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Water Scarcity in Conakry, Guinea: Challenges and Proposed Strategies for a Way Forward
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作者 Bernard Lassimo Diawara Gerald D. S. Quoie Jr +1 位作者 zhuo li Justin Junior Loua 《Journal of Water Resource and Protection》 CAS 2024年第4期264-280,共17页
The capital of Guinea, Conakry, faces a notable difficulty due to a water shortage, which is worsened by the rapid increase in population and urban development. The Guinean Water Company (SEG) faces challenges in supp... The capital of Guinea, Conakry, faces a notable difficulty due to a water shortage, which is worsened by the rapid increase in population and urban development. The Guinean Water Company (SEG) faces challenges in supplying water to the entire city due to its limited area of approximately 420 km<sup>2</sup> and a population of 2 million. Moreover, the population growth rate is anticipated to increase dramatically, exacerbating the difficulty of fulfilling future water requirements. As a result, this study employs data from the Knoema website and the Institute of National Statistics of Guinea (INS) to examine the water production and distribution process by the SEG. The study examines the challenges related to water scarcity in Conakry and suggests strategies to assist the city in managing the present circumstances and planning for the future. The primary objective is to get a long-lasting water supply and uphold water quality to advance public health. 展开更多
关键词 Water Scarcity Conakry Population Growth SDGs SEG
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基于双阶段元学习的小样本中医舌色域自适应分类方法
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作者 卓力 张雷 +2 位作者 贾童瑶 李晓光 张辉 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第3期986-994,共9页
舌色是中医(TCM)望诊最关注的诊察特征之一。在实际应用中,通过一台设备采集到的舌象数据训练得到的舌色分类模型应用于另一台设备时,由于舌象数据分布特性不一致,分类性能往往急剧下降。为此,该文提出一种基于双阶段元学习的小样本中... 舌色是中医(TCM)望诊最关注的诊察特征之一。在实际应用中,通过一台设备采集到的舌象数据训练得到的舌色分类模型应用于另一台设备时,由于舌象数据分布特性不一致,分类性能往往急剧下降。为此,该文提出一种基于双阶段元学习的小样本中医舌色域自适应分类方法。首先,设计了一种双阶段元学习训练策略,从源域有标注样本中提取域不变特征,并利用目标域的少量有标注数据对网络模型进行微调,使得模型可以快速适应目标域的新样本特性,提高舌色分类模型的泛化能力并克服过拟合。接下来,提出了一种渐进高质量伪标签生成方法,利用训练好的模型对目标域的未标注样本进行预测,从中挑选出置信度高的预测结果作为伪标签,逐步生成高质量的伪标签。最后,利用这些高质量的伪标签,结合目标域的有标注数据对模型进行训练,得到舌色分类模型。考虑到伪标签中含有噪声问题,采用了对比正则化函数,可以有效抑制噪声样本在训练过程中产生的负面影响,提升目标域舌色分类准确率。在两个自建中医舌色分类数据集上的实验结果表明,在目标域仅提供20张有标注样本的情况下,舌色分类准确率达到了91.3%,与目标域有监督的分类性能仅差2.05%。 展开更多
关键词 中医舌色分类 小样本 域自适应 双阶段元学习
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基于ResNet-TSM和BiGRU网络的移动视频感知质量评价模型
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作者 杜丽娜 杨硕 +2 位作者 卓力 张菁 李嘉锋 《北京工业大学学报》 CAS CSCD 北大核心 2024年第1期18-26,共9页
考虑到卡顿、质量切换、内容特征等因素对用户体验质量的影响都会直接体现在客户端的失真视频里,提出了一种客户端的移动视频感知质量评价模型。该模型无须对每种影响因素均进行表征和度量,而是基于深度特征提取+回归的思路,直接建立失... 考虑到卡顿、质量切换、内容特征等因素对用户体验质量的影响都会直接体现在客户端的失真视频里,提出了一种客户端的移动视频感知质量评价模型。该模型无须对每种影响因素均进行表征和度量,而是基于深度特征提取+回归的思路,直接建立失真视频与平均意见分数之间的映射模型。首先,构建了ResNet-TSM网络结构,提取失真视频片段的深度时空特征;为了避免维度灾难,采用LargeVis算法对提取的深度特征进行降维,同时提升特征的表达与区分能力。然后,采用双向门控循环单元网络对视频的长时间依赖关系进行建模,得到各视频片段的打分,再利用时间平均池化方法将各片段分数进行聚合,得到整个视频的打分结果。在WaterlooSQoE-Ⅲ和LIVE-NFLX-Ⅱ数据集上的实验结果表明,提出的模型可以获得更高的预测精度。 展开更多
关键词 视频感知质量评价 平均意见分数 卷积神经网络 时间移位模块 双向门控循环单元 深度时空特征
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大型高拱坝嵌深对坝肩块体稳定性的影响分析
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作者 徐扬 肖明砾 +3 位作者 张广森 刘怀忠 卓莉 何江达 《水科学与工程技术》 2024年第2期1-6,共6页
