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Preparation of Light-weight Spinel Refractories by Foaming-gel Process 被引量:2
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作者 FENG Zhiyuan SHI Gan +1 位作者 ZHANG Wei KUANG Yunhui 《China's Refractories》 CAS 2013年第4期28-32,共5页
Light-weight magnesium -aluminate spinel materi- als were prepared by foaming-gel process with polyalumi- nium chloride (PAC) as gel. Effect of solid loading in initial slurry on microstructure, porosity, pore size ... Light-weight magnesium -aluminate spinel materi- als were prepared by foaming-gel process with polyalumi- nium chloride (PAC) as gel. Effect of solid loading in initial slurry on microstructure, porosity, pore size distri- bution, thermal conductivity and mechanical properties was investigated. The results show that the bulk density of the light-weight magnesium -aluminate spinel mate- rials is in the range of O. 7 1.2 g cm-3 ; pore size distribution curves show single-peak characteristics and the mean pore size is in the range of 30. 83 - 61.37 μm ; with the increase of solid loading, the linear shrinkage of the green body during firing and the permanent change in dimensions on heating at l 600 ℃ for 3 h de- crease, but the bulk density increases, the mechanical properties increase obviously; the maximum compressive strength and bending strength reach 35. 25 MPa and 9. 92 MPa, respectively, while the bulk density is 1. 16 g · cm ; and the thermal conductivity at 1 000 ℃ tea- ches 0. 371 W · m-1 . K-1 while the bulk density is O. 7 -3 g · cm 展开更多
关键词 magnesium - aluminate spinel light-weight materials foaming-gel pore size distribution thermal conductivity
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Progress in Light-weight High Entropy Alloys 被引量:2
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作者 CAI Zhihai GUO Yu +4 位作者 LIU Jian LIU Jun GUO Jie DU Xian HUANG Shaofu 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2021年第5期737-753,共17页
High entropy alloys(HEAs)possess good mechanical properties and a wide range of industrial applications.In this paper,phase formation prediction theory,microstructure,properties and preparation methods of light-weight... High entropy alloys(HEAs)possess good mechanical properties and a wide range of industrial applications.In this paper,phase formation prediction theory,microstructure,properties and preparation methods of light-weight HEAs(LWHEAs)were reviewed.The problems and challenges faced by LWHEAs development were analyzed.The results showed that many aspects are still weak and require investigation for future advanced alloys,such as clarification of the role of entropy in phase formation and properties of HEAs,improved definition and different generations division of HEAs,close-packed hexagonal(HCP)phase structure prediction and corresponding alloy design and fabrication.Finally,some suggestions were