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Propagation behavior of elastic waves in one-dimensional piezoelectric/piezomagnetic phononic crystal with line defects 被引量:2
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作者 Y.Pang F.-Y.Jiao J.-X.Liu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2014年第5期703-713,共11页
Using a stiffness matrix method, we in- vestigate the propagation behaviors of elastic waves in one-dimensional (1D) piezoelectric/piezomagnetic (PE/PM) phononic crystals (PCs) with line defects by calculating e... Using a stiffness matrix method, we in- vestigate the propagation behaviors of elastic waves in one-dimensional (1D) piezoelectric/piezomagnetic (PE/PM) phononic crystals (PCs) with line defects by calculating energy reflection/transmittion coefficients of quasi-pressure and quasi-shear waves. Line defects are created by the re- placement of PE or PM constituent layer. The defect modes existing in the first gap are considered and the influences on defect modes of the material properties and volume fraction of the defect layers, the type of incident waves, the location of defect layer and the number of structural layers are discussed in detail. Numerical results indicate that defect modes are the most obvious when the defect layers are inserted in the middle of the perfect PCs; the types of incidence wave and material properties of the defect layers have important effects on the numbers, the location of frequencies and the peaks of defect modes, and the defect modes are strongly de- pendent on volume fraction of the defect layers. We hope this paper will be found useful for the design of PE/PM acoustic filters or acoustic transducer with PCs structures. 展开更多
关键词 1D phononic crystal Piezoelectric/piezomag- netic. Elastic wave line defect Stiffness matrix method
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Influence of line defects on focusing in a two-dimensional photonic-crystal flat lens 被引量:1
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作者 冯志芳 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第6期467-470,共4页
We investigate in detail the influence of line defects on focusing of electromagnetic waves in a two-dimensional photonic-crystal flat lens. Through simulations, we find that a focusing can always be observed when a l... We investigate in detail the influence of line defects on focusing of electromagnetic waves in a two-dimensional photonic-crystal flat lens. Through simulations, we find that a focusing can always be observed when a line defect in the lens is introduced along the light transmission direction and the width of the line defect is less than λ/2. However, there appear two focusings when the width of the line defect is more than λ/2. When the line defect is introduced along the direction perpendicular to the transmission, there is always one focusing. 展开更多
关键词 flat lens line defect photonic crystal
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Research on resonant ring-modified photonic crystal line-defect slow-light waveguide
