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Systematic review of dynamization vs exchange nailing for delayed/non-union femoral fractures 被引量:10
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作者 Jacob E Vaughn Ronit V Shah +3 位作者 Tarek Samman Jacob Stirton Jiayong Liu Nabil A Ebraheim 《World Journal of Orthopedics》 2018年第7期92-99,共8页
AIM To analyze the literature on efficacy of dynamamization vs exchange nailing in treatment of delayed and nonunion femur fractures.METHODS Ultimately, 31 peer-reviewed articles with 644 exchanged nailing patients an... AIM To analyze the literature on efficacy of dynamamization vs exchange nailing in treatment of delayed and nonunion femur fractures.METHODS Ultimately, 31 peer-reviewed articles with 644 exchanged nailing patients and 131 dynamization patients were identified and analyzed. The following key words were inputted in different combinations in order to search the field of publications in its entirety: "nonunion", "delayed union", "ununited", "femur fracture", "femoral fracture", "exchange nailing", "dynaiz(s)ation", "secondary nailing", "dynamic", "static", and "nail revision". The initial search yielded over 150 results, and was refined based on the inclusion criteria: Only studies reporting on humans, non-unions and delayed unions, and the usage of exchange nailing and/or dynamization as a secondary treatment after failed IM nailing. The resulting 66 articles were obtained through online journal access. The results were filtered further based on the exclusion criteria: No articles that failed to report overall union rates, differentiate between success rates of their reported techniques, or articles that analyzed less than 5 patients. RESULTS Exchange nailing lead to fracture union in 84.785% of patients compared to the 66.412% of dynamization with statistically comparable durations until union(5.193 ± 2.310 mo and 4.769 ± 1.986 mo respectively). Dynamically locking exchange nails resulted in an average union time of 5.208 ± 2.475 mo compared to 5.149 ± 2.366 mo(P = 0.8682) in statically locked exchange nails. The overall union rate of the two procedures, statically and dynamically locked exchange nailing yielded union rates of 84.259% and 82.381% respectively. Therefore, there was no significant difference between the different locking methods of exchange nailing for union rate or time to union at a significance value of P < 0.05. The analysis showed exchange nailing to be the more successful choice in the treatment of femoral non-unions in respect to its higher success rate(491/567 EN, 24/57 dynam, P < 0.0001). However, there was no significant difference between the success rates of the two procedures for delayed union fractures(25/27 EN, 45/55 dynam, P = 0.3299). Nevertheless, dynamization was more efficient in the treatment of delayed unions(at rates comparable to exchange nailing) than in the treatment of non-unions.CONCLUSION In conclusion, after examination of factors, dynamization is recommended treatment of delayed femur fractures, while exchange nailing is the treatment of choice for non-unions. 展开更多
关键词 NON-UNION DELAYED union dynamization FEMORAL fracture EXCHANGE NAILING
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基于YOLOv5的汽车液晶仪表图标符号检测方法研究
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作者 郭健忠 肖庆 +2 位作者 谢斌 闵锐 丁宁 《电子器件》 2025年第4期853-862,共10页
在汽车液晶仪表的自动化测试领域,机器视觉学习取代人工检测液晶仪表已成为趋势。针对现有方法存在检测环境苛刻、准确度低以及通用性差等问题,提出了一种基于YOLOv5的汽车液晶仪表图标符号检测方法,实现对仪表常用指示及报警图标符号... 在汽车液晶仪表的自动化测试领域,机器视觉学习取代人工检测液晶仪表已成为趋势。针对现有方法存在检测环境苛刻、准确度低以及通用性差等问题,提出了一种基于YOLOv5的汽车液晶仪表图标符号检测方法,实现对仪表常用指示及报警图标符号的自动化检测工作。该方法通过在YOLOv5网络模型基础上添加ECA注意力机制以减少图标符号周围冗余信息的干扰、采用轻量级通用上采样算子CARAFE扩大特征图的感受野、采用多尺度检测结构增加小图标符号的检测层、引入Dynamic Head模块提高对图标符号的感知能力,从而提高网络模型的检测准确度;同时使用SIoU Loss作为回归定位损失函数,以加快网络模型的收敛速度。与原始YOLOv5模型进行对比实验,结果显示改进模型在多种类的汽车液晶仪表图标符号检测上表现更好,mAP0.5和mAP0.5:0.95分别提高了3.1%和3.6%,达到了95.9%和76.8%,这为汽车液晶仪表图标符号的自动化检测工作提供了方法上的参考。 展开更多
