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基于专利视角的Micro LED产业技术态势分析
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作者 胡思思 李贞贞 《世界科技研究与发展》 2025年第5期651-662,共12页
Micro LED作为新一代显示技术,凭借高亮度、高分辨率、低功耗等特性成为全球显示产业竞争焦点。本文基于专利计量与BERTopic模型方法,对全球Micro LED技术开展专利分析,从技术分布、创新主体、技术主题、法律状态、价值分布等多个维度,... Micro LED作为新一代显示技术,凭借高亮度、高分辨率、低功耗等特性成为全球显示产业竞争焦点。本文基于专利计量与BERTopic模型方法,对全球Micro LED技术开展专利分析,从技术分布、创新主体、技术主题、法律状态、价值分布等多个维度,系统梳理了该领域的发展现状与趋势。研究表明:中国的专利申请量占据全球主导地位,但高价值专利仍集中于美国和日本等发达国家;显示设备、量子点/全彩化、显示应用、材料与元器件、芯片及显示屏六大领域是专利技术重点细分方向;巨量转移、全彩显示等关键技术仍处于突破阶段,产业生态需进一步完善;光电子与集成电路、人工智能等电子信息技术的深度融合进一步驱动Micro LED技术向高精度、高集成度方向发展。基于分析结果,本文从核心技术突破、产学研协同机制、差异化应用场景、国际竞争力提升等方面提出建议,为中国Micro LED产业高质量发展提供参考。 展开更多
关键词 micro LED 专利分析 BERTopic 巨量转移 全彩显示
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Micro LED表面缺陷的快速高精度检测 被引量:2
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作者 赵天元 董登峰 +2 位作者 王国名 王博 周维虎 《光学精密工程》 北大核心 2025年第9期1434-1445,共12页
为了满足Micro LED缺陷检测对实时性和高精度的要求,结合轻量化的设计和增强的特征提取能力,提出了一种快速高精度的检测算法LED-YOLO。该方法通过设计图像采集系统并结合多种数据增广策略,模拟工业环境中的实际干扰,增强了训练数据的... 为了满足Micro LED缺陷检测对实时性和高精度的要求,结合轻量化的设计和增强的特征提取能力,提出了一种快速高精度的检测算法LED-YOLO。该方法通过设计图像采集系统并结合多种数据增广策略,模拟工业环境中的实际干扰,增强了训练数据的多样性。针对Micro LED缺陷的低区分度问题,提出了轻量级动态融合模块(Lightweight Dynamic Fusion Module,LDFM),该模块结合动态卷积、深度卷积和通道混合操作,在保持模型轻量化的同时,提升了特征表达能力。为了进一步加强缺陷区域的关注,设计了增强协调注意力模块(Enhanced Coordinate Attention Module,ECAM),通过结合通道和空间注意力机制及残差连接,增强了特征提取的准确性。最后,考虑到Micro LED图像的纵横比变化较小,引入动态聚焦机制,提出了DIoU_W回归损失函数,显著提高了模型的收敛速度和稳定性。实验结果表明,LED-YOLO的检测准确率、召回率、mAP、F1值均优于目前最先进的YOLOv11s模型,在参数量减少1.6 M的情况下,检测速度和检测精度均有明显提升,可以有效满足实际Micro LED面板制造过程的质量检验需求。 展开更多
关键词 深度学习 micro LED 缺陷检测 动态卷积 注意力机制
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High performance photodegradation resistant PVA@TiO_(2)/carboxyl-PES self-healing reactive ultrafiltration membrane 被引量:1
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作者 Yu Liang Yuanfang Fan +5 位作者 Zhongmin Su Mingxin Huo Xia Yang Hongliang Huo Chi Wang Zhi Geng 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第2期31-39,共9页
The occurrence of ultrafiltration(UF)membrane fouling frequently hampers the sustainable advancement of UF technology.Reactive self-cleaning UF membranes can effectively alleviate the problem of membrane fouling.Never... The occurrence of ultrafiltration(UF)membrane fouling frequently hampers the sustainable advancement of UF technology.Reactive self-cleaning UF membranes can effectively alleviate the problem of membrane fouling.Nevertheless,the self-cleaning process may accelerate membrane aging.Addressing these concerns,we present an innovative design concept for composite self-healing materials based on self-cleaning UF membranes.To begin,TiO_(2)nanoparticles were incorporated into the polymer molecular structure via molecular design,resulting in the synthesis of TiO_(2)/carboxyl-polyether sulfone(PES)hybrid materials.Subsequently,the nonsolvent-induced phase inversion technique was employed to prepare a novel of UF membrane.Lastly,a polyvinyl alcohol(PVA)hydrogel coating was applied to the hybrid UF membrane surface to create PVA@TiO_(2)/carboxyl-PES self-healing reactive UF membranes.By establishing a covalent bond,the TiO_(2)nanoparticles were effectively and uniformly dispersed within the UF membrane,leading to exceptional self-cleaning properties.Furthermore,the water-absorbing and swelling properties of PVA hydrogel,along with its capacity to form hydrogen bonds with water molecules,resulted in UF membranes with improved hydrophilicity and active self-healing abilities.The results demonstrated that the water contact angle of PVA@5%TiO_(2)/carboxyl-PES UF membrane was 43.1°.Following a 1-h exposure to simulated solar