presented in this paper including in-depth research on formation mechanism of multi-component alloy phase and strengthening of large-scale HEA preparation methods via technology compounding and 3D printing technology.Also,there is a need for more research on the in-situ preparation of HEA coatings and films,as well as developing LWHEAs with superior strength and elevated temperature resistance or ultra-low temperature resistance to meet the requirements of future engineering applications. 展开更多
关键词 high entropy alloys(HEAs) light-weight MICROSTRUCTURE
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Light-Weight Design of CRH Wind Deflector Panels based on Woven Textile Sandwich Composites 被引量:4
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作者 Hualin Fan Jianfeng Ouyang +3 位作者 Fangfang Sun Peishi Yu Ning Kuang Yang Hu 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2016年第2期208-220,共13页
The woven textile sandwich composite(WTSC) is a promising lightweight composite.In bending,two competing core shearing failure modes reduce the strength;deflection induced by the core shearing deformation reduces th... The woven textile sandwich composite(WTSC) is a promising lightweight composite.In bending,two competing core shearing failure modes reduce the strength;deflection induced by the core shearing deformation reduces the flexural rigidity.To replace a solid composite laminate,the span of WTSC panel must be greater than a critical value,which was deduced on the condition that the load capacity and flexural rigidity of the WTSC panel are equal to those of the composite laminate.Three WTSC panels were tested in bending,so that the failure modes were observed,and the critical spans were determined.Using the alternative design method,the WTSC based wind deflector with reduced weight has been fabricated and mounted on the CRH(China Railway High-speed). 展开更多
关键词 sandwich CRH wind deflector light-weight design mechanical testing
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Investigation on microstructures and properties of semi-solid Al_(80)Mg_(5)Li_(5)Zn_(5)Cu_(5)light-weight high-entropy alloy during isothermal heat treatment process 被引量:1
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作者 Yong Hu Yuan-yuan Liu +3 位作者 Long-zhi Zhao Yan-chuan Tang Hai-tao Jiao De-jia Liu 《China Foundry》 SCIE CAS 2022年第6期519-527,共9页
The Al_(80)Mg_(5)Li_(5)Zn_(5)Cu_(5)light-weight high-entropy alloy with globular microstructure was fabricated by isothermal heat treatment.The effects of isothermal temperatures and holding times on the semi-solid mi... The Al_(80)Mg_(5)Li_(5)Zn_(5)Cu_(5)light-weight high-entropy alloy with globular microstructure was fabricated by isothermal heat treatment.The effects of isothermal temperatures and holding times on the semi-solid microstructure evolution were investigated.The results indicate that,with increase of the isothermal