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作者 LIU Qianzhen MA Chengju LI Yan 《Optoelectronics Letters》 2025年第7期419-426,共8页
This paper presents a photonic crystal(PhC)line-defect slow-light waveguide modified by resonant rings.We introduce resonant rings into the line defect,constructing a slow-light waveguide with high normalized delay ba... This paper presents a photonic crystal(PhC)line-defect slow-light waveguide modified by resonant rings.We introduce resonant rings into the line defect,constructing a slow-light waveguide with high normalized delay bandwidth product(NDBP)and low group velocity dispersion(GVD).We simulate,analyze,and optimize the structural parameters of this slow-light waveguide using the finite difference time domain(FDTD)method,theoretically achieving a maximum group index of 3.7,maximum bandwidth of 15.6 nm,and maximum NDBP of 0.4416 for slow-light effect.The resonant ring-modified PhC slow-light waveguide designed in this paper exhibits GVD lower than the order of 10^(−20)s^(2)/m over a normalized frequency range from 0.3554 to 0.4175.This study is expected to provide theoretical references for the study of slow-light buffering devices based on PhCs with high NDBP values. 展开更多
关键词 finite difference time domain fdtd methodtheoretically line defect slow light waveguide normalized delay bandwidth product resonant rings low group velocity dispersion gvd we resonant ringswe maximum ndb photonic crystal
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Achieving superior performance in thermoelectric Bi_(0.4)Sb_(1.6)Te_(3.72)by enhancing texture and inducing high-density line defects 被引量:3
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作者 Junhao Qiu Yonggao Yan +11 位作者 Hongyao Xie Tingting Luo Fanjie Xia Lei Yao Min Zhang Ting Zhu Gangjian Tan Xianli Su Jinsong Wu Ctirad Uher Hongyi Jiang Xinfeng Tang 《Science China Materials》 SCIE EI CAS CSCD 2021年第6期1507-1520,共14页
Miniaturization of efficient thermoelectric(TE)devices has long been hindered by the weak mechanical strength and insufficient heat-to-electricity conversion efficiency of zone-melted(ZM)ingots.Here,we successfully pr... Miniaturization of efficient thermoelectric(TE)devices has long been hindered by the weak mechanical strength and insufficient heat-to-electricity conversion efficiency of zone-melted(ZM)ingots.Here,we successfully prepared a robust high-performance p-type Bi_(0.4)Sb_(1.6)Te_(3.72)bulk alloy by combining an ultrafast thermal explosion reaction with the spark plasma sintering(TER-SPS)process.It is observed that the introduced excess Te not only enhances the(00l)-oriented texture to ensure an outstanding power factor(PF)of 5 mW m^(−1)K^(−2),but also induces extremely high-density line defects of up to 10^(11)–10^(12)cm^(−2).Benefiting from such heavily dense line defects,the enhancement of the electronic thermal conductance from the increased electron mobility is fully compensated by the stronger phonon scattering,leading