关键词 YOLOv5 多尺度检测 CARAFE dynamic head 仪表图标检测
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基于YOLOv5s的复杂场景下高效烟火检测算法YOLOv5s-MRD 被引量:2
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作者 侯阳 张琼 +2 位作者 赵紫煊 朱正宇 张晓博 《计算机应用》 北大核心 2025年第4期1317-1324,共8页
现有的烟火检测方法主要依赖员工现场巡视,效率低且实时性差,因此,提出一种基于YOLOv5s的复杂场景下的高效烟火检测算法YOLOv5s-MRD(YOLOv5s-MPDIoU-RevCol-Dyhead)。首先,采用MPDIoU(Maximized Position-Dependent Intersection over U... 现有的烟火检测方法主要依赖员工现场巡视,效率低且实时性差,因此,提出一种基于YOLOv5s的复杂场景下的高效烟火检测算法YOLOv5s-MRD(YOLOv5s-MPDIoU-RevCol-Dyhead)。首先,采用MPDIoU(Maximized Position-Dependent Intersection over Union)方法改进边框损失函数,以适应重叠或非重叠的边界框回归(BBR),从而提高BBR的准确性和效率;其次,利用可逆柱状结构RevCol(Reversible Column)网络模型思想重构YOLOv5s模型的主干网络,使它具有多柱状网络架构,并在模型的不同层之间加入可逆链接,从而最大限度地保持特征信息以提高网络的特征提取能力;最后,引入Dynamic head检测头,以统一尺度感知、空间感知和任务感知,从而在不额外增加计算开销的条件下显著提高目标检测头的准确性和有效性。实验结果表明:在DFS(Data of Fire and Smoke)数据集上,与原始YOLOv5s算法相比,所提算法的平均精度均值(mAP@0.5)提升了9.3%,预测准确率提升了6.6%,召回率提升了13.8%。可见,所提算法能满足当前烟火检测应用场景的要求。 展开更多
关键词 目标检测 RevCol网络 YOLOv5 Dynamic head检测头 MPDIoU 烟火检测
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SD-YOLO:一种多尺度小目标检测算法 被引量:1
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作者 赵滨淋 孙玲 +2 位作者 陈功 钟剑丹 付琳 《电光与控制》 北大核心 2025年第7期21-26,共6页
针对无人机航拍图像中小目标样本数量多且尺度变换范围大导致的漏检和误检现象严重等问题,提出一种基于YOLOv8s改进的小目标检测算法SD-YOLO。首先,使用DCNv2模块对C2f进行重构,使模型能够有效地捕捉目标的细粒度细节,自适应地调整卷积... 针对无人机航拍图像中小目标样本数量多且尺度变换范围大导致的漏检和误检现象严重等问题,提出一种基于YOLOv8s改进的小目标检测算法SD-YOLO。首先,使用DCNv2模块对C2f进行重构,使模型能够有效地捕捉目标的细粒度细节,自适应地调整卷积核的采样位置,从而能够准确地定位目标位置;其次,改进SPD-Conv模块,提升模型捕捉局部特征的能力,从而使模型能够保留更多的空间信息;最后,增加一个小目标检测头,并引入Dynamic head模块,提升模型在多尺度场景下的检测性能。在VisDrone2019数据集上的实验结果显示,SD-YOLO的mAP50为0.495,相较于原始YOLOv8s网络提升了0.1,并且能够保持较高帧率,对多尺度小目标的检测性能有显著提高。 展开更多
关键词 小目标检测 YOLOv8s 细粒度细节 Dynamic head
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一种动态窗口法和人工势场法融合的AGV路径规划算法 被引量:1
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作者 李玉清 梁忠楠 +1 位作者 赵衍昭 周坤 《科学技术与工程》 北大核心 2025年第14期5924-5933,共10页
针对原始动态窗口法(dynamic window approach,DWA)在路径规划中存在的振荡现象,设计了一种改进的DWA路径规划算法,该算法融合了人工势场法。首先,提升了DWA算法的安全性约束,并将原始DWA中的线性障碍物距离评价函数改进为人工势场法中... 针对原始动态窗口法(dynamic window approach,DWA)在路径规划中存在的振荡现象,设计了一种改进的DWA路径规划算法,该算法融合了人工势场法。首先,提升了DWA算法的安全性约束,并将原始DWA中的线性障碍物距离评价函数改进为人工势场法中的非线性障碍物势场函数。其次,将改进的DWA与梯度下降法的平滑A*路径相结合,以解决传统算法全局规划能力不足的问题。最后,通过仿真实验和实物实验验证了算法的可行性。在仿真实验中,与原始算法相比,本文算法在设计的障碍物场景中减少了9.84%的路径长度,运行时间缩短了31.71%,平滑度提升了6.49%。在自动导引车实物实验中,路径长度减少了10.76%,运行时间缩短了13.09%。因此,改进的DWA算法能够生成更平滑的路径、更短的路径长度和更短的运行时间。 展开更多
关键词 自动导引车 路径规划 动态窗口法(dynamic window approach DWA) 人工势场法
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Extraction of symmetry energy coefficient in heavy-ion reactions near the Fermi energies
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作者 冷强钟 曲国峰 +8 位作者 黄宇 张鑫 段茜 陈婉君 林炜平 郑华 任培培 刘星泉 韩纪锋 《四川大学学报(自然科学版)》 北大核心 2025年第1期153-161,共9页
An improved method is proposed for the extraction of the symmetry energy coefficient relative to the temperature,a_(sym)/T,in the heavy-ion reactions near the Fermi energy region,based on the modified Fisher Model.Thi... An improved method is proposed for the extraction of the symmetry energy coefficient relative to the temperature,a_(sym)/T,in the heavy-ion reactions near the Fermi energy region,based on the modified Fisher Model.This method is applied to the primary fragments of antisymmetrized molecular dynamics(AMD)simulations for ^(46)Fe+^(46)Fe,^(40)Ca+^(40)Ca and ^(48)Ca+^(48)Ca at 35 MeV/nucleon,in order to make direct comparison to the results from the K(N,Z)method of Ono et al.In our improved method,the extracted values of a_(sym)/T increase as the size of isotopes increases whereas,in the K(N,Z)method,the results show rather constant behavior.This increase in our result is attributed to the surface contribution of the symmetry energy in finite nuclei.In order to evaluate the surface contribution,the relation a_(sym)/T=[a_(sym)^((V))(1-k_(S/V) A^(-1/3))]/T is applied and k_(S/V)=1.20~1.25 was extracted.This value is smaller than those extracted from the mass table,reflecting the weakened surface contribution at higher temperature regime.