshing characteristics of the ring-planet gear.Compared with the proposed method,the comprehensive stiffness obtained by the traditional calculation method considering the lubrication effect is smaller,especially for the ring-planet gear.Compared with roughness,speed and viscosity,the meshing characteristics of planetary gears are most sensitive to torque. 展开更多
关键词 planetary gear tooth surface roughness three-dimensional loaded tooth contact analysis elastohydrodynamic lubrication meshing stiffness
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基于双流特征交叉融合Efficient Transformer的人脸表情识别
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作者 党宏社 孟饶辰 高宛蓉 《计算机工程与应用》 北大核心 2025年第15期251-257,共7页
面部表情识别在人机交互等现实应用中得到了越来越多的重视。为解决传统方法中由于类间相似性和类内差异引起的识别准确率低等问题,提出了一种双流特征交叉融合Efficient Transformer识别人脸表情的方法。使用IResNet50和MobileFaceNet... 面部表情识别在人机交互等现实应用中得到了越来越多的重视。为解决传统方法中由于类间相似性和类内差异引起的识别准确率低等问题,提出了一种双流特征交叉融合Efficient Transformer识别人脸表情的方法。使用IResNet50和MobileFaceNet分别提取人脸表情的图像和关键点的多尺度特征,同时采用通道注意力机制来增强关键特征并减少参数量;引入了交叉融合高效多头自注意力机制(cross fusion efficient multi-head self-attention,CFEMSA),对相同尺度的双流特征进行交叉融合,以突出面部显著特征;最后采用特征金字塔结构对不同尺度的交叉融合结果进行多尺度融合,以提高识别的准确性。提出的方法在RAF-DB、AffecNet-7和AffecNet-8数据集上的识别准确率分别为91.82%、67.46%和63.65%,实验结果证明该方法有效缓解了类间相似性和类内差异所引起的识别准确率低的问题。 展开更多
关键词 面部表情识别 efficient Transformer 交叉融合 多尺度特征 特征融合
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基于CNN和Efficient Transformer的多尺度遥感图像语义分割算法 被引量:1
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作者 张振利 胡新凯 +2 位作者 李凡 冯志成 陈智超 《浙江大学学报(工学版)》 北大核心 2025年第4期778-786,共9页
针对现有方法存在遥感图像的多尺度地物特征提取困难和目标边缘分割不准确的问题,提出新的语义分割算法.利用CNN和Efficient Transformer构建双编码器,解耦上下文信息和空间信息.提出特征融合模块加强编码器间的信息交互,有效融合全局... 针对现有方法存在遥感图像的多尺度地物特征提取困难和目标边缘分割不准确的问题,提出新的语义分割算法.利用CNN和Efficient Transformer构建双编码器,解耦上下文信息和空间信息.提出特征融合模块加强编码器间的信息交互,有效融合全局上下文信息和局部细节信息.构建分层Transformer结构提取不同尺度的特征信息,使编码器有效专注不同尺度的物体.提出边缘细化损失函数,缓解遥感图像目标边缘分割不准确的问题.实验结果表明,在ISPRS Vaihingen和ISPRS Potsdam数据集上,所提算法的平均交并比(MIoU)分别为72.45%和82.29%.在SAMRS数据集中的SOTA、SIOR和FAST子集上,所提算法的MIoU分别为88.81%、97.29%和86.65%,总体精度和平均交并比指标均优于对比模型.所提算法在各类不同尺度的目标上有较好的分割性能. 展开更多
关键词 遥感图像 语义分割 双编码器结构 特征融合 efficient Transformer
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基于LoRa Mesh的智慧医疗测量系统
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作者 梁欢 简明 +3 位作者 刘娟 刘莹 许彦洁 刘桠 《电子测量与仪器学报》 北大核心 2025年第6期154-164,共11页
针对慢性病患者长期管理中对生理指标与环境因素同步监测的需求,设计了一种基于LoRa Mesh的智慧医疗测量系统。系统采用RadioHead协议栈实现自组织的多跳Mesh通信,部署于医院内分泌科住院部,结合环境感知与患者健康监测,节点通过LoRa模... 针对慢性病患者长期管理中对生理指标与环境因素同步监测的需求,设计了一种基于LoRa Mesh的智慧医疗测量系统。系统采用RadioHead协议栈实现自组织的多跳Mesh通信,部署于医院内分泌科住院部,结合环境感知与患者健康监测,节点通过LoRa模块传输数据至中央网关,并接入云端服务器进行存储与可视化。通过扩展仿真平台LoRaMeshSim,模拟了74个节点分布在18间病房与公共区域的场景,测试不同数据包长度与发送速率条件下的系统性能。实验结果显示,在数据发送速率为1包/h时,系统数据投递率高于99.5%;当发送速率升至26包/h时,投递率下降至约83.2%。同时,数据包长度增加导致信号冲突次数上升,150 bytes数据包的平均冲突次数比30 bytes增加了约2.1倍。研究分析表明,系统在中低数据负载下具有良好的稳定性与扩展性,而在高负载条件下,信号冲突和节点收发冲突成为主要性能瓶颈。提出未来可通过自适应扩频因子与智能路由算法进一步提升系统稳定性与能效。此外,在实验室环境中搭建了小规模LoRa Mesh网络进行实测验证,确认了系统在实际场景下的可用性与通信稳定性。 展开更多
关键词 智慧医疗 LoRa mesh 慢性病监测 无线传感器网络 数据投递率
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双模介质通信mesh网络吞吐量分析与优化
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作者 苏展 文博 朱晓荣 《电信科学》 北大核心 2025年第7期56-70,共15页