结合古学拱坝坝肩不同嵌深设计方案,利用刚体和有限元极限平衡法,对坝肩块体进行稳定性分析,研究了高拱坝嵌深变化对坝肩块体稳定性的影响规律。结果表明,拱坝嵌深的增加会产生块体体积、滑面面积减小和拱推力增加两种效应,分别增加和... 结合古学拱坝坝肩不同嵌深设计方案,利用刚体和有限元极限平衡法,对坝肩块体进行稳定性分析,研究了高拱坝嵌深变化对坝肩块体稳定性的影响规律。结果表明,拱坝嵌深的增加会产生块体体积、滑面面积减小和拱推力增加两种效应,分别增加和降低块体稳定性,因此坝肩块体抗滑稳定安全系数随嵌深增加呈现出持续增大、持续减小、先增后减、先减后增4类变化趋势。经比选,推荐古学拱坝采用左岸嵌深36.5m、右岸嵌深40.5m的中嵌深方案。 展开更多
关键词 刚体极限平衡法 双曲拱坝 坝体多嵌深 坝肩稳定
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以综合实践能力培养为目标的土力学实验课程改革 被引量:1
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作者 卓莉 万里 王琛 《实验科学与技术》 2023年第3期98-102,共5页
结合土力学实验教学中存在的问题,以学生实践能力培养为目标,针对专业研究和行业领域关注的土力学问题开展实验教学改革。围绕提升课程设计性和综合性提出具有较强自主性、开放性和实践性的实验课题,学生以项目小组形式全过程负责研究... 结合土力学实验教学中存在的问题,以学生实践能力培养为目标,针对专业研究和行业领域关注的土力学问题开展实验教学改革。围绕提升课程设计性和综合性提出具有较强自主性、开放性和实践性的实验课题,学生以项目小组形式全过程负责研究背景、方案设计、实验准备、试验测试及结果分析等实践过程,激发学习主动性,提高实践和创新能力,具有较好的教学效果和示范意义。 展开更多
关键词 教学改革 综合设计型实验 实践能力 土力学实验
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Effect of Au/Ni/4H–SiC Schottky junction thermal stability on performance of alpha particle detection 被引量:1
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作者 叶鑫 夏晓川 +5 位作者 梁红伟 李卓 张贺秋 杜国同 崔兴柱 梁晓华 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第8期482-486,共5页
Au/Ni/n-type 4H–SiC Schottky alpha particle detectors are fabricated and annealed at temperatures between 400℃ and 700℃ to investigate the effects of thermal stability of the Schottky contact on the structural and ... Au/Ni/n-type 4H–SiC Schottky alpha particle detectors are fabricated and annealed at temperatures between 400℃ and 700℃ to investigate the effects of thermal stability of the Schottky contact on the structural and electrical properties of the detectors. At the annealing temperature of 500?C, the two nickel silicides(i.e., Ni_(31)Si_(12) and Ni_2Si) are formed at the interface and result in the formation of an inhomogeneous Schottky barrier. By increasing the annealing temperature,the Ni_(31)Si_(12) transforms into the more stable Ni_2Si. The structural evolution of the Schottky contact directly affects the electrical properties and alpha particle energy resolutions of the detectors. A better energy resolution of 2.60% is obtained for 5.48-MeV alpha particles with the detector after being annealed at 600℃. As a result, the Au/Ni/n-type 4 H–SiC Schottky detector shows a good performance after thermal treatment at temperatures up to 700℃. 展开更多
关键词 物理学 中国 理论分析 科学研究
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Prompt optical emission from gamma-ray bursts with multiple timescale variability of central engine activities
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作者 Si-Yao Xu zhuo li 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2014年第4期411-422,共12页
Complete high-resolution light curves of GRB 080319B observed by Swift present an opportunity for detailed temporal analysis of prompt optical emission. With a two-component distribution of initial Lorentz factors, we... Complete high-resolution light curves of GRB 080319B observed by Swift present an opportunity for detailed temporal analysis of prompt optical emission. With a two-component distribution of initial Lorentz factors, we simulate the dynamical process of shells being ejected from the central engine in the framework of the internal shock model. The emitted radiations are decomposed into different frequency ranges for a temporal correlation analysis between the light curves in different energy bands. The resulting prompt optical and gamma-ray emissions show similar temporal profiles, with both showing a superposition of a component with slow variability and a component with fast variability, except that