to an evident net reduction in total thermal conductivity.As a result,a superior ZT value of~1.4 at 350 K is achieved,which is 40%higher than that of commercial ZM ingots.Moreover,owing to the strengthening of grain refinement and highdensity line defects,the mechanical compressive stress reaches up to 94 MPa,which is 154%more than that of commercial single crystals.This research presents an effective strategy for the collaborative optimization of the texture,TE performance,and mechanical strength of Bi2Te3-based materials.As such,the present study contributes significantly to the future commercial development of miniature TE devices. 展开更多
关键词 THERMOELECTRIC Bi_(2)Te_(3) TEXTURE line defect micro device
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Line defects in monolayer TiSe_(2) with adsorption of Pt atoms potentially enable excellent catalytic activity 被引量:2
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作者 Zhipeng Song Juxia Yi +18 位作者 Jing Qi Qi Zheng Zhili Zhu Lei Tao Yun Cao Yan Li Zhaoyan Gao Ruizi Zhang Li Huang Geng Li Ziqiang Xu Xu Wu Yeliang Wang Chengmin Shen Yu-Yang Zhang Hongliang Lu Xiao Lin Shixuan Du Hong-Jun Gao 《Nano Research》 SCIE EI CSCD 2022年第5期4687-4692,共6页
Two-dimensional(2D)materials with defects are desired for catalysis after the adsorption of monodispersed noble metal atoms.High-performance catalysts with the absolute value of Gibbs free energy(|△GH|)close to zero,... Two-dimensional(2D)materials with defects are desired for catalysis after the adsorption of monodispersed noble metal atoms.High-performance catalysts with the absolute value of Gibbs free energy(|△GH|)close to zero,is one of the ultimate goals in the catalytic field.Here,we report the formation of monolayer titanium selenide(TiSe2)with line defects.The low-temperature scanning tunneling microscopy/spectroscopy(STM/S)measurements revealed the structure and electronic states of the line defect.Density functional theory(DFT)calculation results confirmed that the line defects were induced by selenium vacancies and the STM simulation was in good agreement with the experimental results.Further,DFT calculations show that monolayer TiSe_(2) with line defects have good catalytic activity for hydrogen evolution reaction(HER).If the defects are decorated with single Pt atom,the HER catalytic activity will be enhanced dramatically(|△GH|=0.006 eV),which is much better than Pt metal(|△GH|=0.09 eV).Line defects in monolayer TiSe_(2)/Au(111)provide a wonderful platform for the design of high-performance catalysts. 展开更多
关键词 line defects hydrogen evolution reaction monolayer titanium selenide(TiSe_(2)) scanning tunneling microscope density functionaltheorycalculation
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On-Line Defect Detection of Aluminum Coating Using Fiber Optic Sensor 被引量:4
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作者 Supriya S. PATIL A. D. SHALIGRAM 《Photonic Sensors》 SCIE EI CAS CSCD 2015年第1期72-78,共7页