Δμ/T,the difference of the neutron-proton chemical potentials relative to the temperature,is also extracted in this method at the same time.The average values of the extractedΔμ/T,Δμ/T show a linear dependence on the proton-neutron a_(sym)metry parameter of the system,δ_(sys),andΔμ/T=(15.1±0.2)δ_(sys)-(0.5±0.1)is obtained. 展开更多
关键词 Heavy-ion reactions Symmetry energy Antisymmetrized molecular dynamics model
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融合激光测高数据的无控GF-7卫星影像矿区DSM改进方法
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作者 张云龙 胡文敏 +3 位作者 魏伟 秦凯 徐嘉兴 张炜 《遥感学报》 北大核心 2025年第9期2700-2713,共14页
针对沟壑发育地表无地面控制点GCPs(Ground Control Points)条件下卫星遥感立体影像地形三维重建精度较低、大面积GCPs采集困难或成本高等问题,本文提出融合卫星激光测高数据的高分七号(GF-7)卫星影像数字表面模型DSM(Digital Surface M... 针对沟壑发育地表无地面控制点GCPs(Ground Control Points)条件下卫星遥感立体影像地形三维重建精度较低、大面积GCPs采集困难或成本高等问题,本文提出融合卫星激光测高数据的高分七号(GF-7)卫星影像数字表面模型DSM(Digital Surface Model)BP神经网络方法。该方法通过建立无控条件下GF-7卫星立体影像生成的DSM、地理位置经度与纬度、地形坡度、地形误差等多因子与激光测高点GEDI(Global Ecosystem Dynamics Investigation)之间的关系,获取融合结果以改进无控条件下地形DSM精度。实验结果表明,沟壑发育地表矿区无控条件下GF-7卫星立体影像生成的DSM高程精度可高达20.49 m,而本文融合生成的DSM平均高程精度为1.63 m,与有控制点条件下地形DSM 1.44 m的高程精度基本相当。本文方法有效改善了沟壑发育地表矿区无控条件下卫星立体影像生成DSM高程精度质量低的问题,为国产高分影像推广应用与高精度地形建模提供新思路。 展开更多
关键词 数字表面模型 地面控制点 神经网络 沟壑发育地表 GF-7卫星立体影像 GEDI(Global Ecosystem Dynamics Investigation)
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基于改进YOLOv8n的松材线虫病疫木检测方法
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作者 王余康 黄雷君 李洋 《林草资源研究》 北大核心 2025年第1期114-125,共12页
松材线虫病对全球松树资源和生态环境造成严重威胁,准确检测疫木对于控制疫情蔓延具有重要意义。借助无人机遥感技术,能够高效获取覆盖广泛、分辨率高的森林影像数据,为松材线虫病疫木检测提供了关键的数据支持。针对复杂森林环境下无... 松材线虫病对全球松树资源和生态环境造成严重威胁,准确检测疫木对于控制疫情蔓延具有重要意义。借助无人机遥感技术,能够高效获取覆盖广泛、分辨率高的森林影像数据,为松材线虫病疫木检测提供了关键的数据支持。针对复杂森林环境下无人机遥感影像中松材线虫病疫木检测识别能力受限的问题,提出一种改进的YOLOv8n检测模型(YOLOv8n-RCD)。使用RepVit作为主干网络,提升特征提取能力;通过引入跨尺度特征融合模块(CCFM),增强模型对多层次特征的提取;采用动态头(Dynamic Head)替换原有检测头,提高模型在复杂背景下的目标识别能力和适应性。结果表明:改进后的YOLOv8n-RCD在精确率(P)、召回率(R)和F1分数上比基准模型(YOLOv8n)分别提升了3.37%、3.00%和3.19%,AP50和AP50-95分别提升了1.93%和1.49%。改进后的模型提升了在复杂森林环境下的识别精度和能力,为松材线虫病疫木的精确化检测和无人机遥感驱动的智能化动态防控提供了有力的技术支持。 展开更多
关键词 目标检测 松材线虫病 YOLOv8n RepVit CCFM Dynamic Head
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改进YOLOv8的铸件多肉缺陷检测
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作者 刘琦 马行 穆春阳 《现代电子技术》 北大核心 2025年第11期131-135,共5页
针对铸造生产过程中铸件表面多肉缺陷数据集少、复杂环境下人工检测困难以及检测效率较低等问题,文中基于YOLOv8提出改进算法。对数据进行增强处理,以便提升模型的鲁棒性,更贴合实际环境;引入残差网络Resnet替换网络主干部分,提高模型... 针对铸造生产过程中铸件表面多肉缺陷数据集少、复杂环境下人工检测困难以及检测效率较低等问题,文中基于YOLOv8提出改进算法。对数据进行增强处理,以便提升模型的鲁棒性,更贴合实际环境;引入残差网络Resnet替换网络主干部分,提高模型提取目标特征的能力;对Neck部分进行重构,避免参数量的增加;在网络的输出末端加入具有注意力机制的Dynamic Head检测头,将模型对目标感知和表达的能力进一步提高;在训练模型能力过程中加入MPDIoU损失函数,强化模型对于目标边框的处理,提高模型对铸件多肉缺陷的识别精准度。实验结果表明,改进的YOLOv8模型在检测铸件多肉缺陷数据集上的mAP相比原模型提升2.2%,提升了小目标识别精度,正确检测率提高了16.1%。 展开更多
关键词 缺陷检测 铸件多肉缺陷 YOLOv8 注意力机制 Resnet Dynamic Head
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Structural Color Dynamic Graphics Display Based on Microlens Array 被引量:1
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作者 LI Xue-han LIU Ling-zhi +1 位作者 HUANG Min LI Xiu 《印刷与数字媒体技术研究》 北大核心 2025年第2期162-168,共7页