exposure,the water flux recovery ratio increased from 48.16%to 81.03%.Moreover,even after undergoing five cycles of 12-h simulated sunlight exposure,the UF membranes exhibited a consistent retention rate of over 97%,thus fully demonstrating their exceptional self-cleaning,antifouling,and selfhealing capabilities.We anticipate that the self-healing reactive UF membrane system will serve as a pioneering and comprehensive solution for the self-cleaning antifouling challenges encountered in UF membranes while also effectively mitigating the aging effects of reactive UF membranes. 展开更多
关键词 ultrafiltration membrane SELF-CLEANING SELF-HEALING Poly(aryl ether sulfone)
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基于量子点颜色转换层的Micro LED研究进展
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作者 程旭东 陈祖康 +3 位作者 张针霖 朱艳青 徐刚 徐雪青 《新能源进展》 北大核心 2025年第1期107-120,共14页
微发光二极管(Micro LED)显示器是由微米级半导体发光像元阵列所组成的新型显示技术,是显示技术与LED技术复合集成的综合性技术。与液晶显示器和有机发光二极管显示器相比,Micro LED具有对比度高、功耗低、寿命长、响应时间短等优点。然... 微发光二极管(Micro LED)显示器是由微米级半导体发光像元阵列所组成的新型显示技术,是显示技术与LED技术复合集成的综合性技术。与液晶显示器和有机发光二极管显示器相比,Micro LED具有对比度高、功耗低、寿命长、响应时间短等优点。然而,由于LED芯片尺寸缩小至20μm以下,导致其吸收截面减小,使得传统的荧光粉颜色转换技术无法提供足够的亮度和产量,以满足高分辨率显示的需求。而量子点材料凭借其高量子产率、宽色域、颜色可调等优点,有望成为代替荧光粉的最佳材料。结合了量子点颜色转换技术的Micro LED光电器件具有高亮度、高效率和宽色域的优势,在显示领域具有广阔的应用前景。目前许多学界和产业界的研究者对全彩显示的Micro LED进行了深入研究,逐步实现了Micro LED的商业化。简要回顾了广泛应用于显示领域的量子点材料合成和优异性能的重要研究成果,然后以印刷技术、光刻技术、微流控技术、激光写入技术这四种效果突出的颜色转换层沉积工艺分类总结了基于量子点颜色转换技术Micro LED的全彩显示策略与性能优劣。最后,对基于量子点颜色转换层的Micro LED光电器件的应用前景进行了展望。 展开更多
关键词 量子点 micro LED 颜色转换层 全彩显示
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Characterization of dissolved organic matter and membrane fouling in coagulation-ultrafiltration process treating micro-polluted surface water 被引量:5
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作者 Fan Bu Baoyu Gao +2 位作者 Qinyan Yue Xue Shen Wenyu Wang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2019年第1期318-324,共7页
Coagulation–ultrafiltration(C–UF) is widely used for surface water treatment. With the removal of pollutants, the characteristics of organic matter change and affect the final treatment efficiency and the developmen... Coagulation–ultrafiltration(C–UF) is widely used for surface water treatment. With the removal of pollutants, the characteristics of organic matter change and affect the final treatment efficiency and the development of membrane fouling. In this study, we built a dynamic C–UF set-up to carry out the treatment of micro-polluted surface water, to investigate the characteristics of dissolved organic matter from different units. The influences of poly aluminum chloride and poly dimethyldiallylammonium chloride(PDMDAAC) on removal efficiency and membrane fouling were also investigated. Results showed that the dosage of PDMDAAC evidently increased the UV254 and dissolved organic carbon removal efficiencies,and thereby alleviated membrane fouling in the C–UF process. Most hydrophobic bases(HoB)and hydrophobic neutral fractions could be removed by coagulation. Similarly, UF was good at removing HoB compared to hydrophilic substances(HiS) and hydrophobic acid(HoA)fractions. HiS and HoA fractions with low molecule weight accumulated on the surface of the membrane, causing the increase of transmembrane pressure(TMP). Membrane fouling was mainly caused by a removable cake layer, and mechanical cleaning was an efficient way to decrease the TMP. 展开更多
关键词 COAGULATION ultrafiltration Dissolved organic matter Membrane FOULING
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幽门螺杆菌感染与胃癌组织p27、CyclinD1、MMP-9蛋白和相关microRNA表达及临床病理特征的关系分析
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作者 赵剑 戴敏 +1 位作者 孙燃 许亚军 《实用医学杂志》 北大核心 2025年第18期2890-2897,共8页
