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基于多模态改进残差网络的输电线路绝缘子覆冰类型识别方法 被引量:1
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作者 谢静 肖韩 +4 位作者 刘志坚 龙志宏 张德龙 韩一瑞 张帅龙 《电力系统保护与控制》 北大核心 2026年第1期130-142,共13页
电力输电设备覆冰不仅会增加绝缘子表面的负荷,还会导致电弧击穿和绝缘失效等严重问题,威胁电力输送的可靠性与安全性。传统的人工观察、图像处理的边缘检测和基于支持向量机(support vector machine,SVM)的方法受限于复杂的环境和不稳... 电力输电设备覆冰不仅会增加绝缘子表面的负荷,还会导致电弧击穿和绝缘失效等严重问题,威胁电力输送的可靠性与安全性。传统的人工观察、图像处理的边缘检测和基于支持向量机(support vector machine,SVM)的方法受限于复杂的环境和不稳定的气象条件,难以满足实时监测和精确分类的需求。为此,提出了一种基于多模态改进残差网络的深度学习模型。该模型结合图像特征、覆冰图像的纹理特征以及气象数据3种模态,通过特征层融合提升覆冰类型分类的准确性。首先对覆冰图像进行去雾处理,利用基于暗通道先验的改进型去雾算法去除雾霾干扰,显著提升图像的清晰度和对比度。然后,通过灰度共生矩阵(gray-level co-occurrence matrix,GLCM)提取去雾后图像的纹理特征,并结合改进的残差网络(residual network,ResNet)对纹理特征和图像特征进行处理,以全面捕捉覆冰图像中的细微结构和表面特性。接着,构建包含温度、湿度、风速的气象信息数据集。最后,将图像特征、纹理特征与气象特征相结合,形成融合多模态特征的深度学习模型。通过现场实际工况下的绝缘子覆冰样本的训练和测试,算法对覆冰类型识别的准确率达到92.9%,验证了去雾技术与融合多模态特征的深度学习模型在提升覆冰类型识别精度方面的有效性。 展开更多
关键词 绝缘子覆冰 类型识别 纹理特征 微气象 动态赋权
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Unmasking Social Robots’Camouflage:A GNN-Random Forest Framework for Enhanced Detection
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作者 Weijian Fan Chunhua Wang +1 位作者 xiao han Chichen Lin 《Computers, Materials & Continua》 SCIE EI 2025年第1期467-483,共17页
The proliferation of robot accounts on social media platforms has posed a significant negative impact,necessitating robust measures to counter network anomalies and safeguard content integrity.Social robot detection h... The proliferation of robot accounts on social media platforms has posed a significant negative impact,necessitating robust measures to counter network anomalies and safeguard content integrity.Social robot detection has emerged as a pivotal yet intricate task,aimed at mitigating the dissemination of misleading information.While graphbased approaches have attained remarkable performance in this realm,they grapple with a fundamental limitation:the homogeneity assumption in graph convolution allows social robots to stealthily evade detection by mingling with genuine human profiles.To unravel this challenge and thwart the camouflage tactics,this work proposed an innovative social robot detection framework based on enhanced HOmogeneity and Random Forest(HORFBot).At the core of HORFBot lies a homogeneous graph enhancement strategy,intricately woven with edge-removal techniques,tometiculously dissect the graph intomultiple revealing subgraphs.Subsequently,leveraging the power of contrastive learning,the proposed methodology meticulously trains multiple graph convolutional networks,each honed to discern nuances within these tailored subgraphs.The culminating stage involves the fusion of these feature-rich base classifiers,harmoniously aggregating their insights to produce a comprehensive detection outcome.Extensive experiments on three social robot detection datasets have shown that this method effectively improves the accuracy of social robot detection and outperforms comparative methods. 展开更多
关键词 Social robot detection graph neural networks random forest HOMOPHILY heterophily
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重大工程智能建造价值影响因素研究--基于社会技术系统视角
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作者 丁继勇 朱继阳 +2 位作者 田君芮 肖晗 刘嘉良 《土木工程与管理学报》 2026年第1期84-90,共7页
智能建造作为一种新型建造模式,其价值发挥对于重大工程项目目标实现具有重要意义。分析了重大工程智能建造内涵及其价值;基于社会技术系统理论,结合文献研究与访谈调研,识别出重大工程智能建造价值的18个影响因素,进而借助模糊DEMATEL-... 智能建造作为一种新型建造模式,其价值发挥对于重大工程项目目标实现具有重要意义。分析了重大工程智能建造内涵及其价值;基于社会技术系统理论,结合文献研究与访谈调研,识别出重大工程智能建造价值的18个影响因素,进而借助模糊DEMATEL-ISM方法,计算影响度、被影响度、原因度和中心度等指标,构建影响因素的多级递阶结构模型,确定包括组织敏捷性、高管支持、业务流程数字化、技术成熟度等在内的7个关键影响因素,并提出了优化治理机制、强化高管考核、加强技术研发与先进技术转化等智能建造价值提升建议。为政府和企业制定智能建造推广与应用方面的管理策略提供参考。 展开更多