the gamma-ray light curve is much more variable than its optical counterpart. The variability in the simulated light curves and the strong correlation with a time lag between the optical and gamma-ray emissions are in good agreement with observations of GRB 080319B. Our simulations suggest that the variations seen in the light curves stem from the temporal structure of the shells injected from the central engine of gamma-ray bursts. Future observations with high temporal resolution of prompt optical emission from GRBs, e.g., by UFFOPathfinder and SVOM-GWAC, will provide a useful tool for investigating the central engine activity. 展开更多
关键词 多时间尺度 伽玛射线暴 光发射 引擎 中央 光变曲线 高时间分辨率 射线辐射
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Influences of top clearance and liquid throughput on the performances of an external loop airlift slurry reactor integrated mixing and separation
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作者 Hongyan liu zhuo li +3 位作者 Shujun Geng Fei Gao Taobo He Qingshan Huang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2020年第6期1514-1521,共8页
A new developed external loop airlift slurry reactor, which was integrated with gas–liquid–solid three-phase mixing, mass transfer, and liquid–solid separation simultaneously, was deemed to be a promising slurry re... A new developed external loop airlift slurry reactor, which was integrated with gas–liquid–solid three-phase mixing, mass transfer, and liquid–solid separation simultaneously, was deemed to be a promising slurry reactor due to its prominent advantages such as achieving continuous separation of clear liquid from slurry and cyclic utilization of solid particles without any extra energy, energy-saving, and intrinsic safety design. The principal operating parameters, including gas separator volume, handling capacity, and superficial gas velocity, are systematically investigated here to promote the capabilities of mixing, mass transfer, and yield in the pilot external loop airlift slurry reactor. The influences of top clearance and throughput of the clear liquid on flow regime and gas holdup in the riser, liquid circulating velocity, and volumetric mass transfer coefficient with a typical high solid holdup and free of particles are examined experimentally. It was found that increasing the gas separator volume could promote the liquid circulating velocity by about 14.0% at most. Increasing the handling capacity of the clear liquid from 0.9 m3·h-1 to 3.0 m3·h-1 not only could increase the output without any adverse consequences, but also could enhance the liquid circulating velocity as much as 97.3%. Typical operating conditions investigated here can provide some necessary data and guidelines for this new external loop airlift slurry reactor to upgrade its performances. 展开更多
关键词 External loop airlift reactor MIXING SEPARATION HYDROCYCLONE HYDRODYNAMICS Mass transfer
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Hyper-accuracy three-dimensional reconstruction as a tool for better planning of retroperitoneal liposarcoma resection: A case report
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作者 Mu-Shi Ye Hao-Kai Wu +2 位作者 Xing-Zhang Qin Fan Luo zhuo li 《World Journal of Clinical Cases》 SCIE 2022年第1期268-274,共7页