目的 分析幽门螺杆菌(Hp)感染与胃癌(GC)组织p27、细胞周期蛋白D1(CyclinD1)、基质金属蛋白酶9(MMP-9)蛋白和相关微小核糖核酸(microRNA)表达及临床病理特征的关系。方法 收集行手术切除的116例GC患者,根据Hp感染情况分为Hp阳性组、Hp... 目的 分析幽门螺杆菌(Hp)感染与胃癌(GC)组织p27、细胞周期蛋白D1(CyclinD1)、基质金属蛋白酶9(MMP-9)蛋白和相关微小核糖核酸(microRNA)表达及临床病理特征的关系。方法 收集行手术切除的116例GC患者,根据Hp感染情况分为Hp阳性组、Hp阴性组,分别为76、40例,Hp阳性组患者根据预后情况又分为良好预后组、不良预后组,分别为56、20例。比较癌组织和癌旁组织及各组p27、CyclinD1、MMP-9蛋白和miR-490-3p、miR-146a表达,分析癌组织p27、CyclinD1、MMP-9蛋白和miR-490-3p、miR-146a表达与Hp阳性GC患者临床病理特征及预后的关系,同时分析Hp阳性GC患者不良预后发生的危险因素,并构建预测模型探索其预测价值。结果 GC组织p27蛋白和miR-490-3p表达低于癌旁组织,而CyclinD1、MMP-9蛋白和miR-146a表达高于癌旁组织(P<0.05),Hp阳性组癌组织p27蛋白和miR-490-3p表达低于Hp阴性组,而CyclinD1、MMP-9蛋白和miR-146a表达高于Hp阴性组(P<0.05)。Ⅲ~Ⅳ期、有淋巴结转移的Hp阳性GC患者癌组织p27蛋白、miR-490-3p表达低于Ⅰ~Ⅱ期、无淋巴结转移者(P<0.05),而CyclinD1、MMP-9蛋白和miR-146a表达高于Ⅰ~Ⅱ期、无淋巴结转移者(P<0.05)。与良好预后组相比,不良预后组Ⅲ~Ⅳ期、有淋巴结转移占比及癌组织CyclinD1、MMP-9蛋白和miR-146a表达较高,而癌组织p27、miR-490-3p表达较低(P<0.05)。Ⅲ~Ⅳ期、p27蛋白低表达、MMP-9蛋白高表达、miR-490-3p低表达均为Hp阳性GC不良预后发生的危险因素(P<0.05)。构建的预测模型预测Hp阳性GC不良预后发生的曲线下面积(AUC)值为0.774,敏感度为80.00%,特异度为76.79%。结论 p27、CyclinD1、MMP-9蛋白和miR-146a、miR-490-3p在Hp阳性GC患者中表达异常,其表达水平与TNM分期、淋巴结转移相关,且Ⅲ~Ⅳ期、p27蛋白、miR-490-3p低表达、MMP-9蛋白高表达为Hp阳性GC不良预后的危险因素,基于上述危险因素构建的预测模型对Hp阳性GC不良预后有较好的预测价值。 展开更多
关键词 幽门螺杆菌 胃癌 P27 基质金属蛋白酶9 微小核糖核酸 临床病理特征 预后
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Micro-LED新型显示技术的现状、挑战及展望 被引量:2
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作者 庄喆 刘斌 《科技导报》 北大核心 2025年第2期42-51,共10页
微型发光二极管(Micro-LED)具有较好的稳定性,是当前高亮显示应用的最佳选择,其具有高对比度、低响应时间、宽工作温区、低能耗和广视角等优势,成为当前产业界和学术界比较看好的新型显示技术。综述了Micro-LED新型显示技术的原理,对比... 微型发光二极管(Micro-LED)具有较好的稳定性,是当前高亮显示应用的最佳选择,其具有高对比度、低响应时间、宽工作温区、低能耗和广视角等优势,成为当前产业界和学术界比较看好的新型显示技术。综述了Micro-LED新型显示技术的原理,对比其与现有技术的性能,从材料、器件、集成和成本良率等几个角度探讨了Micro-LED新型显示技术的关键技术挑战。未来3~5年内,Micro-LED显示技术仍然会在材料、器件、集成等技术方面存在技术创新和重大突破的关键机会,该技术支撑着未来显示产业的发展,也是中国科技创新引领全球的一次重要科技革命。建议鼓励创新,营造良好的科技创新环境,通过产学研合作解决当前Micro-LED新型显示技术的关键问题。同时发挥市场和社会资本的作用,引导产业遵循技术发展和商业发展规律。Micro-LED显示产业尽管仍面临技术挑战,但增强现实等近眼显示设备的推出,可能彻底革新现有的显示产品形态,Micro-LED显示产业市场将可能迎来爆发式增长。 展开更多
关键词 micro-LED新型显示 micro-LED芯片 技术挑战 产业发展
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Evaluation of Four Measurement Operation Modes of Streaming Potential for Microfiltration and Ultrafiltration Membranes 被引量:3
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作者 王志 赵媛媛 +3 位作者 叶楠 王纪孝 赵之平 王世昌 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2006年第4期456-463,共8页
Surface charge characteristics of a membrane can be determined by the streaming potential. In order to obtain more accurate streaming potential value during the measurement, four measurement operation modes were inves... Surface charge characteristics of a membrane can be determined by the streaming potential. In order to obtain more accurate streaming potential value during the measurement, four measurement operation modes were investigated in this study, and among the four modes, the steady mode with pressure stepped downward was considered the best one. Experimental results showed that the effects of compaction on the streaming potential measurement for a microfiltration membrane was more obvious than that for a ultrafiltration membrane. Both feed pH and presoaking could affect the measurement of streaming potential. 展开更多
关键词 charge characteristics streaming potential microFILTRATION ultrafiltration adsorption kinetics
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Less pressure contributes to gravity-driven membrane ultrafiltration with greater performance:Enhanced driving efficiency and reduced disinfection by-products formation potential
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作者 Xiaoting Wu Yufei Li +3 位作者 Zhaoyang Su Long Tian Muhammad Saboor Siddique Wenzheng Yu 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2024年第3期407-419,共13页
