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Arch‑Bridge Photothermal Fabric with Efficient Warp‑Direction Water Paths for Continuous Solar Desalination 被引量:2
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作者 Yuxin Yang daiyi Wang +14 位作者 Wenxi Liao Haoyue Zeng Yujian Wu Luxin Li Wei Feng Jie Xue Hongbin Cao Jiaqi Chen Yanyan Huang Yanyan Zheng Pan Wang Jun Liu Muchun Guo Huang Zhou Xing Fan 《Advanced Fiber Materials》 SCIE EI CAS 2024年第4期1026-1036,共11页
The interfacial solar evaporator is a key technology for eco-friendly desalination,playing a crucial role in alleviating the global water scarcity crisis.However,limitation of photothermal water evaporation efficiency... The interfacial solar evaporator is a key technology for eco-friendly desalination,playing a crucial role in alleviating the global water scarcity crisis.However,limitation of photothermal water evaporation efficiency persists due to inadequate water transfer at the water-steam interface.Herein,we present a new type of scalable and recyclable arch bridge photothermal fabric with efficient warp-direction water paths by a convenient shuttle-flying weaving technique.Compared to the previous overall layer-by-layer assembled fabric,our photothermal fabric precisely constructed effective water paths and achieved excellent water-heat distribution at the solar evaporation interface,which greatly improved the photothermal conversion efficiency and evaporation rate.By the design of the weaving process,the photothermal fabric shows a new interface contact mode of the water path fiber and polyaniline photothermal fiber.Besides,the arch-bridge type design not only minimizes heat loss area but also enhances the water evaporation area,resulting in high-efficiency all-weather available solar water evaporation.Furthermore,the results show that the temperature,evaporation rate and solar-vapor conversion efficiency of photothermal fabric can reach above 123℃,2.31 kg m^(-2)h^(-1)and 99.93%under a solar illumination of 1 kW m^(-2).The arch-bridge photo-thermal fabric with an excellent water evaporation rate has been successfully established,which provides a new paradigm for improving the sustainable seawater desalination rate. 展开更多
关键词 Solar evaporator Arch-bridge POLYANILINE Photothermal fabric Evaporation interface Weaving process
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Interfacial Reaction of Ti6Al4V Lattice Structure-Reinforced VW92 Alloy Matrix Composites
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作者 Haijun Wang Renju Cheng +7 位作者 Xianhua Chen Mingbo Yang daiyi Deng Lirui Liu Yongfeng Zhou Yanlong Ma Kaihong Zheng Fusheng Pan 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2024年第3期570-576,共7页
A novel melting infiltration by ultrasonic vibration was investigated and applied to fabricate Ti6Al4V(TC4)lattice structure-reinforced Mg-10Gd-2Y-1Zn-xZr(refer to VW92 hereafter,x=0,0.5 wt%)alloy matrix composites.Th... A novel melting infiltration by ultrasonic vibration was investigated and applied to fabricate Ti6Al4V(TC4)lattice structure-reinforced Mg-10Gd-2Y-1Zn-xZr(refer to VW92 hereafter,x=0,0.5 wt%)alloy matrix composites.The edge-to-edge matching model indicates that the well-matching and possible orientation relationships(ORs)between theα-Mg