It is of great scientific significance to construct a 3D dynamic structural color with a special color effect based on the microlens array.However,the problems of imperfect mechanisms and poor color quality need to be... It is of great scientific significance to construct a 3D dynamic structural color with a special color effect based on the microlens array.However,the problems of imperfect mechanisms and poor color quality need to be solved.A method of 3D structural color turning on periodic metasurfaces fabricated by the microlens array and self-assembly technology was proposed in this study.In the experiment,Polydimethylsiloxane(PDMS)flexible film was used as a substrate,and SiO2 microspheres were scraped into grooves of the PDMS film to form 3D photonic crystal structures.By adjusting the number of blade-coated times and microsphere concentrations,high-saturation structural color micropatterns were obtained.These films were then matched with microlens arrays to produce dynamic graphics with iridescent effects.The results showed that by blade-coated two times and SiO2 microsphere concentrations of 50%are the best conditions.This method demonstrates the potential for being widely applied in the anticounterfeiting printing and ultra-high-resolution display. 展开更多
关键词 Structural color Microlens array Dynamic graphics display Moirémagnification Optical anti-counterfeiting
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基于改进YOLOv8算法的密集型小目标检测
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作者 张弛 游浩 +3 位作者 高谦 张光明 谈栋华 彭菊红 《软件导刊》 2025年第8期196-200,共5页
为了解决无人机视角下场景复杂多变、目标尺度变化大且大多数为小目标等问题,提出一种改进的YOLOv8算法。首先,将传统的FPN替换为BiFPN,通过其双向信息流和加权特征融合机制,能够更有效地整合来自网络不同层级的信息;其次,将检测头替换... 为了解决无人机视角下场景复杂多变、目标尺度变化大且大多数为小目标等问题,提出一种改进的YOLOv8算法。首先,将传统的FPN替换为BiFPN,通过其双向信息流和加权特征融合机制,能够更有效地整合来自网络不同层级的信息;其次,将检测头替换为Dynamic Head,通过动态融合机制适应不同尺度的特征,从而提升对各种尺寸目标的检测能力;最后,引入Soft-NMS,通过降低重叠框的置信度,更有效地区分和保留紧密排列的目标,进而提升模型对密集型小目标的检测性能。结果表明,YOLOv8-BDS算法在VisDrone2019数据集上的平均精度值(mAP@IoU=0.5)达到了54.2%,相比原基准网络提升了6.8个百分点。该算法能够更好地满足密集型小目标的检测需求。 展开更多
关键词 双向特征金字塔网络 YOLOv8 Dynamic Head 密集型小目标检测 Soft-NMS
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Data driven prediction of fragment velocity distribution under explosive loading conditions 被引量:2
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作者 Donghwan Noh Piemaan Fazily +4 位作者 Songwon Seo Jaekun Lee Seungjae Seo Hoon Huh Jeong Whan Yoon 《Defence Technology(防务技术)》 2025年第1期109-119,共11页
This study presents a machine learning-based method for predicting fragment velocity distribution in warhead fragmentation under explosive loading condition.The fragment resultant velocities are correlated with key de... This study presents a machine learning-based method for predicting fragment velocity distribution in warhead fragmentation under explosive loading condition.The fragment resultant velocities are correlated with key design parameters including casing dimensions and detonation positions.The paper details the finite element analysis for fragmentation,the characterizations of the dynamic hardening and fracture models,the generation of comprehensive datasets,and the training of the ANN model.The results show the influence of casing dimensions on fragment velocity distributions,with the tendencies indicating increased resultant velocity with reduced thickness,increased length and diameter.The model's predictive capability is demonstrated through the accurate predictions for both training and testing datasets,showing its potential for the real-time prediction of fragmentation performance. 展开更多
关键词 Data driven prediction Dynamic fracture model Dynamic hardening model FRAGMENTATION Fragment velocity distribution High strain rate Machine learning
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煤矿井下暗光环境人员行为检测研究 被引量:1
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作者 董芳凯 赵美卿 黄伟龙 《工矿自动化》 北大核心 2025年第1期21-30,144,共11页