Gravity-driven membrane(GDM)systems have been well developed previously;however,impacts of driving(i.e.,transmembrane)pressure on their performance received little attention,which may infuence GDM performance.In this ... Gravity-driven membrane(GDM)systems have been well developed previously;however,impacts of driving(i.e.,transmembrane)pressure on their performance received little attention,which may infuence GDM performance.In this study,we evaluated 4 GDM systems via altering the transmembrane pressure from 50 mbar to 150 mbar with 2 groups,treating surface water in Beijing,China.Results showed that less driving pressure was more favorable.Specifically,compared to groups(150 mbar),groups under a pressure of 50 mbar were found to have greater normalized permeability and lower total resistance.During the whole operation period,the quality of effuents was gradually improved.For example,the removal efficiency of UV254was significantly improved;particularly,under low driving pressure,the removal efficiency of UV254in PES GDM system increased by 11.91%,as compared to the corresponding system under high driving pressure.This observation was consistent with the reduction on disinfection by-products(DBPs)formation potential;groups under 50 mbar achieved better DBPs potential control,indicating the advantages of lower driving pressure.Biofilms were analyzed and responsible for these differences,and distinct distributions of bacteria communities of two GDM systems under 50 and 150 mbar may be responsible for various humic-like substances removal efficiency.Overall,GDM systems under less pressure should be considered and expected to provide suggestions on the design of GDM systems in real applications. 展开更多
关键词 ultrafiltration Gravity driven operation Membrane fouling Biofilms Disinfection by-products
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基于micro-LED的波分复用高速水下可见光通信系统研究
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作者 应红 张涛 +3 位作者 王彬峰 刘涛 唐堂 惠天宇 《照明工程学报》 2025年第5期60-73,共14页
本文研究了一种基于2个商用LED和5个自行设计micro-LED的波分复用(Wavelength Division Multiplexing,WDM)超高速水下可见光通信概念验证系统。通过预均衡和正交频分复用调制技术,在0.6 m水下环境中实现了28.82 Gbps的聚合通信速率,这... 本文研究了一种基于2个商用LED和5个自行设计micro-LED的波分复用(Wavelength Division Multiplexing,WDM)超高速水下可见光通信概念验证系统。通过预均衡和正交频分复用调制技术,在0.6 m水下环境中实现了28.82 Gbps的聚合通信速率,这是目前所知基于micro-LED的水下可见光通信(Underwater Visible Light Communication,UVLC)的破纪录传输速率,较现有最高纪录(20.09 Gbps)提升43%。相对单通道455 nm micro-LED(7.23 Gbps),容量增益达4倍。此外,本研究还分析了各波长光源的调制带宽与光功率特性,并利用63%和40%衰减片模拟扩展距离传输环境。采用63%衰减片的WDM-UVLC系统可获得聚合速率为18.35 Gbps,其中最短的估算传输距离为650 nm波长的光源,仅为1.81 m。使用40%衰减片的WDM-UVLC获得了15.36 Gbps的总通信速率,最短估算传输距离为2.75 m,而对于在水环境衰减特性小的蓝绿光则能够获得超过8 m的估算传输距离。尤其对于455 nm通道SNR仅下降5 dB即可维持BER<3.8×10^(-3),验证了方案在功率波动下的鲁棒性与潜力。该研究不仅验证了波分复用技术结合micro-LED在水下高速通信中的潜力,更表明多色micro-LED是波分复用UVLC发射器的绝佳候选器件,通过特定的光学滤波器和光学设计,未来可实现更集成的波分复用系统。 展开更多
关键词 水下可见光通信 波分复用 micro-LED 正交频分复用
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Selective adsorption of tetracycline by β-CD-immobilized sodium alginate aerogel coupled with ultrafiltration for reclaimed water
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作者 Xi Quan Jun Zhang +2 位作者 Linlin Yin Wei Zuo Yu Tian 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第4期27-34,共8页