关键词 社会技术系统 智能建造 价值 影响因素 模糊DEMATEL-ISM
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Magnetic-dielectric synergistic enhancement effect of anti-perovskite medium-entropy alloy nitride foams designed by lattice expansion engineering
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作者 Wangchang Li Zengbao Ma +13 位作者 Wanjia Li Lun Fan Yue Kang Ting Zou xiao han Yao Ying Wenbo Xiang Zhiwei Li Jing Yu Jingwu Zheng Liang Qiao Juan Li Min Wu Shenglei Che 《Journal of Materials Science & Technology》 2025年第2期42-52,共11页
A single-phase anti-perovskite medium-entropy alloy nitride foams(MEANFs),as innovative materials for electromagnetic wave(EMW)absorption,have been successfully synthesized through the lattice expansion induced by nit... A single-phase anti-perovskite medium-entropy alloy nitride foams(MEANFs),as innovative materials for electromagnetic wave(EMW)absorption,have been successfully synthesized through the lattice expansion induced by nitrogen doping.This achievement notably overcomes the inherent constraints of conventional metal-based absorbers,including low resonance frequency,high conductivity,and elevated density,for the synergistic advantages provided by multimetallic alloys and foams.Microstructural analysis with comprehensive theoretical calculations provides in-depth insights into the formation mechanism,electronic structure,and magnetic moment of MEANFs.Furthermore,deliberate component design along with the foam structure proves to be an effective strategy for enhancing impedance matching and absorption.The results show that the MEANFs exhibit a minimum reflection loss(RL_(min))value of-60.32 dB and a maximum effective absorption bandwidth(EAB_(max))of 5.28 GHz at 1.69 mm.This augmentation of energy dissipation in EMW is predominantly attributed to factors such as porous structure,interfacial polarization,defect-induced polarization,and magnetic resonance.This study demonstrates a facile and efficient approach for synthesizing single-phase medium-entropy alloys,emphasizing their potential as materials for electromagnetic wave absorption due to their adjustable magnetic-dielectric properties. 展开更多
关键词 Medium-entropy alloy nitride foams Anti-perovskite structure Lattice expansion Engineering Magnetic-dielectric synergistic Electromagnetic wave absorption
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Deposition patterns and mechanisms of PVD plasma erosion-resistant coatings based on boundary constraint conditions
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作者 xiao han Quanzhi ZhanG Guangyu HE 《Chinese Journal of Aeronautics》 2025年第9期436-446,共11页
When immersed in sand and dust environment,aero-engine blades are exposed to harsh erosion which may lead to failure if erosion is severe.Using Physical Vapor Deposition(PVD)to prepare hard ceramic coatings can greatl... When immersed in sand and dust environment,aero-engine blades are exposed to harsh erosion which may lead to failure if erosion is severe.Using Physical Vapor Deposition(PVD)to prepare hard ceramic coatings can greatly enhance the operational capabilities of aero-engine.However,due to the“line-of-sight”processing characteristic of PVD process,uneven coating deposition rates occur when preparing coatings on obstructed areas such as blisks.Quantitative research on such phenomena is few,and it is even rarer in the study of aero-engine coatings.Based on the analyses and considerations of the geometric shape of blade