Aluminum metallization using the sprayed coating for exhaust mild steel (MS) pipes of tractors is a standard practice for avoiding rusting. Patches of thin metal coats are prone to rusting and are thus considered as... Aluminum metallization using the sprayed coating for exhaust mild steel (MS) pipes of tractors is a standard practice for avoiding rusting. Patches of thin metal coats are prone to rusting and are thus considered as defects in the surface coating. This paper reports a novel configuration of the fiber optic sensor for on-line checking the aluminum metaUization uniformity and hence for defect detection. An optimally chosen high bright 440 nm BLUE LED (light-emitting diode) launches light into a transmitting fiber inclined at the angle of 60° to the surface under inspection placed adequately. The reflected light is transported by a receiving fiber to a blue enhanced photo detector. The metallization thickness on the coated surface results in visually observable variation in the gray shades. The coated pipe is spirally inspected by a combination of linear and rotary motions. The sensor output is the signal conditioned and monitored with RISHUBH DAS. Experimental results show the good repeatability in the defect detection and coating non-uniformity measurement. 展开更多
关键词 Fiber optic sensors on-line defect detection aluminum coating corrosion resistance color detection exhaust pipes of vehicles
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Topological magnetic line defects in Fe(Te,Se)high-temperature superconductors
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作者 Xianxin Wu Jia-Xin Yin +1 位作者 Chao-Xing Liu Jiangping Hu 《Quantum Frontiers》 2023年第1期127-133,共7页
The realization of Majorana zero modes in condensed matter have been attracting enormous interests from fundamental science such as topological quantum computation.Recently iron based superconductors were identified a... The realization of Majorana zero modes in condensed matter have been attracting enormous interests from fundamental science such as topological quantum computation.Recently iron based superconductors were identified as a high-temperature platform for realizing topological superconductivity and Majorana modes.As unconventional superconductors,one of the most important characteristics of them is that they are in the vicinity of magnetic states due to the strong Hund’s coupling in iron atoms.Here we propose that the line defects with missing Te/Se anions in Fe(Se,Te)superconductors provide the realization of intrinsic antiferromagnetic(AFM)chains with Rashba spin-orbit coupling.Against conventional wisdom,Majorana zero modes(MZMs)can be robustly generated at these AFM chain ends.These results can consistently explain the recent experimental observation of zero-energy end states in line defects of monolayer Fe(Te,Se)/SrTiO_(3) by scanning tunneling microscopy(STM)measurements.Our research not only demonstrates an unprecedented interplay among native line defect,emergent magnetism and topological superconductivity but also explores a high-temperature platform for Majorana fermions. 展开更多