In this work,a novel composite material based on β-cyclodextrin-immobilized sodium alginate aerogel(β-CD/NaAlg) was developed utilizing cross-linker of epichlorohydrin and applied as an adsorbent to remove tetracycl... In this work,a novel composite material based on β-cyclodextrin-immobilized sodium alginate aerogel(β-CD/NaAlg) was developed utilizing cross-linker of epichlorohydrin and applied as an adsorbent to remove tetracycline antibiotics from reclaimed wastewater.A series of characterizations were utilized to confirm the successful synthesis of the adsorbent and this β-CD/NaAlg presented a three-dimensional network at the nanoscale or microscale.Under optimal conditions(pH=4,t=8 h,β-CD:NaAlg=9,adsorbent dosage = 1.5 g·L-1),the maximum removal rate of β-CD/NaAlg to tetracycline was 70%.The adsorption behavior of tetracycline on β-CD/NaAlg conformed to the Freundlich isotherm model(R2=0.9977) and the pseudo-second-order kinetic model(R^(2)=0.9993).Moreover,the adsorbent still removed 55.3% of tetracycline after five cycles.Specially,the adsorbent was integrated with ultrafiltration to adsorb tetracycline antibiotics from simulated reclaimed wastewater,and the removal rate of tetracycline reached 78.9% within 2 h.The existence of Cr(Ⅵ) had a negligible impact on tetracycline removal,while the presence of humic acid exhibited a promoting effect.The possible adsorption mechanisms were also elucidated through X-ray photoelectron spectroscopy and density functional theory analysis.In summary,β-CD/NaAlg represents an environmentally friendly,efficient,and sustainable adsorbent for removing tetracycline antibiotics from reclaimed water. 展开更多
关键词 b-CD/NaAlg aerogel Covalent grafting Tetracycline antibiotics ultrafiltration Selective adsorption Reclaimed water
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Microbial Removal from Secondary Treated Wastewater Using a Hybrid System of Ultrafiltration and Reverse Osmosis 被引量:1
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作者 Jehad Abbadi Rinad Saleh +5 位作者 Sameh Nusseibeh Muhannad Qurie Mustafa Khamis Rafik Karaman LauraScrano Sabino Aurelio Bufo 《Journal of Environmental Science and Engineering(A)》 2012年第7期853-869,共17页
The efficiency of advanced membranes towards removal of general and specific microbes from wastewater was investigated. The treatment included a subsequent system of activated sludge, ultrafiltration (hollow fibre me... The efficiency of advanced membranes towards removal of general and specific microbes from wastewater was investigated. The treatment included a subsequent system of activated sludge, ultrafiltration (hollow fibre membranes with 100 kDa cut-off, and spiral wound membranes with 20 kDa cut-off), and RO (reverse osmosis). The removal evaluation of screened microbes present in treated wastewater showed that hollow fibre membrane rejected only 1 log (90% rejection) of the TPC (total microbial count), TC (total coliforms), and FC (faecal coliforms). A higher effectiveness was observed with spiral wound, removing 2-3 logs (99%-99.9%) of TPC and complete rejection of TC and FC. The RO system was successful in total rejection of all received bacteria. The removal evaluation of inoculated specific types of bacteria showed that the hollow membranes removed 2 logs (99%) of inoculated E. coli (10^7-10^8 cfu/mL inoculum), 2-3 logs (99%-99.9%) of Enterococus spp. (10^7-10^10 cfu/mL inoculum), 1-2 logs (90%-99%) of Salmonella (10^8-10^10 cfu/mL inoculum) and 1-2 logs (90%-99%) of Shigella (10^5-10^6 cfu/mL inoculum). The spiral wound was significantly efficient in rejecting further 3 logs of E. coil, 5 logs of Enterococus spp., 4 logs of Salmonella, and a complete rejection of all received bacteria was accomplished by RO membrane. The results indicate that Gram positive bacteria were removed much more efficiently compared to the Gram negative ones, the rationale behind such behaviour is based on cell walls elasticity. 展开更多
关键词 Wastewater treatment microbial load removal ultrafiltration reverse osmosis filtration technology microbial fouling.