surfaces and the influence of both deposition and re-sputtering effect,an ideal model is established to analyze the deposition rate variation along blocked region in complex self-shadowing boundaries.The relative deposition rates at various locations on the blade surface within the inter-blade gaps are quantitatively calculated and experimentally validated.Furthermore,differences in erosion resistance of the coatings are tested.The conclusions are drawn as follows:the geometric configuration of the obstructed shape and resputtering phenomenon significantly influence the deposition rates within the inner wall of blade gaps.Taking the structural configuration as an example,in a 25 mm×60 mm×15 mm gap,the coating thickness can vary more than 252%from the thickest to the thinnest location.The deposition rates of various locations are proportional to the solid angle of incident ion in more obstructed regions,and the re-sputtering is more prominent in open regions.Obstructive boundaries directly affect the erosion resistance at various locations within the gaps,with erosion failure time decreasing by 40%in heavily blocked region compared to open region. 展开更多
关键词 PVD Anti-erosion coating Plasma sheath Re-sputtering Obstructive boundary
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Porous pure magnetic foam with engineered heterointerfaces for enhanced microwave absorption
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作者 Wangchang Li Xinyue Xu +13 位作者 Lun Fan Jie Zhang Yuetong Qian Yue Kang Ting Zou xiao han Yao Ying Jing Yu Jingwu Zheng Liang Qiao Juan Li Min Wu Renchao Che Shenglei Che 《Journal of Materials Science & Technology》 2025年第31期113-121,共9页
Despite significant progress in the structure and properties of porous absorbing materials,major challenges remain due to complex preparation technology,high production costs,and poor corrosion resistance.In this stud... Despite significant progress in the structure and properties of porous absorbing materials,major challenges remain due to complex preparation technology,high production costs,and poor corrosion resistance.In this study,nanowires were used as the substrate,liquid nitrogen controls ice crystal growth orientation,and ammonia gas facilitates the generation of magnetic substances.The resulting pure magnetic porous foam(PMF)material exhibits enhanced performance in absorbing electromagnetic waves(EMWs)and improved corrosion resistance.The PMF's microstructure was analyzed for its dielectric and magnetic loss characteristics.The PMF combines a porous framework,nanoscale architecture,and exclusive magnetic components to create a lightweight foam absorbent material with enhanced magnetic dissipation capabilities.Among them,the Fe_(4)N PMF demonstrates an impressive minimum reflection loss(RLmin)value of−66.8 dB at a thickness of 1.09 mm,exhibits an effective absorption bandwidth of 4.00 GHz,and shows exceptional corrosion resistance with a self-corrosion potential of−0.65 V.Moreover,the effectiveness of the Fe_(4)N PMF in absorbing intelligent EMWs has been validated through radar cross-section(RCS)simulations.In summary,this study has developed electromagnetic wave-absorbing materials with slim profiles,lightweight properties,strong absorption capabilities,and excellent corrosion resistance.These characteristics make them highly promising for microwave absorption applications. 展开更多
关键词 NANOWIRES Pure magnetic foam Electromagnetic waves absorption Corrosion resistance