temperature,the average grain size increases and the spheroidization time shortens.With prolongation of holding time,the shape factor increases firstly and then decreases,and the average grain size decreases at first and then increases when the isothermal temperature is below 520°C,however it increases gradually at 540℃.The optimal semi-solid microstructure is obtained at 520℃ for 30 min,whose shape factor and average grain size are 0.90 and 56.4μm,respectively.Compared with as-cast Al_(80)Mg_(5)Li_(5)Zn_(5)Cu_(5) light-weight high-entropy alloy,the compressive strength and plasticity of semi-solid Al_(80)Mg_(5)Li_(5)Zn_(5)Cu_(5) light-weight high-entropy alloy are increased by 36%and 108%,respectively.The formation of semi-solid microstructures includes three stages:melting separation,spheroidization,and coarsening growth.The sluggish diffusion effect of Al_(80)Mg_(5)Li_(5)Zn_(5)Cu_(5) light-weight high-entropy alloy leads to a low coarsening rate,resulting in slow grain growth. 展开更多
关键词 light-weight high-entropy alloy SEMI-SOLID isothermal heat treatment microstructure
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A Study of Thermal Response and Flow Field Coupling Simulation around Hayabusa Capsule Loaded with Light-Weight Ablator 被引量:1
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作者 Hisashi Kihara Naoya Hirata Ken-ichi Abe 《Open Journal of Fluid Dynamics》 2013年第2期100-107,共8页
The numerical simulation of flow field around Hayabusa capsule loaded with light-weight ablator thermal response coupled with pyrolysis gas flow inside the ablator was carried out. In addition, the radiation from high... The numerical simulation of flow field around Hayabusa capsule loaded with light-weight ablator thermal response coupled with pyrolysis gas flow inside the ablator was carried out. In addition, the radiation from high temperature gas around the capsule was coupled with flow field. Hayabusa capsule reentered the atmosphere about 12 km/sec in velocity and Mach number about 30. During such an atmospheric entry, space vehicle is exposed to very savior aerodynamic heating due to convection and radiation. In this study, Hayabusa capsule was treated as a typical model of the atmospheric entry spacecraft. The light-weight ablator had porous structure, and permeability was an important parameter to analyze flow inside ablator. In this study, permeability was a variable parameter dependent on density of ablator. It is found that the effect of permeability of light-weight ablator was important with this analysis. 展开更多
关键词 light-weight Ablator COUPLING CALCULATION PYROLYSIS Gas Flow Hayabusa CAPSULE
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Ultra-thin and light-weight spoof surface plasmon polariton coupler achieved by broadside coupled split ring resonators
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作者 Ya Fan Jia-Fu Wang +3 位作者 Hua Ma Yong-Feng Li Ming-De Feng Shao-Bo Qu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第10期175-180,共6页