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Evaluation of Four Measurement Operation Modes of Streaming Potential for Microfiltration and Ultrafiltration Membranes
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作者 王志 赵媛媛 +3 位作者 叶楠 王纪孝 赵之平 王世昌 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2006年第4X期456-463,共8页
Surface charge characteristics of a membrane can be determined by the streaming potential. In order to obtain more accurate streaming potential value during the measurement, four measurement operation modes were inves... Surface charge characteristics of a membrane can be determined by the streaming potential. In order to obtain more accurate streaming potential value during the measurement, four measurement operation modes were investigated in this study, and among the four modes, the steady mode with pressure stepped downward was con- sidered the best one. Experimental results showed that the effects of compaction on the streaming potential meas- urement for a microfiltration membrane was more obvious than that for a ultrafiltration membrane. Both feed pH and presoaking could affect the measurement of streaming potential. 展开更多
关键词 CHARGE characteristics STREAMING potential microFILTRATION ultrafiltration ADSORPTION KINETICS
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Pilot Study on Powder Active Carbon / Flotation/Microflocculation / Ultrafiltration Combined Process for Treatment of Reservoir Water
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作者 Wuchang Song Mantun Li +2 位作者 Xiaoliang Yang Ruibao Jia Shaohua Sun 《Meteorological and Environmental Research》 CAS 2013年第12期57-60,共4页
[Objective] The study aimed to discover the effects of powder active carbon( PAC) /flotation /micro-flocculation /ultrafiltration combined process on the treatment of reservoir water. [Method]Taken the water from a ... [Objective] The study aimed to discover the effects of powder active carbon( PAC) /flotation /micro-flocculation /ultrafiltration combined process on the treatment of reservoir water. [Method]Taken the water from a mountainous reservoir for the initial samples,the parameters such as turbidity,COD Mn,chlorophyll-a and methylisobormeol( MIB) of water samples were monitored before and after treated with combined processes of micro-flocculation /ultrafiltration, flotation /micro-flocculation /ultrafiltration, PAC /flotation /micro-flocculation /ultrafiltration. [Result] The results showed that the removal rates of turbidity of water samples by the above three processes were 97. 5%,98. 0% and 98. 6%,respectively. The removal rates of COD Mn were 30. 9%,35. 0% and 52. 0%. The removal rates of chlorophyll-a were 80. 6%,91. 0% and 99. 0%. The removal rates of MIB were 17. 0%,34. 2% and 97. 0%. [Conclusion]The PAC /flotation /micro-flocculation ultrafiltration combined process can be flexibly combined based on the characteristics of algae and odor in water,and is suitable for water plant construction or reconstruction. 展开更多