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Soft magnetism enhancement and eddy current suppression in bioinspired Iron-based nanocrystalline soft magnetic composites with nacre-like structure
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作者 Wangchang Li Wenbo Xiang +8 位作者 Yue Kang Ting Zou xiao han Yao Ying Jing Yu Jingwu Zheng Liang Qiao Juan Li Shenglei Che 《Journal of Materials Science & Technology》 2025年第3期202-210,共9页
Bioinspired nacre-like structured high-density soft magnetic composites(SMCs)have been successfully constructed using flaky-Fe_(73.8)Si_(13.5)B_(8.7)Cu_(1)Nb_(3) powders in the supercooled liquid region(SCLR).These de... Bioinspired nacre-like structured high-density soft magnetic composites(SMCs)have been successfully constructed using flaky-Fe_(73.8)Si_(13.5)B_(8.7)Cu_(1)Nb_(3) powders in the supercooled liquid region(SCLR).These densely arranged particles with a consistent planar orientation significantly enhance the soft magnetic properties of SMCs,including high permeability and low magnetic losses.The internal structures of the composites and microstructure evolution of the flaky nanocrystalline particles during the hot-pressing process have been thoroughly studied.Moreover,systematic investigations into the effects of coatings and particle sizes on the maximum permeability and magnetic losses of the composites are conducted.The SMC prepared using the coated particles with a size of 0-100μm exhibits a high maximum perme-ability of 2170(at 1000 Hz)and low magnetic loss of 41.61 W kg^(-1)(at 1000 Hz and 1.0 T).The losses and permeability analysis reveal that the superior performance of these soft magnetic materials is attributed to their laminated structure,insulation coating,and the reduced planar demagnetizing factor.Compared to the traditional silicon steel,this novel SMCs exhibits high magnetic permeability and reduced magnetic losses at frequencies above 1000 Hz,which possess immense application potential within high-frequency electric machines. 展开更多
关键词 Nacre-like structure Nanocrystalline soft magnetic composite High permeability Low magnetic loss
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台风天气下考虑应急响应机制的电网损失风险评估方法
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作者 肖涵 谢宁 +1 位作者 王承民 张华一 《电力自动化设备》 北大核心 2026年第1期14-22,共9页
极端自然灾害频发和应急管理体系规范化建设背景下,为提升城市电网灾害应急水平、保障公共安全、降低灾害损失,提出台风天气下考虑应急响应机制的电网损失风险评估方法。基于台风风速时空演进特征分析,提出电网多时段预警模型;考虑多时... 极端自然灾害频发和应急管理体系规范化建设背景下,为提升城市电网灾害应急水平、保障公共安全、降低灾害损失,提出台风天气下考虑应急响应机制的电网损失风险评估方法。基于台风风速时空演进特征分析,提出电网多时段预警模型;考虑多时段预警和应急响应提出电网灾害应急评估指标体系,基于考虑电网应急响应机制的评估指标逻辑关系,提出电网损失风险评估方法,考虑电网业务部门应急工作的流程及效果评估损失风险。以台风“杜苏芮”为例,算例分析表明,多时段预警模型可反馈灾害期间城市电网遭受灾害影响程度的变化,损失风险评估方法可合理评估电网应急响应工作影响下的灾害公共安全风险。 展开更多
关键词 台风 自然灾害 灾害预警 应急响应 电网损失 风险评估
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血清LDH和IL-1β、IL-6、IL-8水平与小细胞肺癌患者临床特征的关系
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作者 肖菡 沈存芳 +2 位作者 史雪霞 唐玉平 乔晓敏 《山东医药》 2026年第1期24-28,共5页
目的探讨小细胞肺癌(SCLC)患者血清乳酸脱氢酶(LDH)和白细胞介素1β(IL-1β)、IL-6、IL-8水平与临床特征之间的关系。方法前瞻性纳入42例初诊、不可手术治疗的SCLC患者,采用全自动生化仪检测其血清LDH水平,采用ELISA法检测其血清IL-1β... 目的探讨小细胞肺癌(SCLC)患者血清乳酸脱氢酶(LDH)和白细胞介素1β(IL-1β)、IL-6、IL-8水平与临床特征之间的关系。方法前瞻性纳入42例初诊、不可手术治疗的SCLC患者,采用全自动生化仪检测其血清LDH水平,采用ELISA法检测其血清IL-1β、IL-6和IL-8水平,分析上述指标与患者年龄、性别、疾病分期、吸烟史、转移部位及数量等临床特征的关系。结果≥60岁、广泛期、有肝转移和淋巴结转移的患者血清LDH水平高于<60岁、局限期、无肝转移和淋巴结转移的患者(P均<0.05),且血清LDH水平与转移部位数量呈正相关(r=0.468,P=0.002)。女性患者血清IL-1β水平高于男性患者(P<0.05)。广泛期SCLC患者血清IL-6水平高于局限期患者(P<0.05)。血清IL-8水平在不同临床特征SCLC患者间无统计学意义(P均>0.05)。不同血清LDH水平患者间血清IL-1β、IL-6和IL-8水平差异无统计学意义,不同血清IL-1β、IL-6和IL-8水平患者间血清LDH水平差异无统计学意义(P均>0.05)。结论SCLC患者血清LDH水平在广泛期、肝转移及淋巴结转移患者中升高,且随转移部位增多而上升;血清IL-6在广泛期患者中升高,血清IL-1β水平在不同性别患者中存在差异;上述指标可反映SCLC的疾病进展程度,为疾病评估提供一定参考。 展开更多