面向低压配电网的双模介质通信系统,凭借电力线载波与无线通信介质在传输特性上的互补优势,有望承载新型智慧电网业务的容量需求。然而,配电网复杂的层级拓扑结构、双模介质的传输协作机制和资源公平性分配的多重约束等,使精确建立容量... 面向低压配电网的双模介质通信系统,凭借电力线载波与无线通信介质在传输特性上的互补优势,有望承载新型智慧电网业务的容量需求。然而,配电网复杂的层级拓扑结构、双模介质的传输协作机制和资源公平性分配的多重约束等,使精确建立容量分析模型面临诸多挑战。因此,针对以上挑战开展双模介质通信的大规模配电mesh网络上行负载能力研究。首先,根据mesh子网中设备层级结构建立多跳信息流吞吐量模型,引入跳频机制、设备半双工机制等约束,提出解决信息流的资源分配不公平问题的满意度函数,形成单子网吞吐量优化问题。其次,结合多子网间干扰约束,形成整数约束的多子网吞吐量优化问题,所得最优解为大规模mesh网络的上行负载能力。仿真结果表明,双模通信较单模通信网络吞吐量有50%以上的提升,所提的资源分配算法较传统资源分配算法吞吐量提升了10%,且通过提升网络并发能力和主控节点接收能力可获得较大的网络负载能力增益。 展开更多
关键词 配电物联网 双模通信 资源分配 跳频 mesh网络
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带定向天线无线Mesh网络的双令牌邻居发现算法
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作者 赵训威 吉芝璐 +3 位作者 吴晓军 张春玲 王志刚 白杰 《计算机工程与设计》 北大核心 2025年第5期1311-1317,共7页
针对带定向天线无线Mesh网络的邻居发现问题,提出一种双令牌动态异步邻居发现(D-DANDi)算法。在时间异步条件下,该算法通过节点的扇区轮换发现邻居,把已发现节点的分享信息快速加入当前节点的邻居表。基于迭代深入搜索思想实现双令牌并... 针对带定向天线无线Mesh网络的邻居发现问题,提出一种双令牌动态异步邻居发现(D-DANDi)算法。在时间异步条件下,该算法通过节点的扇区轮换发现邻居,把已发现节点的分享信息快速加入当前节点的邻居表。基于迭代深入搜索思想实现双令牌并行邻居发现,快速建立局部网络的拓扑。仿真结果表明,在不同节点数和不同扇区数的设置下,该算法的相关性能均优于典型异步邻居发现算法,能够提高邻居发现速度。 展开更多
关键词 无线mesh网络 定向天线 邻居发现 双令牌 并行邻居 扇区轮换 时间异步
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“配电网-无线Mesh网”双网协同灾后抢修策略
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作者 王小齐 成锐 +1 位作者 刘文霞 杨婷贺 《电力自动化设备》 北大核心 2025年第10期119-127,共9页
极端灾害事件频发加剧了通信失效风险,而城市配电网灾后抢修策略多将通信失效简化为固定延时,难以合理量化其影响,致使通信保障与抢修决策无法有效联动。为此,提出了一种考虑配电网故障抢修与通信布设时序耦合影响的“配电网-无线Mesh... 极端灾害事件频发加剧了通信失效风险,而城市配电网灾后抢修策略多将通信失效简化为固定延时,难以合理量化其影响,致使通信保障与抢修决策无法有效联动。为此,提出了一种考虑配电网故障抢修与通信布设时序耦合影响的“配电网-无线Mesh网”双网协同灾后应急抢修策略。构建基于故障点状态与交通情况的无线Mesh自组网布设模型,设计高效可靠的临时通信基站布设方案;建立计及通信状态的配电网抢修模型,制定提升配电网抢修效率的最优策略;采用滚动时域优化模型对双网协同灾后抢修策略进行迭代求解,并在改进IEEE 33节点配电网中进行仿真分析。结果表明,双网协同策略相比传统单网策略可将总抢修时间缩短1h以上,总负荷损失减少约22.07%,综合损失值降低20.95%,验证了所提策略的可行性以及有效性。 展开更多
关键词 配电网 无线mesh 极端灾害 通信基站 交通动态变化 故障抢修策略
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Machine learning optimization strategy of shaped charge liner structure based on jet penetration efficiency
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作者 Ziqi Zhao Tong Li +6 位作者 Donglin Sheng Jian Chen Amin Yan Yan Chen Haiying Wang Xiaowei Chen Lanhong Dai 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第9期23-41,共19页
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... 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. 展开更多
关键词 Jet penetration efficiency Shaped charge liner FEM-ML XGBOOST MFO High-entropy alloy
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Reheat effect on the improvement in efficiency of the turbine driven by pulse detonation
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作者 Junyu Liu Zhiwu Wang +3 位作者 Zixu Zhang Junlin Li Weifeng Qin Jingjing Huang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第1期200-210,共11页
Due to the strong unsteadiness of pulse detonation,large flow losses are generated when the detonation wave interacts with the turbine blades,resulting in low turbine efficiency.Considering that the flow losses are di... Due to the strong unsteadiness of pulse detonation,large flow losses are generated when the detonation wave interacts with the turbine blades,resulting in low turbine efficiency.Considering that the flow losses are dissipated into the gas as heat energy,some of them can be recycled during