关键词 ultrafiltration FLOTATION micro-FLOCCULATION Powder active carbon China
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基于micro-CT实验的颗粒体系接触力计算及演化分析 被引量:1
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作者 王潇 宋世琦 +3 位作者 平子健 盛思源 商宪义 陈凡秀 《物理学报》 北大核心 2025年第1期207-217,共11页
三维颗粒体系颗粒间接触力计算是散体力学研究的重难点.以双弹性橡胶球为研究对象,开展显微CT(micro-CT)原位平压实验,基于Hertz接触理论和Tatara大变形接触理论,验证了弹性球接触模型,获得了基于实验的弹性球接触力理论公式.以三维颗... 三维颗粒体系颗粒间接触力计算是散体力学研究的重难点.以双弹性橡胶球为研究对象,开展显微CT(micro-CT)原位平压实验,基于Hertz接触理论和Tatara大变形接触理论,验证了弹性球接触模型,获得了基于实验的弹性球接触力理论公式.以三维颗粒体系为研究对象,开展了micro-CT原位探针加载实验,获取颗粒二维图像序列,经过系列数字变换得到数字体图像,获得了不同加载状态下三维颗粒体系接触力网络,分析了颗粒体系接触力分布及演化规律,探究了强接触数量及分布演化与颗粒体系稳定性的联系.研究结果表明:基于实验的弹性球接触力公式能合理有效表征两颗粒间的接触力;探针加载下颗粒间接触力呈现以探针压头接触点为起点,向下方和四周逐级传递接触力的网状分布;强接触数量占接触总数量的45%-50%,分布贯穿于整个颗粒体系内部,支撑起颗粒体系网络结构,较大值集中于压头下方呈现树杈状分布;加载过程中,z=14 mm处建立了平衡点,平衡点处,强接触数量达到顶峰,强接触力网络结构布满整个三维颗粒体系,建立起承受外载荷的主要骨架,随着加载继续,强接触力的整体数值更高,在颗粒体系内部分布也更加均匀. 展开更多
关键词 显微CT 原位加载 颗粒接触模型 接触力
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基于Micro-CT分析大豆种子结构表型及构建种子重量预测模型 被引量:1
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作者 刘长斌 李远鲲 +3 位作者 郭民坤 樊江川 郭新宇 卢宪菊 《大豆科学》 北大核心 2025年第1期11-21,共11页
大豆是重要的粮油兼用作物,是植物蛋白质的重要来源,为明确大豆种子结构特征并构建种子重量预测模型,以42个不同大豆品种为材料,利用Micro-CT技术扫描测试样本,通过CT图像的处理解析,获取大豆种子的长度、宽度、厚度、体积、表面积、种... 大豆是重要的粮油兼用作物,是植物蛋白质的重要来源,为明确大豆种子结构特征并构建种子重量预测模型,以42个不同大豆品种为材料,利用Micro-CT技术扫描测试样本,通过CT图像的处理解析,获取大豆种子的长度、宽度、厚度、体积、表面积、种胚体积、表面积及空腔体积特征,人工称重测定单粒重量指标。系统分析种子形态特征及其与重量的相关关系,并对不同品种进行聚类分析,通过对多项形态表型和重量指标进行主成分分析,确定主要贡献指标,基于机器学习算法构建重量预测模型。结果表明:种子形态特征与种子重量显著相关,但种子形状特征对重量无显著影响;42个大豆品种可以分为4类,其中第一类品种蒙豆375和蒙豆60的种子大小和重量指标均显著高于其他3类品种。利用随机森林模型和偏最小二乘回归方法构建的重量预测模型效果优于单一指标的简单线性回归效果。其中,随机森林回归模型训练集和测试集的R^(2)分别为0.80和0.66,RMSE分别为0.017和0.021 g,偏最小二乘回归模型训练集和测试集的R^(2)分别为0.75和0.72,RMSE分别为0.019和0.020 g。研究结果为大豆种子外部形态和内部结构的研究提供了新的技术和方法,为大豆品种分类、产量和品质性状的评价提供理论和技术参考。 展开更多
关键词 micro-CT 大豆 结构表型 重量预测 模型构建 机器学习
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烧结温度对Micro-FAST制备MnZn铁氧体磁芯显微组织的影响
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作者 冯卫东 屈立 +4 位作者 王维 杨刚 杨屹 杨世宇 吴明霞 《热加工工艺》 北大核心 2025年第4期133-136,141,共5页
采用多物理场耦合烧结技术(Micro-FAST)制备MnZn铁氧体U型磁芯零件,探究了烧结温度对MnZn铁氧体磁芯的密度、物相和显微组织的影响。结果表明:在850~1000℃烧结温度范围内,随着烧结温度的升高,试样的密度和尖晶石相含量均先增加后减少... 采用多物理场耦合烧结技术(Micro-FAST)制备MnZn铁氧体U型磁芯零件,探究了烧结温度对MnZn铁氧体磁芯的密度、物相和显微组织的影响。结果表明:在850~1000℃烧结温度范围内,随着烧结温度的升高,试样的密度和尖晶石相含量均先增加后减少。在烧结温度900℃、保温时间480 s、升温速率20℃/s、外加压力70 kg、降温速率5℃/s的工艺参数条件下,烧结制备的MnZn铁氧体磁芯零件具有4.95 g/cm^(3)的最大密度。 展开更多