andα-Ti,[10-10]_(α-Mg)//[11-23]_(α-Ti) in(0002)_(α-Mg)//(10-10)_(α-Ti) possesses the smallest misfit of 0.4%(f_(r)),and thus theα-Mg grains can nucleate on the TC4 lattice structure.Interfacial reaction occurred in the TC4/VW92+0.5 wt%Zr composites,and the reaction product was confirmed to be Al_(2)Zr_(3),AlZr_(2) andα-Ti(Zr)particles formed by continuous solution of Zr-Ti.Among the interfacial products,the AlZr_(2) phase is a brittle phase with high-volume fraction,which is not conducive to the load transfer.But generally speaking,theα-Ti(Zr)and theα-Mg tend to form a coherent interface,which is beneficial for improving the interfacial bonding strength of composites. 展开更多
关键词 TC4 VW92 composites TC4 lattice structure Interfacial reaction MISMATCH
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Au/TS-1 catalyst for propylene epoxidation with H_(2)and O_(2):Effect of surface property and morphology of TS-1 zeolite 被引量:2
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作者 Jialun Xu Zhihua Zhang +4 位作者 daiyi Yu Wei Du Nan Song Xuezhi Duan Xinggui Zhou 《Nano Research》 SCIE EI CSCD 2023年第5期6278-6289,共12页
The catalytic performances over propylene epoxidation with H_(2)and O_(2)(HOPO process)are significantly affected by the properties(e.g.,surface properties,Ti coordination,morphology)of titanosilicate zeolite.Introduc... The catalytic performances over propylene epoxidation with H_(2)and O_(2)(HOPO process)are significantly affected by the properties(e.g.,surface properties,Ti coordination,morphology)of titanosilicate zeolite.Introducing urea into zeolite synthesis is a simple and convenient method to modify these properties of titanosilicate zeolite.Uncalcined pore-blocked titanium silicalite-1(TS-1,i.e.,TS-1-B)with the lower urea dosage possesses more defective structure and unsaturated coordinated Ti sites verified by 29Si nuclear magnetic resonance(NMR)and X-ray photoelectron spectroscopy(XPS)analysis,which results in a high initial activity and hydrogen efficiency;while the high surface acidity generated by these Ti species leads to a continuous decrease in the activity and the propylene oxide(PO)selectivity during the reaction.As the amount of urea gradually increases,the TS-1-B samples present the reduced surface defects and defective and unsaturated Ti species.Specially,TS-1-B-0.30U presents the weaker PO adsorption on PO-diffusion reflectance infrared Fourier transform spectra(DRIFTS),thus results in the high stable PO formation rate and selectivity over its Au catalyst.Furthermore,a flat-plate-like shape with a shorter thickness of 100 nm along the b-axis direction is observed on the urea-modified TS-1.Compared with the conventional ellipsoidal TS-1 with crystal sizes of 200 and 500 nm,the flat-plate-like TS-1-0.30U displays the less surface defects,unsaturated Ti species,the weaker Lewis acid,which is favorable for the desorption and intracrystalline diffusion of PO,thus reduces the occurrence of side reactions for the improved selectivity and stability.This work may provide a reference for developing titanium-containing materials with high activity and stability over HOPO reaction. 展开更多
关键词 propylene epoxidation titanium silicalite-1(TS-1) surface properties Ti species morphological regulation diffusion
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End End-to to-End Chinese Entity Recognition Based on BERT BERT-BiLSTM BiLSTM-ATT ATT-CRF 被引量:2