BACKGROUND Well-differentiated liposarcoma is the second most common pathologic type of retroperitoneal sarcoma.It is characterized by a huge mass,but multiple organ invasions are common.Surgery is the only treatment ... BACKGROUND Well-differentiated liposarcoma is the second most common pathologic type of retroperitoneal sarcoma.It is characterized by a huge mass,but multiple organ invasions are common.Surgery is the only treatment option for potential cure.Hyper-accuracy three-dimensional(3D)reconstruction is widely used in robotic partly nephrectomy owing to its ability to visualize overlapping anatomy.CASE SUMMARY A 54-year-old man was admitted for progressive abdominal distension over the preceding 2 mo.Computed tomography revealed a 32 cm×21 cm×12 cm lipomatous mass.Hyper-accuracy 3D reconstruction was performed because of the complex relationship between the mass and nearby tissue.The patient underwent surgical resection,and the tumor did not recur for over 16 mo.CONCLUSION Hyper-accuracy 3D reconstruction is useful for operative planning owing to its intuitiveness and precise determination of anatomical structures in both tumors and nearby tissues. 展开更多
关键词 Well-differentiated liposarcoma Hyper-accuracy three-dimensional reconstruction Surgical resection Case report
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Study on the effect of Baiban Ointment on the whole gene expression profile of vulvar sclerosing lichen
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作者 Ming-Yu Zhao Gui-Lan liu +2 位作者 Shu-Hui liu Jing Shi zhuo li 《Journal of Hainan Medical University》 2020年第8期20-24,共5页
Objective:To study the effect of Baiban Ointment on gene expression profile of vulvar lichen sclerosus before and after treatment,and to provide theoretical basis for the early diagnosis and clinical treatment of vulv... Objective:To study the effect of Baiban Ointment on gene expression profile of vulvar lichen sclerosus before and after treatment,and to provide theoretical basis for the early diagnosis and clinical treatment of vulvar lichen sclerosus.Methods:Nine patients with vulvar lichen sclerosus diagnosed pathologically were selected as the study object,and the Baiban ointment was applied locally for 3 months.Gene chip technology was used to detect the vulva skin tissue in the same area before and after treatment,and the peripheral normal skin was used as the normal control group to analyze the change of gene expression profile.FC and P values were used as research indicators,and the standard of differential expression was FC value≥1.5,P value<0.05.The differentially expressed genes were screened,and GO analysis and KEGG database gene pathway analysis were carried out.Results:Compared with the normal control group,there were 22 differentially expressed genes in Group A before treatment,of which 21 were up-regulated and 1 was down regulated;compared with Group B before treatment,there were 23 differentially expressed genes,all of which were up regulated.The differentially expressed genes related to Baiban ointment treatment included TBK1、STAT1、ITGAM、VCAN、PRKACB、PROM1、PLAT、SERPINA1.Go analysis showed that the up-regulated differential genes were mainly concentrated in the extracellular exosome,cytosol,extracellular space,Golgi apparatus and other cellular component,using the biological process such as positive regulation of cell metabolism,signal transduction regulation,cell adhesion,etc.,to play a role in protein binding,enzyme activity regulation and other molecular functions.KEGG signaling pathway showed that the differentially expressed genes were significantly enriched in Toll like receptor signaling pathway,Nod like receptor signaling