关键词 多物理场耦合烧结技术 MNZN铁氧体 烧结温度 显微组织
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距骨不同区域骨小梁形态特征的Micro-CT评估
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作者 李磊 张凤珍 +10 位作者 尹兆正 伊钰营 申晓科 段博 王志强 任小燕 李琨 李志军 王奇娇 王星 张少杰 《中国组织工程研究》 北大核心 2026年第15期3946-3952,共7页
背景:距骨骨折治疗难度大,易出现多种并发症,导致预后不良,故需进一步了解距骨内骨小梁分布特征及其与骨折发生的关系。目的:利用Micro-CT技术对距骨标本进行扫描,观测骨小梁结构特征及形态计量学参数,探讨距骨不同区域的骨小梁差异,为... 背景:距骨骨折治疗难度大,易出现多种并发症,导致预后不良,故需进一步了解距骨内骨小梁分布特征及其与骨折发生的关系。目的:利用Micro-CT技术对距骨标本进行扫描,观测骨小梁结构特征及形态计量学参数,探讨距骨不同区域的骨小梁差异,为距骨骨折的预防、治疗及骨折机制研究提供依据。方法:选取53例成人距骨标本进行Micro-CT扫描,将影像资料导入Avata软件进行三维重建,通过对距骨头部、颈部、体部3个感兴趣区域内骨小梁的勾选与重建,观察其形态特征,并测量分析不同区域骨小梁形态计量学参数的差异。结果与结论:①距骨的Micro-CT扫描影像显示其头部和体部的皮质骨较薄,而颈部的皮质骨则相对较厚;颈部的骨小梁分布较为稀疏,而头部和体部的骨小梁则相对致密;②距骨骨小梁的骨体积、骨体积分数、骨小梁模式因子在头部与颈部、体部间比较差异均有显著性意义(P<0.05);距骨骨小梁的骨表面积、骨表面积组织体积比、骨小梁分离度、分形维数在颈部与头部、体部间比较差异均有显著性意义(P<0.05);距骨骨小梁的骨小梁厚度在体部与头部、颈部之间比较差异有显著性意义(P<0.05);距骨骨小梁的骨表面积骨体积比、骨小梁厚度、骨小梁连通性、骨小梁连接密度、各向异性程度、结构模型指数在颈部与头部、体部,头部与体部间比较差异均有显著性意义(P<0.05);③提示Micro-CT技术能够定量分析距骨不同区域骨小梁形态的计量学参数,距骨的骨小梁形态计量学参数存在区域性差异,颈部的骨小梁数量和强度较低,是最容易发生骨折的部位,从骨小梁分布特征说明了距骨骨折好发于颈部。 展开更多
关键词 距骨 micro-CT 骨小梁 区域差异 形态计量学参数
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基于Micro-CT的土壤结构变化三维可视化量化表征方法
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作者 仲伟正 史卓林 +3 位作者 张合虎 康子涵 杨增玲 韩鲁佳 《农业机械学报》 北大核心 2025年第7期653-661,678,共10页
机械压实是导致土壤结构和功能改变,进而制约农业可持续发展的重要因素之一。本文采集砂土、壤土和粘土3种不同质地土壤,采用机械加压方式模拟制备了不同压实程度的土壤样品,并使用先进的Skyscan 1275 MicroCT系统进行样品扫描。比较了... 机械压实是导致土壤结构和功能改变,进而制约农业可持续发展的重要因素之一。本文采集砂土、壤土和粘土3种不同质地土壤,采用机械加压方式模拟制备了不同压实程度的土壤样品,并使用先进的Skyscan 1275 MicroCT系统进行样品扫描。比较了主动轮廓(AC)、标记分水岭(MBW)和K-means 3种不同算法对土壤孔隙和团聚体结构样品Micro-CT图像的分割效果,结果表明K-means图像分割算法最优。采用形态学分水岭算法和Canny边缘检测算法有效实现了土壤团聚体和孔隙个体的原位分离。基于K-means分割算法,优化提出了一种土壤物理结构Micro-CT原位、三维、可视化量化表征方法,原位三维可视化呈现了不同压实土壤样品孔隙和团聚体结构分布量化信息。Micro-CT成像表征结果与实验室分析结果具有很好的一致性。研究结果为土壤压实以及土壤结构数字化图谱等相关研究提供了快速分析方法。 展开更多
关键词 土壤压实 micro-CT 三维可视化 土壤结构 图像分割
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六边m面侧壁Micro-LED芯片制备及其光学特性研究
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作者 邹宣沛 陈鹏 +5 位作者 徐彤 谢自立 赵红 施毅 张荣 郑有炓 《光电子技术》 2025年第3期198-203,共6页
使用标准绿光GaN-LED外延片,制备了边长为10μm的六边m面侧壁Micro-LED芯片阵列。感应耦合等离子体刻蚀芯片台面后,使用TMAH+KOH溶液修复干法刻蚀引起的侧壁损伤,同时形成自对准的标准m面侧壁。作为对比,制备了侧壁沿a面的芯片,研究了... 使用标准绿光GaN-LED外延片,制备了边长为10μm的六边m面侧壁Micro-LED芯片阵列。感应耦合等离子体刻蚀芯片台面后,使用TMAH+KOH溶液修复干法刻蚀引起的侧壁损伤,同时形成自对准的标准m面侧壁。作为对比,制备了侧壁沿a面的芯片,研究了侧壁晶面取向对Micro-LED性能的影响。结果表明m面侧壁芯片具备更光滑的侧壁,漏电流明显小于a面侧壁芯片。当注入电流密度为600 A/cm^(2)时,m面侧壁芯片比a面侧壁芯片外量子效率提升15%,对比侧壁未处理芯片提升82%。这些结果证明侧壁晶面的选择和损伤修复对Micro-LED发光性能提升具有显著影响,设计制备符合GaN六方晶格特征的m面侧壁,可大幅提高发光芯片效率,这为Micro-LED芯片的进一步发展提供了设计新思路。 展开更多
关键词 氮化镓六边形台面 光学特性 量子效率 微型发光二极管
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