the expansion process in subsequent stages by the reheat effect,which should be helpful to improve the detonationdriven turbine efficiency.Taking this into account,this paper developed a numerical model of the detonation chamber coupled with a two-stage axial turbine,and a stoichiometric hydrogen-air mixture was used.The improvement in turbine efficiency attributable to the reheat effect was calculated by comparing the average efficiency of the stages with the efficiency of the two-stage turbine.The research indicated that the first stage was critical in suppressing the flow unsteadiness caused by pulse detonation,which stabilized the intake condition of the second stage and consequently allowed much of the flow losses from the first stage to be recycled,so that the efficiency of the two-stage turbine was improved.At a 95%confidence level,the efficiency improvement was stable at 4.5%—5.3%,demonstrating that the reheat effect is significant in improving the efficiency of the detonation-driven turbine. 展开更多
关键词 Pulse detonation turbine engine Hydrogen detonation Turbine efficiency Reheat effect Multi-cycle detonation
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Improving path planning efficiency for underwater gravity-aided navigation based on a new depth sorting fast search algorithm
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作者 Xiaocong Zhou Wei Zheng +2 位作者 Zhaowei Li Panlong Wu Yongjin Sun 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第2期285-296,共12页
This study focuses on the improvement of path planning efficiency for underwater gravity-aided navigation.Firstly,a Depth Sorting Fast Search(DSFS)algorithm was proposed to improve the planning speed of the Quick Rapi... This study focuses on the improvement of path planning efficiency for underwater gravity-aided navigation.Firstly,a Depth Sorting Fast Search(DSFS)algorithm was proposed to improve the planning speed of the Quick Rapidly-exploring Random Trees*(Q-RRT*)algorithm.A cost inequality relationship between an ancestor and its descendants was derived,and the ancestors were filtered accordingly.Secondly,the underwater gravity-aided navigation path planning system was designed based on the DSFS algorithm,taking into account the fitness,safety,and asymptotic optimality of the routes,according to the gravity suitability distribution of the navigation space.Finally,experimental comparisons of the computing performance of the ChooseParent procedure,the Rewire procedure,and the combination of the two procedures for Q-RRT*and DSFS were conducted under the same planning environment and parameter conditions,respectively.The results showed that the computational efficiency of the DSFS algorithm was improved by about 1.2 times compared with the Q-RRT*algorithm while ensuring correct computational results. 展开更多
关键词 Depth Sorting Fast Search algorithm Underwater gravity-aided navigation Path planning efficiency Quick Rapidly-exploring Random Trees*(QRRT*)
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矿井Mesh无线多跳路径流内竞争分析及约束方法
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作者 李昀 《工矿自动化》 北大核心 2025年第4期74-85,共12页