煤矿井下环境复杂,对部分作业现场人员行为进行检测时易出现漏检与误检问题。针对该问题,提出了一种煤矿井下暗光环境人员行为检测方法,包括暗光环境图像增强和行为检测2个部分。暗光环境图像增强基于自校准光照学习(SCI)进行改进,由图... 煤矿井下环境复杂,对部分作业现场人员行为进行检测时易出现漏检与误检问题。针对该问题,提出了一种煤矿井下暗光环境人员行为检测方法,包括暗光环境图像增强和行为检测2个部分。暗光环境图像增强基于自校准光照学习(SCI)进行改进,由图像增强网络和校准网络构成。人员行为检测通过引入Dynamic Head检测、跨尺度融合模块和Focal-EIoU损失函数来改进YOLOv8n模型。SCI+网络增强后的图像作为人员行为检测模型检测的对象,完成井下暗光环境人员行为的检测任务。实验结果表明:(1)井下暗光环境人员行为检测方法的m AP@0.5为87.6%,较YOLOv8n提升了2.5%,较SSD,Faster RCNN,YOLOv5s,RT-DETR-L分别提升了15.7%,11.5%,0.9%,4.3%。(2)井下暗光环境人员行为检测方法的参数量为3.6×106个,计算量为11.6×109,检测速度为95.24帧/s。(3)在公开数据集EXDark上,井下暗光环境人员行为检测方法的mAP@0.5为74.7%,较YOLOv8n提升了1.5%,表明该方法具有较强的泛化能力。 展开更多
关键词 暗光环境 井下人员行为检测 自校准光照学习 图像增强 SCI+网络 Dynamic Head 跨尺度融合模块 Focal-EIoU损失函数 YOLOv8n
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Recent advances in modelling structure-property correlations in high-entropy alloys 被引量:2
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作者 Akash A.Deshmukh Raghavan Ranganathan 《Journal of Materials Science & Technology》 2025年第1期127-151,共25页
Since antiquity,humans have been involved in designing materials through alloying strategies to meet the ever-growing technological demands.In 2004,this endeavor witnessed a significant breakthrough with the discovery... Since antiquity,humans have been involved in designing materials through alloying strategies to meet the ever-growing technological demands.In 2004,this endeavor witnessed a significant breakthrough with the discovery of high-entropy alloys(HEAs)comprising multi-principal elements.Owing to the four“core-effects”,these alloys exhibit exceptional properties including better structural stability,high strength and ductility,improved fatigue/fracture toughness,high corrosion and oxidation resistance,superconductiv-ity,magnetic properties,and good thermal properties.Different synthesis routes have been designed and used to meet the properties of interest for particular applications with varying dimensions.How-ever,HEAs are providing new opportunities and challenges for computational modelling of the complex structure-property correlations and in predictions of phase stability necessary for optimum performance of the alloy.Several attempts have been made to understand these alloys by empirical and computa-tional models,and data-driven approaches to accelerate the materials discovery with a desired set of properties.The present review discusses advances and inferences from simulations and models spanning multiple length and time scales explaining a comprehensive set of structure-properties relations.Addi-tionally,the role of machine learning approaches is also reviewed,underscoring the transformative role of computational modelling in unravelling the multifaceted properties and applications of HEAs,and the scope for future efforts in this direction. 展开更多
关键词 High-entropy alloys DFT Molecular dynamics CALPHAD Machine learning Structure-property correlations
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Quantitative principles of dynamic interaction between rock support and surrounding rock in rockburst roadways 被引量:2
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作者 Lianpeng Dai Dingjie Feng +4 位作者 Yishan Pan Aiwen Wang Ying Ma Yonghui Xiao Jianzhuo Zhang 《International Journal of Mining Science and Technology》 2025年第1期41-55,共15页
Rockbursts, which mainly affect mining roadways, are dynamic disasters arising from the surrounding rock under high stress. Understanding the interaction between supports and the surrounding rock is necessary for effe... Rockbursts, which mainly affect mining roadways, are dynamic disasters arising from the surrounding rock under high stress. Understanding the interaction between supports and the surrounding rock is necessary for effective rockburst control. In this study, the squeezing behavior of the surrounding rock is analyzed in rockburst roadways, and a mechanical