关键词 小细胞肺癌 乳酸脱氢酶 白细胞介素1Β 白细胞介素6 白细胞介素8
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影像学检查在慢加急性肝衰竭中的应用
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作者 肖涵 原雨航 徐卫玲 《临床肝胆病杂志》 北大核心 2026年第1期222-227,共6页
慢加急性肝衰竭(ACLF)是在慢性肝病基础上出现的多器官衰竭综合征,短期病死率极高,其诊断标准在全球范围内尚未统一。影像学检查在ACLF的评估与预后预测中发挥重要作用,可以构成从形态、功能到血流动力学的多维度评估体系。计算机断层... 慢加急性肝衰竭(ACLF)是在慢性肝病基础上出现的多器官衰竭综合征,短期病死率极高,其诊断标准在全球范围内尚未统一。影像学检查在ACLF的评估与预后预测中发挥重要作用,可以构成从形态、功能到血流动力学的多维度评估体系。计算机断层扫描可用于测量肝脏体积及诊断肌少症,提供关键的形态学与营养状态参数。磁共振成像特别是钆贝葡胺增强扫描,能实现肝功能定量评估,对预测短期生存率具有重要意义。超声及其弹性成像技术则通过无创测量肝脏硬度和血流动力学参数,实现早期预警ACLF发病和病程动态监测。本文系统综述了3种不同影像学检查在ACLF诊断及病情监测中的关键作用,有助于整合多种影像学优势,并可联合临床指标构建诊疗模型,可作为未来实现ACLF早期干预、改善临床结局的关键方向。 展开更多
关键词 慢加急性肝衰竭 体层摄影术 X线计算机 磁共振成像 超声检查
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Fe含量对TA4纯钛热变形行为的影响
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作者 余堃 王永胜 +5 位作者 李杰 梁浩伟 肖寒 刘昆 潘澄 王隽生 《特种铸造及有色合金》 北大核心 2026年第2期251-256,共6页
基于Gleeble-3500热力学模拟试验机对不同Fe含量的TA4纯钛进行了热压缩变形试验,研究了Fe含量对TA4纯钛热变形行为和变形机理的影响。结果表明,添加Fe有利于降低TA4纯钛材料的高温流动应力,表现出更明显的流动软化现象,且软化程度随Fe... 基于Gleeble-3500热力学模拟试验机对不同Fe含量的TA4纯钛进行了热压缩变形试验,研究了Fe含量对TA4纯钛热变形行为和变形机理的影响。结果表明,添加Fe有利于降低TA4纯钛材料的高温流动应力,表现出更明显的流动软化现象,且软化程度随Fe含量增大而增大。此外,Fe的添加显著细化了晶粒,TA4纯钛近似{0001}∥ND的热变形织构逐渐消失,促使了α晶粒取向逐渐随机化。加入Fe后TA4纯钛在热压缩过程中发生了更加严重的塑性变形。Fe促进了α晶粒的动态再结晶过程,其高温软化机理随Fe的加入逐渐由动态回复(DRV)向动态再结晶(DRX)转变。 展开更多
关键词 纯钛 热变形 显微组织演变 动态再结晶
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现代牛郎织女的生育效应——基于通勤婚姻对生育意愿的影响及机制研究
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作者 肖涵 黎晓锋 《山西财经大学学报》 北大核心 2026年第1期40-51,共12页
探究通勤婚姻模式对居民生育意愿的影响,对于理解当代家庭在经济发展与个体需求平衡下的决策机制具有重要的现实意义。利用中国综合社会调查数据,实证分析通勤婚姻对居民生育意愿的影响及其作用机制。研究发现,通勤婚姻显著降低居民生... 探究通勤婚姻模式对居民生育意愿的影响,对于理解当代家庭在经济发展与个体需求平衡下的决策机制具有重要的现实意义。利用中国综合社会调查数据,实证分析通勤婚姻对居民生育意愿的影响及其作用机制。研究发现,通勤婚姻显著降低居民生育意愿,且对多孩生育意愿抑制作用最大。机制检验表明,通勤婚姻主要通过弱化传统角色认知、减少社会信任、增强认同偏移来降低居民生育意愿。异质性分析显示,该影响存在劳动强度、就业模式和年龄异质性,对超时劳动、正式就业、青年阶段居民的生育意愿影响更大。 展开更多
关键词 通勤婚姻 生育意愿 角色认知 社会信任 认同偏移 就业模式 劳动强度 角色分工
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Protease-and lipase-producing halotolerant/halophilic strains:prediction,screening,and heterogeneous visualization of fermented shrimp paste
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作者 Hongli Yao Shuangping Liu +6 位作者 Tiantian Liu Dongna Ma xiao han Zhilei Zhou Rui Chang Zhimin Zhang Jian Mao 《Food Science and Human Wellness》 2026年第2期924-937,共14页
To obtain protease-and lipase-producing halotolerant/halophilic strains suitable for shrimp paste(SP)fermentation,the microbial community structure and enzyme-producing microbial species were analyzed and predicted us... To obtain protease-and lipase-producing halotolerant/halophilic strains suitable for shrimp paste(SP)fermentation,the microbial community structure and enzyme-producing microbial species were analyzed and predicted using metagenomics in 3 high-salt samples.Based on the linear salt gradient method,128 strains were screened.Eight halotolerant/halophilic strains highly producing 2 types of enzymes were identified and inoculated into lowsalt SP to assess the heterogeneity of SP.Physicochemical properties of SP indicated that Bacillus subtilis XJ-11,Virgibacillus halodenitrificans XJ-229,Piscibacillus halophilus XY-193,and Bacillus vallismortis HT-73 were more suitable for rapid fermentation of SP.Nutritional analysis showed that SP inoculated with V.halodenitrificans XJ-229 had the highest free amino acid content and SP inoculated with P.halophilus XY-193 had the highest unsaturated fatty acid content.The former had prominent umami,sweetness,and meaty aroma,weak