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Exploring the evolution of texture and properties of ultrafine copper wire during high strain drawing process
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作者 LIU Jin-song ZHOU Yan +3 位作者 WANG Song-wei CHEN Shuai-feng SONG Hong-wu ZHANG Shi-hong 《Journal of Central South University》 2025年第6期1973-1994,共22页
The ultrafine copper wire with a diameter of 18μm is prepared via cold drawing process from the single crystal downcast billet(Φ8 mm),taking a drawing strain to 12.19.In this paper,in-depth investigation of the micr... The ultrafine copper wire with a diameter of 18μm is prepared via cold drawing process from the single crystal downcast billet(Φ8 mm),taking a drawing strain to 12.19.In this paper,in-depth investigation of the microstructure feature,texture evolution,mechanical properties,and electrical conductivity of ultrafine wires ranging fromΦ361μm toΦ18μm is performed.Specially,the microstructure feature and texture type covering the whole longitudinal section of ultrafine wires are elaborately characterized.The results show that the average lamella thickness decreases from 1.63μm to 102 nm during the drawing process.Whereas,inhomogeneous texture evolution across different wire sections was observed.The main texture types of copper wires are comprised of<111>,<001>and<112>orientations.Specifically,the peripheral region is primarily dominated by<111>and<112>,while the central region is dominated by<001>and<111>.As the drawing strain increases,the volume fraction of hard orientation<111>with low Schmid factor increases,where notably higher fraction of<111>is resulted from the consumption of<112>and<001>for the wire ofΦ18μm.For drawn copper wire of 18μm,superior properties are obtained with a tensile strength of 729.8 MPa and an electrical conductivity of 86.9%IACS.Furthermore,it is found that grain strengthening,dislocation strengthening,and texture strengthening are three primary strengthening mechanisms of drawn copper wire,while the dislocation density is the main factor on the reducing of conductivity. 展开更多
关键词 copper wires ultrafine wire drawing texture evolution tensile strength
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Numerical and experimental investigation on the formability of stainless steel-copper composites during micro deep drawing
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作者 QI Yan-yang MA Xiao-guang +6 位作者 JIANG Zheng-yi MA Li-nan WANG Zhi-hua ZHOU Cun-long HASAN Mahadi DOBRZAŃSKI Leszek A. ZHAO Jing-wei 《Journal of Central South University》 2025年第4期1237-1251,共15页
In the present study,two-layered stainless steel-copper composites with a thickness of 50μm were initially subjected to annealing at 800,900 and 1000℃for 5 min,respectively,to achieve diverse microstructural feature... In the present study,two-layered stainless steel-copper composites with a thickness of 50μm were initially subjected to annealing at 800,900 and 1000℃for 5 min,respectively,to achieve diverse microstructural features.Then the influence of annealing temperature on the formability of stainless steel-copper composites and the quality of micro composite cups manufactured by micro deep drawing(MDD)were investigated,and the underlying mechanism was analyzed.Three finite element(FE)models,including basic FE model,Voronoi FE model and surface morphological FE model,were developed to analyze the forming performance of stainless steel-copper composites during MDD.The results show that the stainless steel-copper composites annealed at 900℃possess the best plasticity owing to the homogeneous and refined microstructure in both stainless steel and copper matrixes,and the micro composite cup with specimen annealed at 900℃exhibits a uniform wall thickness as well as high surface quality with the fewest wrinkles.The results obtained from the surface morphological FE model considering material inhomogeneity and surface morphology of the composites are the closest to the experimental results compared to the basic and Voronoi FE model.During MDD process,the drawing forces decrease with increasing annealing temperature as a consequence of the strength reduction. 展开更多