针对现有无线Mesh网络的多跳带宽无法支撑实时音视频类大通量业务的问题,分析了矿井Mesh无线多跳路径流内竞争机制,揭示了多跳带宽损失机理。指出大于6跳的多跳中继系统存在最优收敛比,具备约束多跳带宽1/n(n为链路数量)下降趋势的可能... 针对现有无线Mesh网络的多跳带宽无法支撑实时音视频类大通量业务的问题,分析了矿井Mesh无线多跳路径流内竞争机制,揭示了多跳带宽损失机理。指出大于6跳的多跳中继系统存在最优收敛比,具备约束多跳带宽1/n(n为链路数量)下降趋势的可能性,小于等于6跳的多跳中继系统不能约束1/n下降趋势。决定多跳中继系统存在最优收敛比的关键因素是载波侦听距离与稳定通信距离之比Δ_(S):当路径节点按Δ_(S)=2均匀分布时,多跳带宽存在最优收敛比1/6;由于矿井无线传输的分界特性,Δ_(S)≈3,导致矿井内路径节点均匀分布时的多跳带宽最优收敛比为1/8;矿井无线覆盖的不对称、不稳定特性造成节点不能均匀分布,因此模拟矿井10跳路径的多跳带宽最优收敛比为1/5。基于约束竞争范围的思想,提出异频分段串联混合组建链状网络的方法,在不修改Mesh协议的条件下,利用频率分割路径使流内竞争范围约束在各条路径内。实验结果表明,当无线链路数量大于10跳时,链状网络的首末带宽大于传统Mesh多跳路径的多跳带宽,同时收敛比也大于1/n,验证了该方法约束多跳带宽1/n下降趋势的可行性。 展开更多
关键词 矿井mesh 矿井无线中继通信 无线多跳路径 流内竞争 多跳带宽 最优收敛比 异频分段
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基于EfficientNetV2的PCB缺陷检测算法 被引量:1
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作者 尹嘉超 吕耀文 +1 位作者 索科 黄玺 《计算机辅助设计与图形学学报》 北大核心 2025年第7期1260-1269,共10页
印刷电路板(PCB)是一种高精密的电子元器件,其优良与否对电子产品的质量有着重要影响.但现有的PCB缺陷检测算法存在着检测精度不高,特别是缺陷定位不够精确等问题.针对以上问题,提出一种基于EfficientNetV2的PCB缺陷检测算法.在Faster R... 印刷电路板(PCB)是一种高精密的电子元器件,其优良与否对电子产品的质量有着重要影响.但现有的PCB缺陷检测算法存在着检测精度不高,特别是缺陷定位不够精确等问题.针对以上问题,提出一种基于EfficientNetV2的PCB缺陷检测算法.在Faster R-CNN的基础上,通过选用特征提取能力更强的EfficientNetV2_M作为特征提取网络,同时使用通道注意力机制(ECA)对特征融合网络FPN进行优化,提高了细节信息提取能力.在北京大学智能机器人开放实验室发布的PCB瑕疵数据集上的实验结果表明,相较于目前检测效果最好的PCB缺陷检测算法LWN-Net,改进后的缺陷检测算法在IoU=0.50时mAP由99.58%提升到99.66%;在IoU=[0.50:0.95]时mAP由52.6%提升到79.4%.该网络在提升了PCB的检测精度的同时,解决了缺陷定位不够精确的问题,实现了高精度的PCB缺陷检测,具有一定的实际意义.代码已经开源在https://github.com/ChaO989/Defect_detection. 展开更多
关键词 印刷电路板 efficientNetV2 缺陷检测 Faster R-CNN 高效通道注意力
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An improved efficient adaptive method for large-scale multiexplosives explosion simulations
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作者 Tao Li Cheng Wang Baojun Shi 《Defence Technology(防务技术)》 2025年第3期28-47,共20页
Shock wave caused by a sudden release of high-energy,such as explosion and blast,usually affects a significant range of areas.The utilization of a uniform fine mesh to capture sharp shock wave and to obtain precise re... Shock wave caused by a sudden release of high-energy,such as explosion and blast,usually affects a significant range of areas.The utilization of a uniform fine mesh to capture sharp shock wave and to obtain precise results is inefficient in terms of computational resource.This is particularly evident when large-scale fluid field simulations are conducted with significant differences in computational domain size.In this work,a variable-domain-size adaptive mesh enlargement(vAME)method is developed based on the proposed adaptive mesh enlargement(AME)method for modeling multi-explosives explosion problems.The vAME method reduces the division of numerous empty areas or unnecessary computational domains by adaptively suspending enlargement operation in one or two directions,rather than in all directions as in AME method.A series of numerical tests via AME and vAME with varying nonintegral enlargement ratios and different mesh numbers are simulated to verify the efficiency and order of accuracy.An estimate of speedup ratio is analyzed for further efficiency comparison.Several large-scale near-ground explosion experiments with single/multiple explosives are performed to analyze the shock wave superposition