pathway and Fc RI signaling pathway,all of which were up-regulated signaling pathways.Among them,Toll like receptor signaling pathway and Nod like receptor signaling pathway are most closely related to the disease.Conclusion:Baiban ointment may play a role in regulating metabolism,inflammation and immune response by regulating the expression of related genes,affecting the signal transduction such as Toll like receptor signal pathway.The pathway and the genes screened in this study will provide a direction for the future study of this disease. 展开更多
关键词 Vulvar lichen sclerosus Baiban ointment Whole gene expression profile Signaling pathway
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Midline Prostatic Cysts Presenting with Chronic Prostatitis or Secondary Infertility and Minimally Invasive Treatment: Endoscopic or Laparoscopic Approach?
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作者 Hui-hui Zhang Fan Qi +3 位作者 Jun Wang Min-feng Chen zhuo li Xiong-bing Zu 《Surgical Science》 2011年第5期285-289,共5页
Backgrounds: Surgical interventions especially minimally invasive treatments are recommended for symptomatic midline prostatic cysts. The endoscopic unroofing of cysts close to urethra is easy and simple, but it has l... Backgrounds: Surgical interventions especially minimally invasive treatments are recommended for symptomatic midline prostatic cysts. The endoscopic unroofing of cysts close to urethra is easy and simple, but it has little effect on the large cysts and cysts lying deeply, in contrast with the laparoscopic approach. Therefore, the selection of minimally invasive therapeutic approaches is important. The aim of this study is to describe our experience in the diagnosis and selection of minimally invasive treatment for midline prostatic cyst. Methods: 15 cases of midline prostatic cyst were studied.10 cases presented with prostatitis-like symptoms, 1 with dysuria and acute urinary retention, 3 with secondary infertility and the rest 1 with hemospermia. 6 patients presented with small cysts (≤2 cm × 2 cm) close to urethra and underwent transurethral unroofing. The other 9 patients with large cysts (>2 cm × 2 cm) or cysts lying closely behind the prostate received the laparoscopic excision. Results: The average duration of transurethral unroofing and laparoscopic excision was 39 mins and 118 mins respectively, whereas the average time of hospitalization was 2.7 days and 4.5 days respectively. After a follow-up of 21 months, all cases were treated successfully without complications and recurrence. Their prostatitis-like symptoms disappeared, and the three patients presented with secondary infertility achieved conception within one year after the operation. Conclusions: A midline prostatic cyst can present with chronic prostatitis-like symptoms and secondary infertility. It can be cured by minimally invasive treatments, but these procedures should be carefully selected according to the size and location of the cyst. 展开更多
关键词 MIDLINE PROSTATIC CYST Chronic PROSTATITIS Secondary Infertility Minimally Invasive Treatment TRANSURETHRAL CYST UNROOFING Laparoscopy
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A Two-Step Crystallization Route for Hierarchical SAPO-34 Molecular Sieves: Unique Structural Features and Catalytic Property for DTO
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作者 Guomin li zhuo li +3 位作者 Xiangzhong Ren Yan Zhang Zhiwen Chen Jianqiang Yu 《Materials Sciences and Applications》 2019年第4期302-316,共15页