bitterness and fishy flavor,and the closest flavor to the control(CP)based on sensory evaluation and E-nose analysis.A total of 61 volatile compounds were detected in all samples by SPME-GC-MS,of which 32,23,40,24,and 28 were detected in the CP and SP inoculated with B.subtilis XJ-11,V.halodenitrificans XJ-229,P.halophilus XY-193,and B.vallismortis HT-73,respectively,with 12,11,12,9,and 9 key flavor compounds.Among several samples,the highest levels of pyrazines,aldehydes,alcohols,and ketones were found in SP inoculated with B.subtilis XJ-11,V.halodenitrificans XJ-229,P.halophilus XY-193,and B.vallismortis HT-73,respectively.These results suggested that inoculation of different enzyme-producing halotolerant/halophilic strains resulted in differences in SP quality and main flavors.This study provides some references for process control and interpretation of heterogeneous mechanisms in low-salt SP fermented by inoculated strains. 展开更多
关键词 Shrimp paste METAGENOMICS Heterogeneity Physicochemical properties Rapid fermentation Volatile compounds
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长江流域皱叶菜高效周年生产及配茬模式构建
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作者 龚伟 张凯 +5 位作者 肖涵 唐玖珍 黄波 刘倩 宋朝阳 祝花 《长江蔬菜》 2026年第3期80-84,共5页
为充分发挥长江流域特色农业资源优势,加快推动武汉地区“名优特新”农产品产业发展,针对武汉亚非种业有限公司培育的羽衣甘蓝改良品种万连青皱叶菜,系统研究了其高效栽培技术及周年生产模式。通过品种特性鉴定、育苗与田间管理技术优... 为充分发挥长江流域特色农业资源优势,加快推动武汉地区“名优特新”农产品产业发展,针对武汉亚非种业有限公司培育的羽衣甘蓝改良品种万连青皱叶菜,系统研究了其高效栽培技术及周年生产模式。通过品种特性鉴定、育苗与田间管理技术优化、病虫害绿色防控及多茬口轮作试验,明确了该品种适宜春、秋两季主栽;全生育期需精准调控温湿度,配合分期追肥与绿色防控措施,采收叶片和菜薹综合产量达1 100 kg/667 m^(2)。构建了春皱叶菜—樟树港辣椒、春番茄—夏黄瓜—秋皱叶菜等5种高效配茬生产模式。该技术与生产模式可为皱叶菜规模化推广提供支撑,助力农业增效与农民增收。 展开更多
关键词 皱叶菜 高效栽培 周年生产 长江流域 配茬模式
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Droplets Self-Draining on the Horizontal Slippery Surface for Real-Time Anti-/De-Icing
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作者 xiao han Xu Sun +4 位作者 Di Zhao Mingjia Sun Kesong Liu Liping Heng Lei Jiang 《Nano-Micro Letters》 2026年第2期584-598,共15页
Undesired ice accumulation on infrastructure and transportation systems leads to catastrophic events and significant economic losses.Although various anti-icing surfaces with photothermal effects can initially prevent... Undesired ice accumulation on infrastructure and transportation systems leads to catastrophic events and significant economic losses.Although various anti-icing surfaces with photothermal effects can initially prevent icing,any thawy droplets remaining on the horizontal surface can quickly re-freezing once the light diminishes.To address these challenges,we have developed a self-draining slippery surface(SDSS)that enables the thawy droplets to self-remove on the horizontal surface,thereby facilitating real-time anti-icing with the aid of sunlight(100 m W cm^(-2)).This is achieved by sandwiching a thin pyroelectric layer between slippery surface and photothermal film.Due to the synergy between the photothermal and pyroelectric layers,the SDSS not only maintains a high surface temperature of 19.8±2.2℃at the low temperature(-20.0±1.0℃),but also generates amount of charge through thermoelectric coupling.Thus,as cold droplets dropped on the SDSS,electrostatic force pushes the droplets off the charged surface because of the charge transfer mechanism.Even if the surface freezes overnight,the ice can melt and drain off the SDSS within 10 min of exposure to sunlight at-20.0±1.0℃,leaving a clean surface.This work provides a new perspective on the anti-icing system in the real-world environments. 展开更多
关键词 Slippery surfaces Droplet self-draining Anti-/de-icing Thermoelectric coupling Charge transfer