Low profile and light weight are very important for practical applications of a spoof surface plasmon polariton(SSPP)coupler, especially at low frequencies. In this paper, we propose and design an ultra-thin, light-... Low profile and light weight are very important for practical applications of a spoof surface plasmon polariton(SSPP)coupler, especially at low frequencies. In this paper, we propose and design an ultra-thin, light-weight SSPP coupler based on broadside coupled split ring resonators(BC-SRRs). The size of BC-SRR can be far less than λ/100 and can extremely well control the reflective phases within a subwavelength thickness. Due to the broadside capacitive coupling, the electrical size of BC-SRR is dramatically reduced to guarantee the ultra-thin thickness of the SSPP coupler. The weight of the SSPP coupler is reduced by a low occupation ratio of BC-SRR in the unit cell volume. As an example, a C-band SSPP coupler composed of phase gradient BC-SRRs is designed, fabricated, and measured. Due to the ultra-small size and low occupation ratio of BC-SRRs, the thickness of the coupler is λ/12 and the surface density is only 0.98 kg/m^2. Both simulation and experiment results verify that the coupler can achieve high-efficiency SPP coupling at 5.27 GHz under normal incidence. 展开更多
关键词 ULTRA-THIN light-weight poof surface plasmon polariton broadside coupling
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Principles and Chief Technologies in Developing Light-weighted Worsted Fabrics
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作者 Zhou Qicheng(周启澄) 《Journal of Donghua University(English Edition)》 EI CAS 2001年第3期120-122,共3页
More and more light-weighted fabrics are being required by the market, especially for the worsted manufacture.In the past, such fabrics are produced mainly through changing the structure of woven goods or by using fin... More and more light-weighted fabrics are being required by the market, especially for the worsted manufacture.In the past, such fabrics are produced mainly through changing the structure of woven goods or by using finer yarns. But these possibilities are very limited. In this paper, new devices are discussed: (1) on the yarn level- to use single yarns instead of conventional doubled ones, to decrease number of fibers in yarn cross sections beth during spinning and after finishing; (2) on the fiber level - to use finer fibers in blends with wool and modification of the wool fibers; (3) on the macromolecule level - to stretch the macromolecules in alpha keratin, to get super fine wool fibers. 展开更多
关键词 worsted fabric light-weighted develop.
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Effects of Spherical Light-weight Aggregates Additions on Workability and Mechanical Properties of Al_2O_3-SiO_2 System Castables