The hierarchical structure can significantly improve the diffusion efficiency of the catalyst and regulate the product distribution. Therefore, the preparation of hierarchical SAPO-34 molecular sieve has been a hot re... The hierarchical structure can significantly improve the diffusion efficiency of the catalyst and regulate the product distribution. Therefore, the preparation of hierarchical SAPO-34 molecular sieve has been a hot research topic. With Cetyltrimethyl Ammonium Bromide (CTAB) and Diethylamine (DEA) as templates, a two-step crystallization process was employed to synthesize hierarchical SAPO-34 molecular sieves. We found that the aging process is vital for the formation of pure phase SAPO-34. It was investigated the relationship of crystallinity trend and mesoporous content with the crystallization time. The results showed that the prolongation of crystallization time was beneficial to enhance the crystallinity of the molecular sieve, but unfavourable to the retention of mesoporous structure. The formation process of hierarchical SAPO-34 molecular sieve involved agglomeration, disintegration, crystallization, re-agglomeration and growth. The hierarchical SAPO-34 molecular sieve with a satisfactory crystallinity and considerable mesoporous structure could be obtained after 36 hours of crystallization. Moreover, the sample had the most suitable acid strength as well as acid amount. The catalytic activity was investigated by catalytic dimethyl ether (DME) to olefin (DTO) reaction. It revealed that the conversion of DME and the selectivity to olefins over the hierarchical SAPO-34 molecular sieve were significantly enhanced with comparison to that over microporous SAPO-34 molecular sieve. The amount of coke deposition of the hierarchical SAPO-34 molecular sieve (14.2%) was lower than that over the microporous molecular sieve (16.5%). Meanwhile, the propylene selectivity of hierarchical SAPO-34 was higher than that of microporous SAPO-34 in the whole reaction. In a word, the hierarchical SAPO-34 molecular sieve synthesized in this study showed a longer catalytic life, higher coke deposition resistance and higher propylene selectivity. 展开更多
关键词 CTAB·Adding STEP by STEP HIERARCHICAL SAPO-34·DTO High PROPYLENE SELECTIVITY
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基于深度学习的单幅图像去雾研究进展 被引量:2
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作者 贾童瑶 卓力 +1 位作者 李嘉锋 张菁 《电子学报》 EI CAS CSCD 北大核心 2023年第1期231-245,共15页
户外视觉系统极易受到雾霾等恶劣天气影响,采集到的图像/视频质量严重下降,这不仅影响人眼的主观感受,也给后续的智能化分析带来严峻挑战.近年来,学者们将深度学习应用于图像去雾领域,取得了诸多的研究成果.但是雾霾图像场景复杂多变、... 户外视觉系统极易受到雾霾等恶劣天气影响,采集到的图像/视频质量严重下降,这不仅影响人眼的主观感受,也给后续的智能化分析带来严峻挑战.近年来,学者们将深度学习应用于图像去雾领域,取得了诸多的研究成果.但是雾霾图像场景复杂多变、降质因素众多,这对去雾算法的泛化能力提出了很高的要求.本文主要总结了近年来基于深度学习的单幅图像去雾技术研究进展.从先验知识和物理模型、映射关系建模、数据样本、知识迁移学习等角度出发,介绍了现有算法的研究思路、具体特点、优势与不足.尤其侧重于近两年来新出现的训练策略和网络结构,如元学习、小样本学习、域自适应、Transformer等.另外,本文在公共数据集上对比了各种代表性去雾算法的主客观性能、模型复杂度等,尤其是分析了去雾后的图像对于后续目标检测任务的影响,更全面地评价了现有算法性能的优劣,并探讨了未来可能的研究方向. 展开更多
关键词 单幅图像去雾 深度学习 无监督学习 域泛化
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基于区域注意力机制的有噪样本下中医舌色分类算法研究
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作者 卓力 李艳萍 +3 位作者 张辉 李晓光 杨洋 魏玮 《世界科学技术-中医药现代化》 CSCD 北大核心 2023年第8期2873-2882,共10页