formed by the incident wave,reflected wave,and Mach wave.Additionally,the vAME method is employed to validate the accuracy,as well as to investigate the performance of the fluid field and shock wave propagation,considering explosive quantities ranging from 1 to 5 while maintaining a constant total mass.The results show a satisfactory correlation between the overpressure versus time curves for experiments and numerical simulations.The vAME method yields a competitive efficiency,increasing the computational speed to 3.0 and approximately 120,000 times in comparison to AME and the fully fine mesh method,respectively.It indicates that the vAME method reduces the computational cost with minimal impact on the results for such large-scale high-energy release problems with significant differences in computational domain size. 展开更多
关键词 Large-scale explosion Shock wave Adaptive method Fluid field simulations efficient method
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Optimization of mesh characteristics of gear pair considering influence of assembly errors
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作者 ZHAO Xiao-jian MA Hui +5 位作者 MA Ze-yu LIU Jia-qi CAO Peng WU Yu-ping DING Xiang-fu ZHAO Tian-yu 《Journal of Central South University》 2025年第4期1400-1430,共31页
Gear assembly errors can lead to the increase of vibration and noise of the system,which affect the stability of system.The influence can be compensated by tooth modification.Firstly,an improved three-dimensional load... Gear assembly errors can lead to the increase of vibration and noise of the system,which affect the stability of system.The influence can be compensated by tooth modification.Firstly,an improved three-dimensional loaded tooth contact analysis(3D-LTCA)method which can consider tooth modification and coupling assembly errors is proposed,and mesh stiffness calculated by proposed method is verified by MASTA software.Secondly,based on neural network,the surrogate model(SM)that maps the relationship between modification parameters and mesh mechanical parameters is established,and its accuracy is verified.Finally,SM is introduced to establish an optimization model with the target of minimizing mesh stiffness variations and obtaining more even load distribution on mesh surface.The results show that even considering training time,the efficiency of gear pair optimization by surrogate model is still much higher than that by LTCA method.After optimization,the mesh stiffness fluctuation of gear pair with coupling assembly error is reduced by 34.10%,and difference in average contact stresses between left and right regions of the mesh surface is reduced by 62.84%. 展开更多
关键词 helical gear mesh characteristics gear tooth modification assembly errors neural network multi-objective optimization
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A methodology to simulate interior and intermediate ballistics with dynamic mesh technique and lumped parameter code
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作者 G.Guermonprez T.Gaillard +2 位作者 J.Dupays J.Anthoine R.Demarthon 《Defence Technology(防务技术)》 2025年第7期447-464,共18页