关键词 condensed matter topological superconductivity fundamental science hund s coupling majorana modesas topological quantum computationrecently iron based topological magnetic line defects
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Mass transport induced structural evolution and healing of sulfur vacancy lines and Mo chain in monolayer MoS_(2) 被引量:2
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作者 Xiao-Wei Wang Lin-Fang Hou +3 位作者 Wei Huang Xi-Biao Ren Wei Ji Chuan-Hong Jin 《Rare Metals》 SCIE EI CAS CSCD 2022年第1期333-341,共9页
Defects play vital roles in tailoring structures and properties of materials including the atomically thin two-dimensional(2D)materials,and increasing demands are requested to find effective ways to realize the defect... Defects play vital roles in tailoring structures and properties of materials including the atomically thin two-dimensional(2D)materials,and increasing demands are requested to find effective ways to realize the defect engineering,i.e.,tuning the defects and thus the materials’structure–property in a well-controlled way.Herein,we propose a novel method to tune the structures and configurations of one-dimensional(1D)line defects in monolayer MoS2 via mass transport induced structural transformation.By using atomic-resolved annular dark-field scanning transmission electron microscopy(ADF-STEM),we demonstrate in situ that sulfur vacancy line defect can be healed locally into defect-free MoS_(2)lattice via the desorption of Mo atoms from vacancy lines and adsorption into a moving Mo cluster.Furthermore,directional transport of Mo atoms(or Mo cluster)along the sulfur vacancy lines can induce the formation of Mo chains.Such a mass transport induced defect tuning provides more operational routes for the rational defect designing and property tuning in MoS_(2)as well as other related 2D materials. 展开更多
关键词 MoS_(2) defect engineering In situ transmission electron microscopy(TEM) Mass transport line defect
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改进YOLOv11n的输电线路缺陷检测算法
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作者 刘方轩 李为相 +2 位作者 肖迪 宋张民杰 陈闯 《计算机工程与应用》 北大核心 2026年第5期137-149,共13页
针对输电线路缺陷检测任务中目标尺度多样、背景复杂、目标遮挡,以及现有目标检测算法难以在实时检测的前提下保证检测精度而出现漏检、误检的问题,提出一种改进YOLOv11n的输电线路主要缺陷检测算法。提出了全新的门控混合聚合模块(mixe... 针对输电线路缺陷检测任务中目标尺度多样、背景复杂、目标遮挡,以及现有目标检测算法难以在实时检测的前提下保证检测精度而出现漏检、误检的问题,提出一种改进YOLOv11n的输电线路主要缺陷检测算法。提出了全新的门控混合聚合模块(mixed aggregation network with faster-block and convolutional GLU,MANet-FC),实现了浅层、空间和深层语义的多尺度融合,在保证模型轻量化的同时提高检测速度;使用GOLD-YOLO中的聚集分发机制(gather-and-distribute,GD)与注意力尺度序列融合模块(attentional scale sequence fusion,ASSF)进行创新得到GOLD-YOLO-ASF,有效整合不同尺度的特征信息,提升模型对各种尺寸目标的检测能力;引入多目标注意力检测头(multi SEAM head,MSH),有效提升了模型在遮挡场景下的检测精度与鲁棒性;引入Focaler-ShapeIoU损失函数考虑框的形状匹配关系,同时通过线性区间映射重构原有IoU损失。实验结果表明,改进模型相较于基线模型mAP值提升了5.2个百分点,准确率和召回率分别提升了4.5和3.9个百分点;并且在输电线路金具数据集的实验结果中,所改进模型平均精度均值mAP@0.5相比YOLOv11n提升了3.7个百分点,准确率提升了2.6个百分点,召回率提升了1.9个百分点,较其他主流检测方法能够展现出更优的目标检测性能。 展开更多