目的由于舌色标注样本中常常包含有错误标签,这些噪声样本会导致舌色分类性能不高、模型泛化能力差等问题。因此,需要建立自动舌色分类模型,提升有噪标注样本下舌色分类的准确率,促进中医(TCM)舌诊客观化研究。方法从中医舌色分类的特... 目的由于舌色标注样本中常常包含有错误标签,这些噪声样本会导致舌色分类性能不高、模型泛化能力差等问题。因此,需要建立自动舌色分类模型,提升有噪标注样本下舌色分类的准确率,促进中医(TCM)舌诊客观化研究。方法从中医舌色分类的特点出发,提出了一种基于区域注意力机制的有噪样本下中医舌色分类方法。本方法的创新性包括两点:一方面,根据中医医生舌诊的习惯,提出了一种区域注意力机制,增强网络对于舌尖和舌两侧等舌色区域的特征提取能力,而抑制其他区域的特征;另一方面,针对噪声标注样本下的分类网络训练问题,设计了一种对称修正的交叉熵损失函数,用于对舌色分类网络进行优化训练,抑制噪声样本对分类性能的影响。结果在3个自建中医舌色分类数据集上的分类结果显示,准确率分别达到了94.96%、93.36%和93.92%,mAP分别达到了94.53%、93.05%和93.38%,Macro-F1分别达到了94.67%、93.16%和92.43%。结论设计的舌色分类方法能以较低的模型复杂度,显著提升分类精度,提升有噪声样本标注情况下的分类鲁棒性。 展开更多
关键词 中医舌诊 舌色分类 深度学习 有噪样本学习 区域注意力机制
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丁羟推进剂药浆流平性能实验与模拟
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作者 周君 李卓 +2 位作者 鲁荣 魏凌云 张芙宁 《高分子材料科学与工程》 EI CAS CSCD 北大核心 2023年第4期85-92,共8页
为研究表观黏度及屈服应力对丁羟推进剂药浆流平性的影响,文中对丁羟推进剂药浆进行了流平性实验,并提出滞止角的概念来表征药浆的流平性,得出药浆屈服应力对滞止角的影响规律。同时采用Carreau黏度模型模拟了药浆流平过程并与实验结果... 为研究表观黏度及屈服应力对丁羟推进剂药浆流平性的影响,文中对丁羟推进剂药浆进行了流平性实验,并提出滞止角的概念来表征药浆的流平性,得出药浆屈服应力对滞止角的影响规律。同时采用Carreau黏度模型模拟了药浆流平过程并与实验结果进行了对比,并通过计算软件Flow3D定量表征了丁羟推进剂药浆的表观黏度、屈服应力单变量对流平性的影响。结果表明,丁羟推进剂药浆的流动角度与药浆流平时间的对数满足线性关系;不同时刻药浆流动角度的数值模拟与实验结果误差在5%以内,内侧流到终点的时间相差小于10%,验证了Carreau黏度模型求解药浆流平过程的可行性。丁羟推进剂药浆的表观黏度是影响流平速度的主要参数,当表观黏度由400 Pa·s增大到1000 Pa·s时,药浆流平所需时间由277s延长到871s;屈服应力决定了药浆流平结束时滞止角的大小,当屈服应力由60Pa增大到120Pa时,滞止角由8.69°增大到14.98°,相应增加了72.4%。 展开更多
关键词 固体推进剂 药浆 表观黏度 屈服应力 流平性
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振动激励对丁羟推进剂药浆流平性影响的实验与数值模拟
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作者 周君 李卓 +1 位作者 张芙宁 魏凌云 《高分子材料科学与工程》 EI CAS CSCD 北大核心 2023年第10期91-98,共8页
为研究振动激励对丁羟推进剂药浆流平性的影响机理,利用可视化实验装置对丁羟推进剂药浆进行了自然流平与振动流平实验,并将实验结果进行了定量化对比分析;利用旋转流变仪对丁羟推进剂药浆进行了流变特性测试,并以测试结果为输入,用Carr... 为研究振动激励对丁羟推进剂药浆流平性的影响机理,利用可视化实验装置对丁羟推进剂药浆进行了自然流平与振动流平实验,并将实验结果进行了定量化对比分析;利用旋转流变仪对丁羟推进剂药浆进行了流变特性测试,并以测试结果为输入,用Carreau黏度模型对药浆流平过程进行了数值模拟。结果表明,振动激励可以有效缩短药浆的流平时间;丁羟推进剂药浆是屈服假塑性流体,在一定剪切速率范围内,黏度随剪切速率的增大而减小,振动激励能将药浆流平过程中的剪切速率维持在较高水平,从而使振动流平实验中药浆的黏度相对较低,明显改善了药浆的流动性;与自然流平时间相比,在振动激励作用下,药浆流平时间缩短了51%;丁羟推进剂药浆流平过程的数值模拟与实验结果误差在10%以内,验证了Carreau黏度模型求解药浆流平过程的可行性。 展开更多
关键词 固体推进剂 药浆 振动 流平性
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丁羟推进剂药浆可视化浇注试验及缺陷数值模拟
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作者 周君 李卓 鲁荣 《高分子材料科学与工程》 EI CAS CSCD 北大核心 2023年第6期111-118,共8页
采用可视化真空花板浇注装置对固体发动机进行浇注实验,研究浇注过程中药浆的流动状态及产生气孔的变化规律。利用Carreau模型对浇注过程中出现的不同大小、位置的气孔进行模拟计算,得出不同条件下气孔的变化规律,并将仿真结果与试验进... 采用可视化真空花板浇注装置对固体发动机进行浇注实验,研究浇注过程中药浆的流动状态及产生气孔的变化规律。利用Carreau模型对浇注过程中出现的不同大小、位置的气孔进行模拟计算,得出不同条件下气孔的变化规律,并将仿真结果与试验进行了对比分析。结果表明,浇注过程中药浆堆积表面不平整,药浆先在发动机底部花板对应区域堆积一定高度后再流向四周,最终在重力作用下逐渐压实、流平;在自由液面附近贴近壳体的位置会出现大量的气孔,气孔的形成位置和形态都具有随机性;通常气孔都会先由不规则形状向近似圆形过渡再逐渐变小,并最终在一定压力作用下经过流平后逐渐消失;近似圆形气孔的存在时间与气孔直径有较大相关性,气孔直径越大,消失所需时间越长;相同大小的气孔在不同位置存在的时间亦有差异,底角位置气孔存在时间相对长,其次为贴近壳体位置,在药浆内部的气孔存在时间最短;对气孔消失过程的数值模拟与实验结果误差在20%以内,验证了Carreau黏度模型求解推进剂药浆中气孔变化过程的可行性。实验中产生的气孔经过药浆流平后最终均消失,固体推进剂完整性良好。 展开更多
关键词 丁羟推进剂 药浆 浇注 气孔
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Additive manufacturing of magnesium matrix composites: Comprehensive review of recent progress and research perspectives 被引量:1
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作者 Chenghang Zhang zhuo li +2 位作者 Jikui Zhang Haibo Tang Huaming Wang 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2023年第2期425-461,共37页