The aim of this paper is to simulate and study the early moments of the reactive ballistics of a large caliber projectile fired from a gun,combining 0D and 2D axisymmetric Computational Fluid Dynamics(CFD)approaches.F... The aim of this paper is to simulate and study the early moments of the reactive ballistics of a large caliber projectile fired from a gun,combining 0D and 2D axisymmetric Computational Fluid Dynamics(CFD)approaches.First,the methodology is introduced with the development of an interior ballistics(IB)lumped parameter code(LPC),integrating an original image processing method for calculating the specific regression of propellant grains that compose the gun propellant.The ONERA CFD code CEDRE,equipped with a Dynamic Mesh Technique(DMT),is then used in conjunction with the developed LPC to build a dedicated methodology to calculate IB.First results obtained on the AGARD gun and 40 mm gun test cases are in a good agreement with the existing literature.CEDRE is also used to calculate inter-mediate ballistics(first milliseconds of free flight of the projectile)with a multispecies and reactive approach either starting from the gun muzzle plane or directly following IB.In the latter case,an inverse problem involving a Latin hypercube sampling method is used to find a gun propellant configuration that allows the projectile to reach a given exit velocity and base pressure when IB ends.The methodology developed in this work makes it possible to study the flame front of the intermediate flash and depressurization that occurs in a base bleed(BB)channel at the gun muzzle.Average pressure variations in the BB channel during depressurization are in good agreement with literature. 展开更多
关键词 Intermediate ballistics Interior ballistics(IB) Lumped parameter code(LPC) Form function Dynamic mesh
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基于强化学习的大规模多模Mesh网络联合路由选择及资源调度算法 被引量:13
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作者 朱晓荣 贺楚闳 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第7期2773-2782,共10页
为了平衡新型电力系统中大规模多模Mesh网络的传输可靠性和效率,该文在对优化问题进行描述和分析的基础上提出一种基于强化学习的大规模多模Mesh网络联合路由选择及资源调度算法,分为两个阶段。在第1阶段中,根据网络拓扑结构信息和业务... 为了平衡新型电力系统中大规模多模Mesh网络的传输可靠性和效率,该文在对优化问题进行描述和分析的基础上提出一种基于强化学习的大规模多模Mesh网络联合路由选择及资源调度算法,分为两个阶段。在第1阶段中,根据网络拓扑结构信息和业务需求,利用一种多条最短路径路由算法,输出所有最短路径。在第2阶段中,提出一种基于多臂老虎机(MAB)的资源调度算法,该算法基于得到的最短路径集合构建MAB的摇臂,然后根据业务需求计算回报,最终给出最优的路由选择及资源调度方式用于业务传输。仿真结果表明,所提算法能够满足不同的业务传输需求,实现端到端路径的平均时延和平均传输成功率的高效平衡。 展开更多
关键词 mesh网络 路由选择 资源调度 多臂老虎机 强化学习
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基于Cross-efficiency DEA的中间站运营绩效分析 被引量:4
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作者 朱昌锋 《铁道科学与工程学报》 CAS CSCD 2010年第6期95-99,共5页
根据传统DEA存在的局限性,在有关文献研究的基础上,提出了基于Cross-efficiency DEA模型的中间站绩效分析方法,在调查收集影响中间站运营绩效基础数据的基础上,利用灰色关联分析法提取了评价指标体系,采用Cross-efficiency DEA模型对中... 根据传统DEA存在的局限性,在有关文献研究的基础上,提出了基于Cross-efficiency DEA模型的中间站绩效分析方法,在调查收集影响中间站运营绩效基础数据的基础上,利用灰色关联分析法提取了评价指标体系,采用Cross-efficiency DEA模型对中间站运营绩效进行了分析、评价和测算,并运用MATLAB软件编程进行了求解,获得了各中间站源配置效率的排序,在对非DEA有效的决策单元进行投影分析的基础上,识别出影响决策单元运营绩效的关键因素,为改进非DEA有效决策单元提供了一个可行方案。最后利用实例验证了该模型的有效性、科学性,分析结果表明:Cross-efficiency DEA模型基本能够反映决策单元运行效率的现实状况。 展开更多
关键词 铁路 中间站 Cross-efficiency DEA 运营绩效
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