model of rockbursts is established considering the dynamic support stress, thus deriving formulas and providing characteristic curves for describing the interaction between the support and surrounding rock. Design principles and parameters of supports for rockburst control are proposed. The results show that only when the geostress magnitude exceeds a critical value can it drive the formation of rockburst conditions. The main factors influencing the convergence response and rockburst occurrence around roadways are geostress, rock brittleness, uniaxial compressive strength, and roadway excavation size. Roadway support devices can play a role in controlling rockburst by suppressing the squeezing evolution of the surrounding rock towards instability points of rockburst. Further, the higher the strength and the longer the impact stroke of support devices with constant resistance, the more easily multiple balance points can be formed with the surrounding rock to control rockburst occurrence. Supports with long impact stroke allow adaptation to varying geostress levels around the roadway, aiding in rockburst control. The results offer a quantitative method for designing support systems for rockburst-prone roadways. The design criterion of supports is determined by the intersection between the convergence curve of the surrounding rock and the squeezing deformation curve of the support devices. 展开更多
关键词 Deep roadway ROCKBURST Dynamic interaction Rock support Surrounding rock Rockburst control
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Development and application of rock rheological constitutive model considering dynamic stress field and seepage field 被引量:2
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作者 Yian Chen Guangming Zhao +2 位作者 Wensong Xu Shoujian Peng Jiang Xu 《International Journal of Mining Science and Technology》 2025年第3期467-482,共16页
The generalized rheological tests on sandstone were conducted under both dynamic stress and seepage fields.The results demonstrate that the rheological strain of the specimen under increased stress conditions is great... The generalized rheological tests on sandstone were conducted under both dynamic stress and seepage fields.The results demonstrate that the rheological strain of the specimen under increased stress conditions is greater than that under creep conditions,indicating that the dynamic stress field significantly influences the rheological behaviours of sandstone.Following the rheological tests,the number of small pores in the sandstone decreased,while the number of medium-sized pores increased,forming new seepage channels.The high initial rheological stress accelerated fracture compression and the closure of seepage channels,resulting in reduction in the permeability of sandstone.Based on the principles of generalized rheology and the experimental findings,a novel rock rheological constitutive model incorporating both the dynamic stress field and seepage properties has been developed.Numerical simulations of surrounding rock deformation in geotechnical engineering were carried out using a secondary development version of this model,which confirmed the applicability of the generalized rheological numerical simulation method.These results provide theoretical support for the long-term stability evaluation of engineering rock masses and for predicting the deformation of surrounding rock. 展开更多
关键词 Generalized rheological test Seepage-stress coupling Seepage properties Dynamic stress field Rheological constitutive model
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Flow behavior and dynamic softening mechanism of Pt−10Ir precious alloy 被引量:1