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作者 YU Renhong LIU Pengcheng +1 位作者 DONG Gaofeng DONG Hongqin 《China's Refractories》 CAS 2017年第4期1-6,共6页
In order to clarify the effect of spherical light-weight aggregates addition on properties of A12 07 - Si02 system castables, adopting ATO mullite traditional light-weight aggregates and ATO mullite spherical light-we... In order to clarify the effect of spherical light-weight aggregates addition on properties of A12 07 - Si02 system castables, adopting ATO mullite traditional light-weight aggregates and ATO mullite spherical light-weight aggre- gates, bauxite homogenization powder, microsilica , cal- cium aluminate cement as main raw materials, light- weight Al2 03 - SiO2 system castables were prepared by replacing conventional light-weight aggregate with spherical light-weight aggregates. The effects of spheri- cal light-weight aggregates addition on workability, me- chanical properties of castables after heated at different temperatures were researched; the microstructure of the aggregates was analyzed by SEM. The result shows that the introduction of spherical light-weight aggregates can significantly improve the flowability and reduce the water addition of the castables. Water demand of the castable is reduced from 18% with the conventional light-weight aggregates to 14% with spherical light-weight aggre- gates. In addition, light-weight castables prepared by spherical aggregates can keep the same workability with- in a wider range of water addition. Therefore, spherical aggregates are user-friendly. The introduction of spheri- cal light-weight aggregates is favorable to packing densi- ty and mechanical properties of castables, such as cold crushing strength, cold modulus of rupture, hot modulus of rupture at 1 200℃. 展开更多
关键词 spherical light-weight aggregates ability mechanical properties alumina - silica castables work- system
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Effect of Commercial Synthappret BAP Treatment on the Tailorability of Light-Weight Worsted Wool Fabrics
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作者 王革辉 张渭源 +3 位作者 Postle R. Phillips D. 《Journal of Donghua University(English Edition)》 EI CAS 2001年第2期101-104,共4页
By means of measurement with the FAST instruments, the effect of commercial Synthappret BAP treatment on the tailorability of light-weight wool worsted fabrics has been investigated. It was found that the commercial S... By means of measurement with the FAST instruments, the effect of commercial Synthappret BAP treatment on the tailorability of light-weight wool worsted fabrics has been investigated. It was found that the commercial Synthappret BAP treatment unproved the tailorability of the light-weight wool fabrics mainly by increasing the bending stiffness of the light-weight wool fabrics. 展开更多