关键词 YOLOv11 输电线路 缺陷检测 注意力机制 损失函数
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单阶段目标检测模型引导的隧道衬砌混凝土空洞病害图像识别方法试验研究
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作者 侯斐斐 于佳禾 +3 位作者 王艳辉 崔广炎 丁冠军 任秋阳 《铁道学报》 北大核心 2026年第1期210-222,共13页
隧道衬砌中空洞病害的检测与诊断是保障其安全运营的重要手段。为解决数据稀缺的问题,采用时域有限差分(FDTD)法进行数值模拟,构建包含1000张图像的仿真数据集;并通过构建物理模型试块采集不同尺寸、龄期等情况下的14张空洞数据;此外,... 隧道衬砌中空洞病害的检测与诊断是保障其安全运营的重要手段。为解决数据稀缺的问题,采用时域有限差分(FDTD)法进行数值模拟,构建包含1000张图像的仿真数据集;并通过构建物理模型试块采集不同尺寸、龄期等情况下的14张空洞数据;此外,结合工程实际加入现场采集的33张实测数据,进一步完善空洞病害数据集。为提高识别准确率,通过数据增强将原始数据集扩充,得到较为完备的探地雷达(GPR)综合数据集3141张,共包含7845个标记良好的空洞目标。将综合数据集作为依据,提出Efficient-GPR模型,该模型采用单阶段目标检测模型EfficientDet-D3为主框架进行训练和测试,完成了隧道衬砌中空洞病害的自动识别任务。在仿真、物理模型试块采集数据和现场实测数据上分别进行实验验证,该方法可以检测出衬砌中不同尺寸、位置和龄期的空洞病害。另外,在相同实验条件下将其与RetinaNet-50、YOLOv3和Cascade R-CNN共3种目标检测模型进行比较,在对试块采集和仿真数据的测试以及工程验证中,所提模型的平均精度均值分别为85.7%和51.9%,平均召回率分别为90.4%和65.7%,性能优于其他模型。实验结果证明,该方法识别准确率高、检测误差小,可以满足实际工程需求。 展开更多
关键词 探地雷达 隧道衬砌 无损检测 空洞病害识别 EfficientDet 深度学习
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Electron states scattering off line edges on the surface of topological insulator
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作者 邵怀华 刘一曼 +1 位作者 周小英 周光辉 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第10期477-482,共6页
We study the local density of states (LDOS) for electrons scattering off the line edge of an atomic step defect on the surface of a three-dimensional (3D) topological insulator (TI) and the line edge of a finite... We study the local density of states (LDOS) for electrons scattering off the line edge of an atomic step defect on the surface of a three-dimensional (3D) topological insulator (TI) and the line edge of a finite 3D TI, where the front surface and side surface meet with different Fermi velocities, respectively. By using a S-function potential to model the edges, we find that the bound states existed along the step line edge significantly contribute to the LDOS near the edge, but do not modify the exponential behavior away from it. In addition, the power-law decaying behavior for LDOS oscillation away from the step is understood from the spin rotation for surface states scattering off the step defect with magnitude depending on the strength of the potential. Furthermore, the electron refraction and total reflection analogous to optics occurred at the line edge where two surfaces meet with different Fermi velocities, which leads to the LDOS decaying behavior in the greater Fermi velocity side similar to that for a step line edge. However, in the smaller velocity side the LDOS shows a different decaying behavior as x-1/2, and the wavevector of LDOS oscillation is no longer equal to the diameter of the constant energy contour of surface band, but is sensitively dependent on the ratio of the two Fermi velocities. These effects may be verified by STM measurement with high precision. 展开更多
关键词 topological insulator line defects local density of states
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基于深度学习与点云技术的输电线路缺陷智能识别研究