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作者 Xin-pei ZHANG Jun-jie HE +7 位作者 Lin PI Quan FU Wen-yan ZHOU Jun CHENG Sheng-wen BAI Xuan ZHOU Yi LIU Yong MAO 《Transactions of Nonferrous Metals Society of China》 2025年第1期225-242,共18页
The hot deformation behavior of Pt−10Ir alloy was studied under a wide range of deformation parameters.At a low deformation temperature(950−1150℃),the softening mechanism is primarily dynamic recovery.In addition,dyn... The hot deformation behavior of Pt−10Ir alloy was studied under a wide range of deformation parameters.At a low deformation temperature(950−1150℃),the softening mechanism is primarily dynamic recovery.In addition,dynamic recrystallization by progressive lattice rotation near grain boundaries(DRX by LRGBs)and microshear bands assisted dynamic recrystallization(MSBs assisted DRX)coordinate the deformation.However,it is difficult for the dynamic softening to offset the stain hardening due to a limited amount of DRXed grains.At a high deformation temperature(1250−1350℃),three main DRX mechanisms associated with strain rates occur:DRX by LRGBs,DRX by a homogeneous increase in misorientation(HIM)and geometric DRX(GDRX).With increasing strain,DRX by LRGBs is enhanced gradually under high strain rates;the“pinch-off”effect is enhanced at low strain rates,which was conducive to the formation of a uniform and fine microstructure. 展开更多
关键词 platinum alloy hot deformation microstructure evolution dynamic recovery dynamic recrystallization
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Research on multi-scale simulation and dynamic verification of high dynamic MEMS components in additive manufacturing 被引量:1
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作者 Sining Lv Hengzhen Feng +2 位作者 Wenzhong Lou Chuan Xiao Shiyi Li 《Defence Technology(防务技术)》 2025年第5期275-291,共17页
Metal Additive Manufacturing(MAM) technology has become an important means of rapid prototyping precision manufacturing of special high dynamic heterogeneous complex parts. In response to the micromechanical defects s... Metal Additive Manufacturing(MAM) technology has become an important means of rapid prototyping precision manufacturing of special high dynamic heterogeneous complex parts. In response to the micromechanical defects such as porosity issues, significant deformation, surface cracks, and challenging control of surface morphology encountered during the selective laser melting(SLM) additive manufacturing(AM) process of specialized Micro Electromechanical System(MEMS) components, multiparameter optimization and micro powder melt pool/macro-scale mechanical properties control simulation of specialized components are conducted. The optimal parameters obtained through highprecision preparation and machining of components and static/high dynamic verification are: laser power of 110 W, laser speed of 600 mm/s, laser diameter of 75 μm, and scanning spacing of 50 μm. The density of the subordinate components under this reference can reach 99.15%, the surface hardness can reach 51.9 HRA, the yield strength can reach 550 MPa, the maximum machining error of the components is 4.73%, and the average surface roughness is 0.45 μm. Through dynamic hammering and high dynamic firing verification, SLM components meet the requirements for overload resistance. The results have proven that MEM technology can provide a new means for the processing of MEMS components applied in high dynamic environments. The parameters obtained in the conclusion can provide a design basis for the additive preparation of MEMS components. 展开更多
关键词 Additive manufacturing High dynamic MEMS components Multiscale control Process optimization High dynamic verification
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Flow Behavior and Dynamic Recrystallization Mechanism of CSS‑42L Bearing Steel During Hot Compression Deformation 被引量:1