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作者 LI daiyi TU Yaofeng +2 位作者 ZHOU Xiangsheng ZHANG Yangming MA Zongmin 《ZTE Communications》 2022年第S01期27-35,共9页
Traditional named entity recognition methods need professional domain knowl-edge and a large amount of human participation to extract features,as well as the Chinese named entity recognition method based on a neural n... Traditional named entity recognition methods need professional domain knowl-edge and a large amount of human participation to extract features,as well as the Chinese named entity recognition method based on a neural network model,which brings the prob-lem that vector representation is too singular in the process of character vector representa-tion.To solve the above problem,we propose a Chinese named entity recognition method based on the BERT-BiLSTM-ATT-CRF model.Firstly,we use the bidirectional encoder representations from transformers(BERT)pre-training language model to obtain the se-mantic vector of the word according to the context information of the word;Secondly,the word vectors trained by BERT are input into the bidirectional long-term and short-term memory network embedded with attention mechanism(BiLSTM-ATT)to capture the most important semantic information in the sentence;Finally,the conditional random field(CRF)is used to learn the dependence between adjacent tags to obtain the global optimal sentence level tag sequence.The experimental results show that the proposed model achieves state-of-the-art performance on both Microsoft Research Asia(MSRA)corpus and people’s daily corpus,with F1 values of 94.77% and 95.97% respectively. 展开更多
关键词 named entity recognition(NER) feature extraction BERT model BiLSTM at-tention mechanism CRF
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Research of 1770 MPa galvanized steel wire for stay cable of domestic bridges 被引量:1
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作者 Ding Feng Sang Chunming +1 位作者 Zhou daiyi Bai Bingdong 《Engineering Sciences》 EI 2009年第1期52-58,共7页
This paper focuses on introducing the manufacture technology of 1 770 MPa galvanized steel wires for stay cables applied to domestic bridges.During the development practices of high strength galvanized wire for stay c... This paper focuses on introducing the manufacture technology of 1 770 MPa galvanized steel wires for stay cables applied to domestic bridges.During the development practices of high strength galvanized wire for stay cables used in Sutong Bridge,Baosteel has established three key technologies based on research of manufacture technology and technical innovation.The three key technologies are:"Double Tensioning + limiter die" process,"dominant process + fine adjustment" in integrated optimization technology and "three-level control" in hot dip galvanization.With these key technologies,Baosteel has produced 1 770 MPa galvanized wires for stay cable,which has high tensile strength,low relaxation and good torsion performances. 展开更多
关键词 galvanized wire TORSION Double Tensioning limiter die gravel wiping
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Detection of common wound infection bacteria based on FAIMS technology 被引量:1