关键词 light-weight wool fabric tailonibility commercial Synthappret BAP treatment FORMABILITY
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Prickle of Light-Weight Worsted Woven Wool Fabrics
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作者 王革辉 Ron Postle 张渭源 《Journal of Donghua University(English Edition)》 EI CAS 2004年第2期47-51,共5页
Using the forearm test, the prickle of 26 commercially available light-weight worsted woven wool fabrics and 7 other fiber fabrics were studied under (24±1)℃ temperature and (65±5)% RH conditions. The surfa... Using the forearm test, the prickle of 26 commercially available light-weight worsted woven wool fabrics and 7 other fiber fabrics were studied under (24±1)℃ temperature and (65±5)% RH conditions. The surface fiber diameter of part of the wool fabrics was measured using a microscope. It was found that most of the light-weight worsted woven wool fabrics gave a prickle sensation under the above conditions. The prickle sensation was significantly correlated with the mean fiber diameter of the surface hairiness. It was also found that the prickle of the light-weight worsted woven wool fabrics was significantly correlated with the number of surface fibers which were coarser than 26 μm diameter. 展开更多
关键词 light-weight wool woven fabric COMFORT PRICKLE HAIRINESS fiber diameter
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水利工程中数字孪生虚拟实体轻量化研究 被引量:4
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作者 孙少楠 董国玉 +1 位作者 焦红波 李博宇 《中国农村水利水电》 北大核心 2025年第1期168-174,共7页
近年来,数字孪生技术在水利领域正在快速发展。其中,数字孪生数据底板存储着水利工程全生命周期中的信息,存在数据量庞大、管理复杂、更新成本增加等问题。同时,以WebGL为核心引擎渲染加载的应用层数字孪生平台受网络带宽和计算机性能... 近年来,数字孪生技术在水利领域正在快速发展。其中,数字孪生数据底板存储着水利工程全生命周期中的信息,存在数据量庞大、管理复杂、更新成本增加等问题。同时,以WebGL为核心引擎渲染加载的应用层数字孪生平台受网络带宽和计算机性能的限制,面临着轻量化处理的挑战。针对数字孪生虚拟实体维度中的几何模型数据,利用改进QEM(Quadric Error Metrics,二次误差测度)算法和Low-Poly算法进行轻量化处理,选取水轮机导水机构作为案例,研究在满足数字孪生业务需求下的最优简化程度。结果表明:轻量化的处理是必要的;轻量化处理后的模型文件大小大幅度减小;在满足数字孪生精细度等级4个精度等级的简化程度的上限分别为原始数据、40%左右、70%左右、98%左右。 展开更多
关键词 数字孪生 水利工程 轻量化 QEM
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基于YOLOv5s-Ghost的PCB缺陷检测系统设计 被引量:2
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作者 冯桑 温佳旺 +1 位作者 张泳 陈兴彬 《机械设计与制造》 北大核心 2025年第3期354-357,361,共5页
这里针对常见的PCB制造缺陷,设计了一种了基于卷积神经网络的视觉检测系统。首先搭建了包括图像采集、检测结果显示与标记等模块的系统平台。通过数据采集平台拍摄PCB样本作为训练数据,使用均值滤波和数据增强技术对图像进行处理和扩充... 这里针对常见的PCB制造缺陷,设计了一种了基于卷积神经网络的视觉检测系统。首先搭建了包括图像采集、检测结果显示与标记等模块的系统平台。通过数据采集平台拍摄PCB样本作为训练数据,使用均值滤波和数据增强技术对图像进行处理和扩充,并利用SRGAN算法进行了超分辨率重建。使用GhostNET中的Ghost module对YOLOv5s进行了轻量化改进,实验结果表明,该系统具有较高的准确率,在识别准确度方面达到93%,标记准确率达到98%,同时模型的参数量压缩了48%,能够满足实际检测需求。 展开更多
关键词 机器视觉 YOLOv5 缺陷检测 轻量化
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改进YOLOv8n的轻量化PCB缺陷检测算法
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作者 刘辉 刘旭 +2 位作者 李校林 曾凡琪 王鹏江 《电子测量技术》 北大核心 2025年第13期111-119,共9页