The magnesium matrix composites(MMCs) formed by introducing reinforcements to magnesium alloys overcome the limitations of the mechanical properties to a certain extent, presenting unique and excellent properties that... The magnesium matrix composites(MMCs) formed by introducing reinforcements to magnesium alloys overcome the limitations of the mechanical properties to a certain extent, presenting unique and excellent properties that any component does not have, such as high specific stiffness and specific strength, good dimensional stability, outstanding shock absorption performance, excellent electromagnetic shielding and hydrogen storage characteristics, etc. As an emerging manufacturing technology, additive manufacturing(AM) is based on the design of threedimensional(3D) data model to obtain 3D objects through layer-by-layer processing, which possesses the advantages of short manufacturing cycle, high material utilization rate, high degree of design freedom, excellent mechanical properties and the ability to fabricate complex structural components. Combining the high stiffness and high strength properties of MMCs and the technical advantages of AM forming complex structural parts with high performance, the prepared AM MMCs have huge potential advantages and broad application prospects in new high-tech industries such as automobile, aerospace, consumer electronics and biomedicine, etc. This paper reviews the research progress in the field of AM MMCs, mainly introduces the main AM technologies, including selective laser melting(SLM), electron beam selective melting(EBSM), laser engineered net shaping(LENS) and wire and arc additive manufacturing(WAAM). The formation mechanism and control methods of the typical defects including balling effect, porosity, poor fusion, loss of alloy elements and cracks produced during AM are discussed. The main challenges of AM MMCs are proposed from the aspects of composition design and the preparation of powder raw material. The relationship between the microstructure and mechanical properties, corrosion performance and biocompatibility of AM MMCs are elaborated in detail. The application potential of AM MMCs in various fields at present and in the future is introduced. Finally, the development direction and urgent problems to be solved in the AM MMCs are prospected. 展开更多
关键词 Magnesium matrix composites Additive manufacturing DEFECTS MICROSTRUCTURE PROPERTIES
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基于可变形卷积和自适应二维位置编码的鲁棒车牌识别方法 被引量:1
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作者 安鑫 孙昊 +1 位作者 卓力 李嘉锋 《测控技术》 2023年第3期11-18,37,共9页
车牌识别是智能交通系统中的关键步骤,为提高在非可控和复杂场景下车牌的识别精度,提出了一种鲁棒车牌识别方法,该方法主要包括车牌检测和车牌字符识别2个核心部分。首先,采用YOLOv5网络实现车牌的检测;其次,基于递归卷积神经网络框架,... 车牌识别是智能交通系统中的关键步骤,为提高在非可控和复杂场景下车牌的识别精度,提出了一种鲁棒车牌识别方法,该方法主要包括车牌检测和车牌字符识别2个核心部分。首先,采用YOLOv5网络实现车牌的检测;其次,基于递归卷积神经网络框架,提出了一种基于可变形卷积和自适应二维位置编码(A2DPE)的车牌字符识别方法。该方法针对车牌大小、倾斜角度和光照条件等动态变化的特点,采用了可变形卷积来更好地提取车牌字符的特征,并引入了A2DPE模块,根据输入自适应地获取车牌字符位置编码信息。最后,利用双向长短期记忆网络进行车牌字符的识别,无须分割车牌字符,可以实现不同长度车牌字符的准确识别。在自建数据集LPdata与公开数据集CLPD上的实验结果表明,与现有方法相比,该方法能够以较低的模型复杂度达到较高的准确率。 展开更多
关键词 车牌识别 可变形卷积 神经网络 车牌
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沙生柽柳地理种群的抗旱性综合评价及抗旱指标筛选
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作者 卓立 闵孝君 苏志豪 《新疆师范大学学报(自然科学版)》 2023年第4期49-56,共8页
沙生柽柳(TamarixtaklamakanensisM.T.Liu)为我国特有物种,被认为是我国荒漠地区流动沙丘上最抗旱的固沙造林树种。对沙生柽柳地理种群进行抗旱性综合评价,全面分析其抗旱能力,能为筛选优质的抗旱种质资源,进行抗旱育种奠定基础。本研... 沙生柽柳(TamarixtaklamakanensisM.T.Liu)为我国特有物种,被认为是我国荒漠地区流动沙丘上最抗旱的固沙造林树种。对沙生柽柳地理种群进行抗旱性综合评价,全面分析其抗旱能力,能为筛选优质的抗旱种质资源,进行抗旱育种奠定基础。本研究选取分布于塔克拉玛干沙漠腹地的6个沙生柽柳地理种群,测定其与抗旱相关的13项生理生化指标,利用隶属函数法对不同地理种群的抗旱性进行综合评价。研究结果表明,不同沙生柽柳地理种群综合抗旱性排序为种群4>种群3>种群2>种群1>种群6>种群5.灰色关联度法分析表明,叶绿素a含量可作为首要的抗旱性鉴定指标;叶绿素总含量、丙二醛MDA、脯氨酸PRO、硝酸还原酶、超氧化物酶SOD、过氧化氢酶CAT、过氧化物酶POD、总抗氧化能力、BCA法蛋白含量、可溶性糖可作为重要的抗旱性鉴定指标。沙生柽柳抗旱生理特性主要受地下水影响,土壤水分条件越差,抗旱性越强。沙生柽柳抗旱指标相互制约、相互依赖、共同调节沙生柽柳的内在抗旱机制,使其通过多种途径来抵御和适应干旱环境。 展开更多
关键词 沙生柽柳 隶属函数法 灰色关联度 抗旱性 综合评价
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