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作者 Shenyi QIAN daiyi LI +1 位作者 Tong SUN Bin YU 《Frontiers of Computer Science》 SCIE EI CSCD 2019年第4期907-909,共3页
1 Introduction and main contributions In clinical surgery and postoperative rehabilitation, various types of wound infections can cause a variety of diseases, leading to further injury and even death of patients, whic... 1 Introduction and main contributions In clinical surgery and postoperative rehabilitation, various types of wound infections can cause a variety of diseases, leading to further injury and even death of patients, which has become a common concern among doctors. The use of specific and rational antibiotics for patients is an important way to treat bacterial infections, while avoiding the abuse of antibiotics [1]. Therefore, rapid and reliable detection of infectious bacteria is the key premise of follow-up antibiotic treatment. 展开更多
关键词 INTRODUCTION MAIN TREATMENT
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Level of Whole Set Equipments Need to Step up
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作者 daiyi 《橡塑机械时代》 2007年第11期6-7,共2页
关键词 中国 制造设备 发展 现状
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Prospect Analysis for Tire Industry Development and Each Kind of Raw Material Demand in Our Country
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作者 daiyi 《橡塑机械时代》 2007年第4期1-3,共3页
关键词 中国 轮胎工业 技术创新 材料需求
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High Efficient Six-series Platen press for Ball Valve Core
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作者 daiyi 《橡塑机械时代》 2007年第3期14-15,共2页
关键词 印压机 球阀 阀心 橡塑机械
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Pre-vulcanized Vertical Automatic Cold-feed Rubber Extruder
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作者 daiyi 《橡塑机械时代》 2007年第3期15-16,共2页
关键词 橡塑机械 自动化冷进料橡胶挤出机 硬化 干燥
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High Precision Granulator Used for Waste Plastic Put on the Market in Shandong Province
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作者 daiyi 《橡塑机械时代》 2007年第3期16-17,共2页
关键词 橡塑机械 高精度制粒机 废旧塑料处理 山东
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Ratchet Fool for Tire Repairing
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作者 daiyi 《橡塑机械时代》 2007年第3期27-28,共2页
关键词 橡塑机械 轮胎修补 棘齿 橡胶工业
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Modified Building Structure for Tire Bead
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作者 daiyi 《橡塑机械时代》 2007年第4期27-28,共2页
关键词 轮胎 自动化装置 性能 轮纹
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Signs of "Blowout" Has Been Shown Again in Rubber Machinery Industry
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作者 daiyi 《橡塑机械时代》 2007年第11期1-2,共2页
关键词 轮胎工业 软着陆 中国 发展
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Developing Trend for Fluids Machinery
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作者 daiyi 《橡塑机械时代》 2007年第11期3-5,共3页
关键词 流体机械 发展趋势 压缩机 离心式鼓风机
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基于深度神经网络和联邦学习的网络入侵检测 被引量:27
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作者 刘金硕 詹岱依 +1 位作者 邓娟 王丽娜 《计算机工程》 CAS CSCD 北大核心 2023年第1期15-21,30,共8页