针对现阶段PCB缺陷检测算法在模型参数量和检测精度无法同时兼顾的问题,本文提出改进YOLOv8n的轻量化PCB检测算法ST-YOLO。首先,采用轻量化主干网络StarNet替换YOLOv8n的主干网络,调整网络结构。删除大目标检测层,新增小目标检测层。其... 针对现阶段PCB缺陷检测算法在模型参数量和检测精度无法同时兼顾的问题,本文提出改进YOLOv8n的轻量化PCB检测算法ST-YOLO。首先,采用轻量化主干网络StarNet替换YOLOv8n的主干网络,调整网络结构。删除大目标检测层,新增小目标检测层。其次,颈部网络中将C2f模块与Star Block和CA注意力机制结合设计出C2f-Star-CA模块,能够更好的融合局部和全局的上下文信息。最后,设计轻量化检测头,通过使用共享卷积减少模型的参数量。实验结果表明:与YOLOv8n相比,本文算法模型参数量减少了45.5%,计算量减少了56.8%,mAP%0.5提升了0.2%,为满足移动端部署的需要提供了新的可能性。 展开更多
关键词 PCB检测 轻量化 YOLOv8n 深度学习 目标检测
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基于线性-对数响应相机的HDR图像融合算法
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作者 张磊 柳凯元 +1 位作者 李昱天石 常玉春 《液晶与显示》 北大核心 2025年第7期1046-1055,共10页
针对高动态范围(High Dynamic Range,HDR)图像生成任务,为了解决现有方法存在的多曝光图像采集时间长、动态场景存在帧间偏移、算法参数量及计算量大等问题,本文基于线性对数响应相机,提出了一种轻量化的HDR图像融合算法,并采集了一个... 针对高动态范围(High Dynamic Range,HDR)图像生成任务,为了解决现有方法存在的多曝光图像采集时间长、动态场景存在帧间偏移、算法参数量及计算量大等问题,本文基于线性对数响应相机,提出了一种轻量化的HDR图像融合算法,并采集了一个多增益灰度图像数据集。首先,使用改进的多尺度残差模块提取输入图像的多层次特征并提升特征维度;其次,将多层次特征输入引入深度可分离卷积的Attention-UNet结构中,提取特征中多层次信息并对特征进行融合;再次,使用逐点卷积对图像的深度特征进行融合,输出兼容标准显示设备的高动态范围图像,无需额外的色调映射;最后,比较各消融结构的性能及参数量和计算量,得到在保证融合效果的同时又使网络轻量化的最优解。实验结果表明,本文提出的算法在主观视觉效果和客观评价指标方面均具有较好表现,MEF-SSIM为0.9866,视觉保真度为1.76,平均梯度为3.94,空间频率为14.32。本文提出的高动态图像融合算法在多增益图像间存在显著差异的情况下仍能保持优异的融合效果和鲁棒性,且具有轻量化的特点,模型参数量仅为0.612M,计算复杂度为7.254 GFLOPs。 展开更多
关键词 高动态图像 图像融合 无监督学习 注意力机制 轻量化
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广域应变速率下轻质合金的变形行为及薄壁构件冲击液压成形工艺的应用
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作者 张士宏 夏亮亮 +3 位作者 徐勇 李昊 朱红亮 解文龙 《塑性工程学报》 北大核心 2025年第9期35-46,共12页
探讨了不同轻质合金在各种应变速率下的力学性能变化规律,并确定了二次硬化现象。基于所确定的轻质合金高应变速率增塑及降弹现象,研究了复杂板件冲击液压成形技术,探讨了铝合金、铝锂合金和钛合金在冲击液压成形条件下的塑性增强和降... 探讨了不同轻质合金在各种应变速率下的力学性能变化规律,并确定了二次硬化现象。基于所确定的轻质合金高应变速率增塑及降弹现象,研究了复杂板件冲击液压成形技术,探讨了铝合金、铝锂合金和钛合金在冲击液压成形条件下的塑性增强和降弹规律和机理。通过显微组织观察和表征揭示了塑性增加的微观机理。分析了钛合金在低速钢模弯曲和高应变速率冲击液压成形弯曲下的回弹行为,并结合宏观有限元模拟和微观组织观测揭示了回弹降低的宏微观机理。通过同时提高塑性以控制成形性和减少回弹可以控制形状精度。 展开更多
关键词 应变速率 轻质合金 增塑机理 降弹机制 冲击液压成形
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网络剪枝与知识蒸馏相结合的轻量级鸟声识别方法
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作者 申小虎 李冠宇 +1 位作者 史洪飞 王传之 《应用声学》 北大核心 2025年第2期350-361,共12页
在鸟声识别应用中,算法模型多数采用参数密集型,缺少能够搭载至被动声学监测设备的高效网络。针对EfficientNet网络结构特点,将结构化剪枝与知识蒸馏方法相结合,确保剪枝后的网络保持良好的泛化能力,能够满足不同资源配置条件下的网络... 在鸟声识别应用中,算法模型多数采用参数密集型,缺少能够搭载至被动声学监测设备的高效网络。针对EfficientNet网络结构特点,将结构化剪枝与知识蒸馏方法相结合,确保剪枝后的网络保持良好的泛化能力,能够满足不同资源配置条件下的网络需求。一方面,通过逆背包准则建立了剪枝通道与资源间的信息表述,在保留网络框架条件下完成通道剪枝。另一方面,在知识蒸馏方法中通过加入MBConv模块内部蒸馏损失分量并完成训练,确保跨组信息交换保留了剪枝前后特征映射之间的距离。通过对南京浦口区老山森林中收集的10类鸟声检测分类实验,在压缩后网络参数量仅3.0M的条件下,分类精度可达到91.64%。该文所提方法在完成网络规模压缩的同时,较好地保留了分类精度,与相同规模主流轻量级网络相比较,能更好地适应鸟声识别被动声学监测的设备需求。 展开更多
关键词 网络剪枝 知识蒸馏 鸟声识别 轻量级网络 被动声学监测
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条华蜗牛趋光性反应 被引量:1
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作者 张民照 孙新圆 +5 位作者 曾佳 蔡伟超 董恒君 魏子坤 贾子谦 张爱环 《北京农学院学报》 2025年第1期19-24,共6页