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长短叶片混流式水轮机宽负荷运行下泥沙磨损特性
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作者 耿清华 肖汉 +4 位作者 魏新宇 黄振宇 张海库 王文全 裴俊先 《水力发电》 2026年第3期56-61,77,共7页
针对我国西部地区多沙河流中混流式水轮机普遍面临的泥沙磨损难题,以长短叶片混流式水轮机为研究对象,系统研究了宽负荷运行下的泥沙磨损特性,并提出了运行建议。选取0.8、0.6和0.4倍额定出力3种典型出力水平,每个出力水平下设置2个具... 针对我国西部地区多沙河流中混流式水轮机普遍面临的泥沙磨损难题,以长短叶片混流式水轮机为研究对象,系统研究了宽负荷运行下的泥沙磨损特性,并提出了运行建议。选取0.8、0.6和0.4倍额定出力3种典型出力水平,每个出力水平下设置2个具有不同导叶开度与运行水头组合的代表性工况,在考虑电站实际泥沙级配和多年平均泥沙浓度的基础上,通过DPM模型追踪泥沙颗粒运动轨迹,采用Mansouri磨损模型对不同工况下转轮叶片的泥沙磨损进行预测。结果表明,机组低于额定出力运行时,叶片吸力面磨损更为严重,并且随着出力降低,叶片压力面的磨损区域逐渐缩小、强度减弱,而吸力面的磨损则不断加剧,其中短叶片吸力面在低出力下尤为敏感。相比之下,同一出力水平下的小开度高水头工况普遍诱发更强的泥沙磨损。综合分析发现,在宽负荷运行下优先采用大开度低水头运行方式有助于减缓转轮磨损,延长设备服役寿命。 展开更多
关键词 混流式水轮机 长短叶片 宽负荷运行 泥沙磨损 固液两相流
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放逐的童年:流动儿童自弃的行为表征及生成机制
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作者 陈纬 肖寒 吴成雯 《少年儿童研究》 2026年第1期93-104,127,128,共14页
社会流动重构了流动儿童的生命历程与日常实践。本研究基于时空社会学与文化生产理论,采用问卷调查与深度访谈相结合的方法,以重庆市主城区某小学111名流动儿童为研究对象,探讨其自弃行为的表征样态与生成机制。研究发现,流动儿童的自... 社会流动重构了流动儿童的生命历程与日常实践。本研究基于时空社会学与文化生产理论,采用问卷调查与深度访谈相结合的方法,以重庆市主城区某小学111名流动儿童为研究对象,探讨其自弃行为的表征样态与生成机制。研究发现,流动儿童的自弃行为呈现学业疏离、网络沉溺、浅层交往、情感回避等多重面向,形成以“悬浮”为核心的行为模式。其生成机制根植于家庭、学校、社会三大社会化场域的断裂与联结缺失:家庭教养功能弱化与情感支持不足催生逃避策略,学校教育中的边缘化体验与学业挫败强化消极认同,社区资源匮乏与空间排斥加剧现实疏离并转向虚拟沉溺。自弃行为并非单纯的自我放弃,而是流动儿童在结构性困境中采取的能动性应对实践,这一过程折射出城乡转型中制度包容不足与支持体系缺位的问题。破解这一困境,需从时空维度整合制度资源,通过家校社协同治理重构支持网络,在深化教育公平的同时,推动流动儿童实现社会融入与自我发展。 展开更多
关键词 流动儿童 自我放弃 时空社会学 文化生产
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Coupling Enhancement of a Flexible BiFeO_(3) Film-Based Nanogenerator for Simultaneously Scavenging Light and Vibration Energies 被引量:3
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作者 xiao han Yun Ji +3 位作者 Li Wu Yanlong Xia Chris RBowen Ya Yang 《Nano-Micro Letters》 SCIE EI CAS CSCD 2022年第12期137-150,共14页
Coupled nanogenerators have been a research hotspot due to their ability to harvest a variety of forms of energy such as light,mechanical and thermal energy and achieve a stable direct current output.Ferroelectric fil... Coupled nanogenerators have been a research hotspot due to their ability to harvest a variety of forms of energy such as light,mechanical and thermal energy and achieve a stable direct current output.Ferroelectric films are frequently investigated for photovoltaic applications due to their unique photovoltaic properties and bandgap-independent photovoltage,while the flexoelectric effect is an electromechanical property commonly found in solid dielectrics.Here,we effectively construct a new form of coupled nanogenerator based on a flexible BiFeO_(3) ferroelectric film that combines both flexoelectric and photovoltaic effects to successfully harvest both light and vibration energies.This device converts an alternating current into a direct current and achieves a 6.2% charge enhancement and a 19.3%energy enhancement to achieve a multi-dimensional"1+1>2"coupling enhancement in terms of current,charge and energy.This work proposes a new approach to the coupling of multiple energy harvesting mechanisms in ferroelectric nanogenerators and provides a new strategy to enhance the transduction efficiency of flexible functional devices. 展开更多
关键词 Ferroelectric film Coupled nanogenerators Photovoltaic effect Flexoelectric effect Energy collection
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Effect of cerium addition on microstructure and mechanical properties of as-cast high grade knives steel 被引量:2