在高速网络环境中,对复杂多样的网络入侵进行快速准确的检测成为目前亟待解决的问题。联邦学习作为一种新兴技术,在缩短入侵检测时间与提高数据安全性上取得了很好的效果,同时深度神经网络(DNN)在处理海量数据时具有较好的并行计算能力... 在高速网络环境中,对复杂多样的网络入侵进行快速准确的检测成为目前亟待解决的问题。联邦学习作为一种新兴技术,在缩短入侵检测时间与提高数据安全性上取得了很好的效果,同时深度神经网络(DNN)在处理海量数据时具有较好的并行计算能力。结合联邦学习框架并将基于自动编码器优化的DNN作为通用模型,建立一种网络入侵检测模型DFC-NID。对初始数据进行符号数据预处理与归一化处理,使用自动编码器技术对DNN实现特征降维,以得到DNN通用模型模块。利用联邦学习特性使得多个参与方使用通用模型参与训练,训练完成后将参数上传至中心服务器并不断迭代更新通用模型,通过Softmax分类器得到最终的分类预测结果。实验结果表明,DFC-NID模型在NSL-KDD与KDDCup99数据集上的准确率平均达到94.1%,与决策树、随机森林等常用入侵检测模型相比,准确率平均提升3.1%,在攻击类DoS与Probe上,DFC-NID的准确率分别达到99.8%与98.7%。此外,相较不使用联邦学习的NO-FC模型,DFC-NID减少了83.9%的训练时间。 展开更多
关键词 网络入侵检测 深度神经网络 联邦学习 机器学习 深度学习
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基于Scrapy的分布式爬虫系统的设计与实现 被引量:18
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作者 李代祎 谢丽艳 +1 位作者 钱慎一 吴怀广 《湖北民族学院学报(自然科学版)》 CAS 2017年第3期317-322,共6页
随着互联网的快速发展,其信息量和相关服务也随之快速增长.如何从海量的信息中快速、准确地抓取所需要的信息变得越来越重要,因此负责互联网信息收集工作的网络爬虫将面临着巨大的机遇和挑战.目前国内外一些大型搜索引擎只给用户提供不... 随着互联网的快速发展,其信息量和相关服务也随之快速增长.如何从海量的信息中快速、准确地抓取所需要的信息变得越来越重要,因此负责互联网信息收集工作的网络爬虫将面临着巨大的机遇和挑战.目前国内外一些大型搜索引擎只给用户提供不可制定的搜索服务,而单机的网络爬虫又难当重任,因此可定制性强、信息采集速度快和规模大的分布式网络爬虫便应运而生.通过对原有Scrapy框架的学习和研究,将Scrapy和Redis结合改进原有的爬虫框架,设计并实现了一个基于Scrapy框架下的分布式网络爬虫系统,然后将从安居客、58同城、搜房等网站抓取的二手房信息存入MongoDB中,便于对数据进行进一步的处理和分析.结果表明基于Scrapy框架下的分布式网络爬虫系统同单机网络爬虫系统相比效率更高且更稳定. 展开更多
关键词 Scrapy 分布式 Scrapy-Reids 网络爬虫 Mongo DB 数据存储
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850℃时效处理对2205双相不锈钢组织与力学性能的影响 被引量:14
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作者 晁代义 徐仁根 +4 位作者 孙有政 赵巍 吕正风 程仁策 邵文柱 《材料导报》 EI CAS CSCD 北大核心 2019年第A01期369-372,共4页
本文研究了在850℃时效不同时间对2205双相不锈钢组织及力学性能的影响,并对其断口进行分析。结果表明:经850℃时效后σ相首先在δ/γ相界和晶界处析出,并随时效时间延长,σ相不断向铁素体方向长大并且含量不断增加。σ相的含量与抗拉... 本文研究了在850℃时效不同时间对2205双相不锈钢组织及力学性能的影响,并对其断口进行分析。结果表明:经850℃时效后σ相首先在δ/γ相界和晶界处析出,并随时效时间延长,σ相不断向铁素体方向长大并且含量不断增加。σ相的含量与抗拉强度、延伸率以及冲击韧性存在一定的线性关系。断口形貌由时效初期的韧窝为主,到时效60min后解理+韧窝型断口,到240min几乎完全解理断裂,表明材料的韧性明显降低。 展开更多
关键词 双相不锈钢 时效时间 力学性能 线性关系
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基于知识图谱的军事武器问答系统 被引量:11
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作者 李代祎 盛杰 +1 位作者 刘运星 马宗民 《指挥信息系统与技术》 2020年第5期58-65,共8页
以现有武器装备关系型数据和非结构化军事网页数据为基础构建了一种基于知识图谱的军事武器智能问答系统。首先,针对问答系统中的问题理解,构建支持向量机(SVM)多分类器进行问句分类;接着,采用双向长短时记忆网络(BiLSTM)和条件随机场(C... 以现有武器装备关系型数据和非结构化军事网页数据为基础构建了一种基于知识图谱的军事武器智能问答系统。首先,针对问答系统中的问题理解,构建支持向量机(SVM)多分类器进行问句分类;接着,采用双向长短时记忆网络(BiLSTM)和条件随机场(CRF)完成命名实体识别任务,理解问句中的实体、属性和关系;然后,将用户问题匹配到最相似的问句模板上;最后,使用生成的图数据库查询语句Cypher从已构建的知识图谱中查询答案。试验结果表明,该问答系统在军事武器领域应用中具有较高准确率和使用价值。 展开更多
关键词 军事武器 知识图谱 知识问答 支持向量机 问句解析
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定量粪便隐血试验在体检人群结直肠癌筛查中的应用 被引量:10
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作者 刘丹 严苏 +2 位作者 张代义 马文霞 赵玲美 《中华健康管理学杂志》 CAS CSCD 2021年第2期158-162,共5页
目的探讨定量免疫化学法粪便隐血试验(FIT)在健康体检人群结直肠癌筛查中的价值。方法选取2018年1月至2019年12月在苏州大学附属第一医院选择定量FIT+电子结肠镜检查项目的468例健康体检者为研究对象,根据定量FIT结果,分为阴性组(FIT<... 目的探讨定量免疫化学法粪便隐血试验(FIT)在健康体检人群结直肠癌筛查中的价值。方法选取2018年1月至2019年12月在苏州大学附属第一医院选择定量FIT+电子结肠镜检查项目的468例健康体检者为研究对象,根据定量FIT结果,分为阴性组(FIT<100μg/L)和阳性组(FIT≥100μg/L)。分析比较两组人群的结直肠息肉检出率及结直肠进展性肿瘤检出率,计算分析定量FIT对结直肠进展性肿瘤检测的灵敏度、特异度。同时分析结直肠息肉发生的危险因素。结果健康体检人群的定量FIT的阳性率为4.6%(95%CI:4.27%~4.93%)。与定量FIT阴性组比较,定量FIT阳性组结直肠息肉检出率明显高于阴性组(51.53%,95%CI:45.81%~57.25%比34.28%,95%CI:27.25%~41.31%,P<0.001)。定量FIT检测结直肠进展性肿瘤的灵敏度为98.55%,特异度为56.77%,阳性预测价值为50.37%,阴性预测价值为98.88%;随着定量FIT数值上升,进展性肿瘤检出率呈上升趋势(χ^(2)=20.08,P<0.001)。结直肠息肉多因素Logistic回归结果提示:既往有糖尿病病史患者发生结直肠息肉的风险明显升高(OR=3.28,95%CI:1.45~7.41);男性发生结直肠息肉的风险明显增高(OR=3.05,95%CI:1.40~6.65)。结论定量FIT是健康体检人群结直肠癌初筛的理想非侵入性检查;糖尿病病史,男性,年龄为结直肠息肉发生的独立危险因素。 展开更多
关键词 免疫化学法粪便隐血试验 结直肠癌筛查 体格检查
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