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作者 Tianyi Zeng Zirui Luo +2 位作者 Hao Chen Wei Wang Ke Yang 《Acta Metallurgica Sinica(English Letters)》 2025年第3期465-480,共16页
In this work,fow behavior and dynamic recrystallization(DRX)mechanism of a low carbon martensitic stainless bearing steel,CSS-42L,were investigated using a thermomechanical simulator under the temperature and strain r... In this work,fow behavior and dynamic recrystallization(DRX)mechanism of a low carbon martensitic stainless bearing steel,CSS-42L,were investigated using a thermomechanical simulator under the temperature and strain rate ranges of 900 to 1100℃ and 0.1 to 20 s^(−1),respectively.The Arrhenius-type constitutive equation was established based on the fow stress curves.Moreover,the peak stress decreased with the increase in deformation temperature and the decrease in strain rate.There were two DRX mechanisms during hot deformation of the current studied steel,the main one being discontinuous dynamic recrystallization mechanism,acting through grain boundary bulging and migration,and the auxiliary one being continuous dynamic recrystallization mechanism,working through the rotation of sub-grains.On the basis of microstructural characterizations,power dissipation maps and fow instability maps,the optimized hot deformation parameters for CSS-42L bearing steel were determined as 1050℃/0.1 s^(−1) and 1100℃/1 s^(−1). 展开更多
关键词 CSS-42L bearing steel Hot deformation Flow stress Constitutive equation Discontinuous dynamic recrystallization Continuous dynamic recrystallization
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Theoretical and experimental study on high-entropy flotation of micro-fine cassiterite 被引量:1
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作者 Shuming Wen Yongchao Miao +2 位作者 Yanyu Tang Zhengyong Song Qicheng Feng 《International Journal of Mining Science and Technology》 2025年第1期19-39,共21页
Tin is a critical metal for various industries,making its recovery from low-grade cassiterite ores crucial.This study aimed to optimize the flotation recovery of cassiterite using multi-component collector systems.Sev... Tin is a critical metal for various industries,making its recovery from low-grade cassiterite ores crucial.This study aimed to optimize the flotation recovery of cassiterite using multi-component collector systems.Several collectors were initially selected through micro-flotation tests,leading to the identification of optimal proportions for a four-component collector system(SHA-OHA-SPA-DBIA in a 4:3:2:1 ratio).Molecular dynamics simulations and surface tension tests were used to investigate the micellar behavior of these collectors in aqueous solution.The adsorption characteristics were quantified using microcalorimetry,enabling the determination of collection entropy and changes in Gibbs free energy.The four-component collector system showed the highest entropy change and the most favorable Gibbs free energy,leading to a cassiterite recovery of above 90%at a concentration of 8.0×10^(5)mol/L.Various analytical techniques were employed to systematically characterize the adsorption mechanism.The findings revealed a positive correlation between the adsorption products formed by the multicomponent collectors on the cassiterite surface and the entropy changes.Industrial-scale testing of the high-entropy collector system produced a tin concentrate with an Sn grade of 6.17%and an Sn recovery of 82.43%,demonstrating its substantial potential for practical applications in cassiterite flotation. 展开更多
关键词 High-entropy FLOTATION CASSITERITE Adsorption Molecular dynamics QCM-D
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