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作者 辛月娟 潘兴宾 《电力系统装备》 2026年第2期60-62,共3页
输电线路缺陷检测面临巡检成本高、人工识别效率低等问题,通过融合深度学习算法和三维点云技术构建多层级特征提取网络,可实现绝缘子裂纹、金具锈蚀、导线磨损等典型缺陷的自动识别。该方法可有效解决复杂背景干扰、小目标漏检等技术难... 输电线路缺陷检测面临巡检成本高、人工识别效率低等问题,通过融合深度学习算法和三维点云技术构建多层级特征提取网络,可实现绝缘子裂纹、金具锈蚀、导线磨损等典型缺陷的自动识别。该方法可有效解决复杂背景干扰、小目标漏检等技术难题,显著提升识别准确率,为电力系统智能运维提供可靠的技术支撑。 展开更多
关键词 深度学习 点云处理 输电线路 缺陷识别 特征提取
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基于超声导波的集输管道缺陷定量分析和研究
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作者 王柏森 杨凯 崔旭辉 《石油工程建设》 2026年第1期76-81,共6页
管道缺陷常规检测技术需剥离管道外防腐层后逐段检测,存在一定局限性。利用超声导波沿管道轴向长距离传播、全壁厚覆盖的特性,基于Comsol软件建立含90°弯管的集输管道模型,分析模型中导波在不同管道位置的能量分布,结合反射系数指... 管道缺陷常规检测技术需剥离管道外防腐层后逐段检测,存在一定局限性。利用超声导波沿管道轴向长距离传播、全壁厚覆盖的特性,基于Comsol软件建立含90°弯管的集输管道模型,分析模型中导波在不同管道位置的能量分布,结合反射系数指标和匹配追踪算法,实现管道缺陷的定量分析,并探究弯管及其后直管段缺陷的检测灵敏度。结果表明,超声导波经过弯管时,在弯管外弧侧出现能量聚集现象,弯管外弧侧缺陷的定位精度最高,相对误差仅为2.61%;反射系数随缺陷周向宽度增加呈线性变化,随径向深度增加呈指数变化;匹配追踪算法能有效分解缺陷前后端的叠加回波信号,当缺陷轴向长度超过20 mm时,误差进入稳定区域。现场验证了3个管架支撑座处的管道腐蚀缺陷,超声导波检测结果相较于实际测量值的误差均在3.5%以内。研究成果可为集输管道完整性管理提供理论依据与工程应用经验。 展开更多
关键词 超声导波 集输管道 缺陷检测 匹配追踪算法 反射系数
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图注意力网络下的高压架空输电线路缺陷识别
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作者 李甜甜 张清峰 +1 位作者 景川 余波 《电子设计工程》 2026年第4期103-108,共6页
针对高压架空输电线路传统巡检方式效率低、检测精度低的问题,提出一种基于改进图注意力网络的高压架空输电线路缺陷识别方法。通过动态裁剪冗余边连接降低模型复杂度,采用点乘运算替代传统注意力权重计算,优化模型对邻域特征的聚合能... 针对高压架空输电线路传统巡检方式效率低、检测精度低的问题,提出一种基于改进图注意力网络的高压架空输电线路缺陷识别方法。通过动态裁剪冗余边连接降低模型复杂度,采用点乘运算替代传统注意力权重计算,优化模型对邻域特征的聚合能力。结果表明,改进模型的训练效率较原始模型提升3倍;当训练数据规模超过1 000时,模型准确率稳定在95%以上,对测试集主要缺陷类别的识别准确率超过85%。该方法显著提高了缺陷检测的鲁棒性与实时性,为复杂电网结构的智能巡检提供了有效的解决方案。 展开更多
关键词 图注意力网络 输电线路 缺陷识别 阶段性丢边机制
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基于轻量化YOLOv7模型的无人机航拍输电线路小目标缺陷检测
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作者 段兵 《电工技术》 2026年第2期209-211,215,共4页
针对无人机航拍输电线路小目标缺陷检测精度较低的问题,提出基于轻量化YOLOv7模型的无人机航拍输电线路小目标缺陷检测。通过重建输电线路无人机航拍图像,去除原始图像噪声;利用轻量化YOLOv7模型提取降噪的无人机航拍输电线路图像缺陷特... 针对无人机航拍输电线路小目标缺陷检测精度较低的问题,提出基于轻量化YOLOv7模型的无人机航拍输电线路小目标缺陷检测。通过重建输电线路无人机航拍图像,去除原始图像噪声;利用轻量化YOLOv7模型提取降噪的无人机航拍输电线路图像缺陷特征,通过对输电线路图像特征逻辑回归,识别小目标缺陷类型及确定缺陷位置,实现基于轻量化YOLOv7模型的无人机航拍输电线路小目标缺陷检测。经实验证明,该方法的mAP平均值为0.74,召回率在95%以上,可实现对无人机航拍输电线路小目标缺陷的精准检测。 展开更多
关键词 轻量化YOLOv7模型 输电线路 无人机 缺陷检测 逻辑回归
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水利隧洞衬砌管片质量缺陷原因分析及整治
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作者 何招华 《国防交通工程与技术》 2026年第1期92-96,共5页
为探讨水利隧洞管片质量缺陷成因及整治措施,结合引江补汉工程实际情况,立足管片缺陷的种类和危害,分析了管片缺陷的成因,并提出相应的修复整治措施。实践得出:管片裂缝采用环氧树脂化学灌浆处理、管片崩角和破损缺陷采用环氧树脂砂浆... 为探讨水利隧洞管片质量缺陷成因及整治措施,结合引江补汉工程实际情况,立足管片缺陷的种类和危害,分析了管片缺陷的成因,并提出相应的修复整治措施。实践得出:管片裂缝采用环氧树脂化学灌浆处理、管片崩角和破损缺陷采用环氧树脂砂浆修补处理、防腐涂层破损脱落采用涂刷2道无溶剂环氧防腐涂层处理、错台采用环氧砂浆填充抹平,可有效修复隧洞管片质量缺陷及对水利隧洞造成的不良影响,从而更好地保障水利隧洞的稳定性及施工质量。 展开更多
关键词 水利隧洞 管片缺陷 裂缝 崩角 整治措施
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基于元学习的改进Meta R-CNN输电线路小样本缺陷检测模型研究
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作者 陶俊 梁翀 +1 位作者 周伟 喻成琛 《电子设计工程》 2026年第5期51-56,共6页