【目的】旨在探究条华蜗牛不同条件下的趋光性反应,以期为农业生产中无公害蜗牛防控措施的制定提供科学依据。【方法】用自制的暗箱测试不同光源及组合、光照强度、蜗牛大小等因素对蜗牛趋光性的影响。【结果】条华蜗牛趋光性可以分为... 【目的】旨在探究条华蜗牛不同条件下的趋光性反应,以期为农业生产中无公害蜗牛防控措施的制定提供科学依据。【方法】用自制的暗箱测试不同光源及组合、光照强度、蜗牛大小等因素对蜗牛趋光性的影响。【结果】条华蜗牛趋光性可以分为三种类型:正趋光性、负趋光性和无趋光性。在各试验条件下,正趋光性、无趋光性和负趋光性的蜗牛个体比例分别为1.67%~25.00%、3.33%~25.00%和61.67%~91.67%。负趋光性个体的数量极显著多于正趋光性和无趋光性(P<0.01)。随体重的增加,正趋光性有降低趋势,而负趋光性则有上升趋势。然而,这三种趋光性差异并不显著(P<0.05)。光照强度影响蜗牛趋光性,相同光源下,随光照强度的增强蜗牛正趋光性有下降趋势,而负趋光性呈现增加的趋势。在六种不同混合光源组合下,负趋光性都极显著高于正趋光性和无趋光性,无趋光性也高于正趋光性,除日光灯+红光灯混合光源蜗牛正趋光性和无趋光性差异不显著外,其他混合光源下三种趋光性之间差异都极显著。【结论】条华蜗牛趋光性受内外因素的影响,其中负趋光性显著高于正趋光性,说明大多数蜗牛趋暗环境。 展开更多
关键词 条华蜗牛 趋光性 体重 光色 光照强度
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一种轻量且旋转不变的激光雷达位置识别网络
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作者 张正华 陈国良 《测绘学报》 北大核心 2025年第1期90-103,共14页
激光雷达位置识别技术是自动驾驶、机器人导航等领域实现全局定位的关键技术,现有方法注重提升模型特征表达能力,但忽视保持位置识别过程对点云旋转的不变性,且存在参数量大、依赖复杂预处理流程等问题。对此,本文提出一种名为RIP-Net... 激光雷达位置识别技术是自动驾驶、机器人导航等领域实现全局定位的关键技术,现有方法注重提升模型特征表达能力,但忽视保持位置识别过程对点云旋转的不变性,且存在参数量大、依赖复杂预处理流程等问题。对此,本文提出一种名为RIP-Net的超轻量级位置识别深度学习网络。首先,快速获取场景局部区域点簇并构建底层旋转不变特征;然后,使用残差结构与注意力机制,融合多尺度信息实现局部区域的增强感知;最后,利用广义平均池化函数聚合场景全局特征,并基于特征距离实现位置识别与定位。在4个大规模场景点云数据集上的试验结果表明:RIP-Net不仅可实现对点云旋转的不变性,各项精度指标均优于现有方法,且模型参数量仅为30万,相比现有方法显著降低;此外,RIP-Net可无须数据预处理,直接使用原始点云实现精准位置识别定位,具备良好的实用性。 展开更多
关键词 激光雷达位置识别 轻量化模型 旋转不变 全局定位 深度学习
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灯光颜色对SPF鸡育雏质量的影响 被引量:1
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作者 张伟 于海波 +2 位作者 王园园 李昌文 夏长友 《畜牧与兽医》 北大核心 2025年第3期28-31,共4页
旨在通过探讨灯光颜色对SPF鸡育雏质量的影响,筛选出一种适合SPF鸡育雏期使用的灯光颜色。将360只0日龄SPF鸡随机均分为绿光组、白光组、红光组,每组3个重复,每个重复40只,分别放置在采用绿色、白色、红色LED灯管照明的饲养隔离器内,饲... 旨在通过探讨灯光颜色对SPF鸡育雏质量的影响,筛选出一种适合SPF鸡育雏期使用的灯光颜色。将360只0日龄SPF鸡随机均分为绿光组、白光组、红光组,每组3个重复,每个重复40只,分别放置在采用绿色、白色、红色LED灯管照明的饲养隔离器内,饲养至4周龄,在育雏期(0~4周龄)每周统计雏鸡存活率、增重、体重均匀度、料重比及胫骨长。结果:红光组4周的存活率显著高于其他2组(P<0.05);3组的累计4周增重情况差异不显著(P>0.05),其中红光组的增重最多;体重均匀度方面,红光组1~4周的体重均匀度均显著高于其他2组同期值(P<0.05);3组的料重比、胫骨长指标差异不显著(P<0.05);综合动物存活率、增重、体重均匀度、料重比、胫骨长这5个指标比较,红光组在存活率、增重及体重均匀度指标优于其他2组,料重比和胫骨长指标与其他2组差异不显著。综上,红光是较为理想的SPF雏鸡育雏期使用的灯光颜色。 展开更多
关键词 SPF鸡 育雏 灯光颜色 生长性能 料重比
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基于响应面的上加劲双层钢桁梁桥多目标优化算法
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作者 王凌波 郭欣军 +1 位作者 赵鹏 朱成龙 《交通运输工程学报》 北大核心 2025年第2期252-269,共18页
为优化上加劲双层钢桁梁桥设计参数,在确保结构安全性的同时降低上部结构工程量,提出了一种基于响应面的适用于多目标优化的改进AdaDelta算法。以一座公轨两用桥为依托工程,建立了关于桥梁初始设计参数的多尺度混合单元模型,进行了计算... 为优化上加劲双层钢桁梁桥设计参数,在确保结构安全性的同时降低上部结构工程量,提出了一种基于响应面的适用于多目标优化的改进AdaDelta算法。以一座公轨两用桥为依托工程,建立了关于桥梁初始设计参数的多尺度混合单元模型,进行了计算精度验证;基于桥型结构及受力特点,选取上下弦杆高度、桁架高度、加劲竖杆最大长度和桥面板厚度作为待优化结构参数,选定结构跨中活载挠度、加劲弦最大拉应力、桥面板最大弯曲应力、墩顶截面下弦杆最大压应力、腹杆最大稳定压应力和上部结构工程量为目标函数,建立了反映待优化参数与目标函数非线性关系的响应面拟合方程组;采用改进AdaDelta算法对上加劲双层钢桁梁桥的设计参数进行优化,并与PSO及NSGA-Ⅲ的优化结果进行了对比。研究结果表明:响应面法可准确拟合待优化参数与目标响应函数间的数值关系,采用轻量化方程拟合精度达97%以上、变异系数小于1%,在保证计算精度的同时大幅提升了计算效率;提出的改进AdaDelta算法保留了传统AdaDelta算法收敛速度快、优化过程抖动小的特点,引入的满意度与重要性双权重控制准则使优化结果针对性更强、工程适用性更广,多目标优化满意度结果可平均提升6%;设计参数优化后发生了结构内力重分布,结构跨中活载挠度、加劲弦最大拉应力和桥面板最大弯曲应力分别增加了10.37%、4.65%和4.99%,墩顶截面下弦杆最大压应力和腹杆最大稳定压应力分别降低了0.86%和4.34%,上部结构的工程量降低了4.11%,在保证结构安全的前提下大幅降低了工程造价。提出的算法高效且易于操作,可根据具体优化需求灵活调控权重以达成不同目标导向的设计决策,适合推广至其他体系桥梁的优化设计实践中。 展开更多
关键词 桥梁工程 钢桁梁 优化算法 响应面 轻量化 混合建模
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