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作者 Xi-ya Qiao xiao han +3 位作者 Zhi-jun He Zhen Zhuang Xin Yang Fei-xiong Mao 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2022年第12期1986-1994,共9页
The carbides and mechanical properties of as-cast high grade knives steel with and without cerium(Ce)addition were studied.The as-cast microstructure of the steel,the size of carbide precipitation,carbide morphology,a... The carbides and mechanical properties of as-cast high grade knives steel with and without cerium(Ce)addition were studied.The as-cast microstructure of the steel,the size of carbide precipitation,carbide morphology,and mechanical properties were systematically studied through optical microscopy,scanning electron microscopy,and X-ray diffraction.Besides,through the Equilib module of the FactSage thermodynamics software,the changes in the precipitation type of the inclusions with Ce during the solidification of the steel were calculated.The results indicate that the rare earth Ce is added into the steel to refine the as-cast microstructure of the steel.The types of inclusions in the steel are changed by the addition of Ce.The precipitated carbide morphology changes from a complex rod shape to a relatively single lamellar shape.The rare earth inclusions formed in steel by a moderate addition of Ce can be severed as the core of heterogeneous nucleation of carbides,which reduce the size of carbide precipitation,promote the uniform distribution of carbide in the as-cast steel,and improve the mechanical properties of the as-cast high grade knives steel. 展开更多
关键词 CARBIDE Microstructure Mechanical property CERIUM High grade knives steel
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Cross-Ice Acoustic Communication:Cascade Acoustic Channel Model and Experimental Results 被引量:2
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作者 Jingwei Yin Wei Men +1 位作者 Guangping Zhu xiao han 《China Communications》 SCIE CSCD 2021年第2期228-240,共13页
Cross-ice acoustic information transmission is an effective means of communication in polar sea areas covered by ice.However,the channel is extremely complicated because of the combined influence of water,ice,and air.... Cross-ice acoustic information transmission is an effective means of communication in polar sea areas covered by ice.However,the channel is extremely complicated because of the combined influence of water,ice,and air.Based on the normalmode theory,this paper establishes a cascade acoustic channel(CAC)model for the transmission of underwater acoustic waves across ice layer.The model can calculate the displacement response of the ice layer’s upper surface by separating the upward waves from normal modes in the water and multiplying it by a transmission coefficient matrix.The relationship between the displacement response of the upper surface of ice layer and the acoustic frequency is calculated by the finite-element method,and the calculation result was consistent with that of the CAC model.To verify the applicability of the model,a cross-ice acoustic communication experiment was conducted in Songhua River in January 2019.Experimental results show the energy of the acoustic signals received by geophones is closely related to sound frequency and crossice acoustic communication is feasible.The result of present research is important for understanding crossice acoustic channel characteristics and developing future cross-ice acoustic communication in polar sea areas. 展开更多
关键词 cross-ice acoustic communication normal mode CAC model transmission coefficient
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