为了提高对小样本输电线路的检测精度,研究对输电线路缺陷检测进行了分析,提出了一种基于元学习的改进Meta R-CNN模型。研究采用了元学习技术与基于区域的卷积神经网络(Regions with Convolutional Neural Networks,R-CNN)结构相结合的... 为了提高对小样本输电线路的检测精度,研究对输电线路缺陷检测进行了分析,提出了一种基于元学习的改进Meta R-CNN模型。研究采用了元学习技术与基于区域的卷积神经网络(Regions with Convolutional Neural Networks,R-CNN)结构相结合的方法,并利用多尺度特征增强模块进行改进。通过实验分析和计算,改进后的Meta R-CNN算法在检测精度、召回率和F1值方面分别达到了93.08%、91.51%和92.13%。在小部件缺陷检测中的mAP值超过了91%,对各小部件缺陷的混淆实验结果均高于0.9。实际应用中,该模型能够有效识别多种输电线路缺陷类型,提升了缺陷检测的精度和稳定性。 展开更多
关键词 元学习 输电线路 小样本 缺陷检测 Meta R-CNN
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无人机载高精度磁阻传感器的输电线路缺陷检测算法研究
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作者 李澍 郭昱 《机电工程技术》 2026年第4期99-103,共5页
随着电力系统的快速发展,输电线路的安全稳定运行对检测技术提出了更高要求。针对传统人工巡检效率低、覆盖范围有限的问题,提出一种无人机载高精度磁阻传感器的输电线路缺陷检测方法。设计微型磁阻传感器阵列,通过多节点协同采集技术,... 随着电力系统的快速发展,输电线路的安全稳定运行对检测技术提出了更高要求。针对传统人工巡检效率低、覆盖范围有限的问题,提出一种无人机载高精度磁阻传感器的输电线路缺陷检测方法。设计微型磁阻传感器阵列,通过多节点协同采集技术,实时捕捉输电线路周围三维磁场的高分辨率动态数据,结合温度补偿算法提升磁场畸变特征的提取精度。构建轻量化深度卷积神经网络模型,采用多尺度特征融合策略,对磁场波动模式进行分层解析,通过迁移学习技术适配不同电压等级线路的缺陷特征差异,实现断股、腐蚀、接头松动等典型缺陷的智能分类。开发无人机嵌入式实时处理系统,集成传感器阵列、边缘计算模块与自适应飞行控制模块,通过动态路径规划与数据同步传输技术,实现磁场数据采集、特征解析与缺陷定位的闭环协同。实验结果表明,提出的系统能够有效识别并精确定位输电线路上的缺陷,将检测误差控制在极小范围内,为输电线路的安全稳定运行提供了有力保障。 展开更多
关键词 无人机 磁阻传感器 缺陷检测 输电线路 高精度
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特高压气体绝缘输电线路发热/振动状态联合检测技术研究
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作者 李洪涛 高山 +3 位作者 杨景刚 赵科 马径坦 庄添鑫 《高压电器》 北大核心 2026年第1期181-189,共9页
针对特高压气体绝缘输电线路(gas insulated transmission line,GIL)运行中可能存在过热和机械缺陷隐患,提出了基于红外热成像和激光多普勒测振(laser Doppler vibration,LDV)的GIL非接触式发热/振动联合检测技术,自行设计了1 550 nm全... 针对特高压气体绝缘输电线路(gas insulated transmission line,GIL)运行中可能存在过热和机械缺陷隐患,提出了基于红外热成像和激光多普勒测振(laser Doppler vibration,LDV)的GIL非接触式发热/振动联合检测技术,自行设计了1 550 nm全光纤非接触测振光路,采用NVidia Xavier边缘计算模块实现红外热成像镜头组件调用、FPGA振动信号解调及温度—振动检测信息提取。所研制装置的测温精度小于±1℃,振动灵敏度优于1×10^(-7)g、频响范围0.5 Hz~20 kHz,最大测试距离20 m,可实现GIL发热—振动联合检测。通过GIL原型缺陷试验验证了发热—振动联合检测方法对于设备内部接触缺陷检测的有效性,所研制的联合检测系统通过移动小车集成并成功运用于苏通管廊GIL双回路1 960个测点的测试,实现了无接触非侵入式检测,为GIL状态检测提供了新的手段。 展开更多
关键词 气体绝缘输电线路 过热缺陷 机械缺陷 激光多普勒测振 外热成像 联合检测
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外斜线Onlay植骨在上前牙骨缺损种植修复中的应用
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作者 徐沈聪 方紫菲 +4 位作者 季明意 徐诚睿 李彬红 曹佳雨 徐俊峰 《中国组织工程研究》 北大核心 2026年第4期841-848,共8页
背景:随着口腔种植学的发展,种植修复逐渐成为人们牙齿缺失后的首选修复方式。骨增量手术使得种植适应证不断扩大、种植修复成功率不断提高,但骨增量区术后骨高度、宽度及体积的长期稳定一直是临床难点之一。目的:采用锥形束CT及自动图... 背景:随着口腔种植学的发展,种植修复逐渐成为人们牙齿缺失后的首选修复方式。骨增量手术使得种植适应证不断扩大、种植修复成功率不断提高,但骨增量区术后骨高度、宽度及体积的长期稳定一直是临床难点之一。目的:采用锥形束CT及自动图像配准程序测量骨增量区的牙槽骨宽度、高度及体积,分析性别及年龄因素对骨增量区牙槽骨体积变化差值的影响。方法:选择浙江省立同德医院口腔科17例上前牙缺失患者,男10例,女7例,年龄(45.88±12.47)岁,均进行外斜线区Onlay骨块移植(骨增量手术)与种植修复手术,在植骨前、植骨后即刻、植骨后6个月以及种植后即刻、种植后6个月分别进行锥形束CT检查,分析骨增量区牙槽骨体积、高度与宽度,分析性别及年龄因素对骨增量区牙槽骨体积变化差值的影响。结果与结论:(1)植骨后即刻、植骨后6个月的骨增量区牙槽骨体积大于植骨前(P<0.05),植骨后即刻的骨增量区牙槽骨体积大于植骨后6个月(P<0.05);植骨后即刻、植骨后6个月的骨增量区牙槽骨高度大于植骨前(P<0.05);植骨后即刻、植骨后6个月的骨增量区各位点牙槽骨水平宽度均大于植骨前(P<0.05);(2)男性植骨后即刻、植骨后6个月的骨增量区各位点的骨块吸体积与女性相比差异无显著性意义(P >0.05);Pearson相关性分析显示,年龄与植骨后即刻、植骨后6个月的骨增量区体积变化值呈正相关,但差异无显著性意义(P > 0.05);(3)种植后6个月,完成种植修复的25颗种植牙功能正常,种植体存活率为100%;(4)结果表明,外斜线区取骨于上前牙区行Onlay植骨种植修复可显著改善骨量不足的问题,效果良好,但Onlay植骨后6个月骨增量区存在一定量的骨吸收,需开辟第二术区,临床医师应结合具体情况选择不同的骨增量手术。 展开更多
关键词 外斜线 Onlay骨块 骨增量 上前牙骨缺损 种植修复 工程化口腔材料
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