关键词 micro deep drawing annealing temperature stainless steel-copper composites FORMABILITY WRINKLING finite element method
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基于Visio Drawing Control控件的图形化潮流计算软件开发 被引量:7
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作者 张鸿博 蔡晓峰 《华北水利水电学院学报》 2009年第1期70-72,共3页
针对VC,Delphi等工具开发电力系统分析计算软件图形可视化的缺陷,提出并研究了一种基于VisioDrawing Control图形控件,利用VC进行二次开发的图形化电力系统潮流计算软件开发的技术,研究了基于该控件的图形化建模方法及电网拓扑结构的自... 针对VC,Delphi等工具开发电力系统分析计算软件图形可视化的缺陷,提出并研究了一种基于VisioDrawing Control图形控件,利用VC进行二次开发的图形化电力系统潮流计算软件开发的技术,研究了基于该控件的图形化建模方法及电网拓扑结构的自动识别,开发了实用的电力系统图形化潮流计算软件.实践表明,基于Visio Drawing Control的二次开发技术为图形化电力系统潮流计算软件的开发提供了新的有效的途径. 展开更多
关键词 VISIO drawing Control 二次开发 图形化 潮流计算
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工程图协同审议与存档管理系统VHDrawings的设计与实现 被引量:3
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作者 许列飞 赵宏俊 +1 位作者 匡海峰 蔡士杰 《计算机工程与应用》 CSCD 北大核心 2003年第23期210-213,共4页
工程设计单位的审图工作是一个需要多人参与、多次往复的过程。用传统的方法传递设计图与修改意见,速度慢且易出错,限制了工程设计单位工作效率的提高。该文介绍了一个计算机辅助的工程图协同审议与存档管理系统VHDrawings的设计与实现... 工程设计单位的审图工作是一个需要多人参与、多次往复的过程。用传统的方法传递设计图与修改意见,速度慢且易出错,限制了工程设计单位工作效率的提高。该文介绍了一个计算机辅助的工程图协同审议与存档管理系统VHDrawings的设计与实现。着重讨论了协同审图工作流的管理以及工程图自动识别技术在图档管理中的应用。为设计单位提高工作效率、优化管理流程提供了一种参考。 展开更多
关键词 计算机支持协同工作(CSCW) 工作流管理 图档管理 异步交互 同步交互
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Process of back pressure deep drawing with solid granule medium on sheet metal 被引量:8
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作者 董国疆 赵长财 曹秒艳 《Journal of Central South University》 SCIE EI CAS 2014年第7期2617-2626,共10页
The experimental die apparatus of the solid granules medium forming on sheet metal was designed and manufactured.Typical parts,such as conical,parabolic,cylindrical and square-box-shaped components,were successfully t... The experimental die apparatus of the solid granules medium forming on sheet metal was designed and manufactured.Typical parts,such as conical,parabolic,cylindrical and square-box-shaped components,were successfully trial-produced as well.According to the analysis of the changing trends of the cross-section shape and the wall thickness during the process,it can be found that the shape of the free deformation zone of the sheet metal,which is the most critical thinning area,can be described as an approximately spherical cap.According to this forming feature,back pressure deep drawing technology with solid granules medium on sheet metal was proposed to restrain drastic thinning at the bottom of the part through the joint friction effect of solid granules medium,the back pressure tringle and the sheet metal.Therefore,the deep drawing limit of the sheet metal is significantly improved.In order to fabricate thin-walled rotary parts with great drawing ratio and complex cross-sections,a finite element model based on the material property test of the solid granules medium was established to optimize the scheme of the back pressure deep drawing.The effects on the forming performance of sheet metal from back pressure load and the approach of blank holding control were analyzed through this model. 展开更多
关键词 solid granules medium forming drawing sheet metal finite element simulation
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Influence of process parameters on deep drawing of AA6111 aluminum alloy at elevated temperatures 被引量:8
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作者 马闻宇 王宝雨 +2 位作者 傅垒 周靖 黄鸣东 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第4期1167-1174,共8页
To gain a deep insight into the hot drawing process of aluminum alloy sheet, simulations of cylindrical cup drawing at elevated temperatures were carried out with experimental validation. The influence of four importa... To gain a deep insight into the hot drawing process of aluminum alloy sheet, simulations of cylindrical cup drawing at elevated temperatures were carried out with experimental validation. The influence of four important process parameters, namely,punch velocity, blank holder force(BHF), friction coefficient and initial forming temperature of blank on drawing characteristics(i.e.minimum thickness and thickness deviation) was investigated with the help of design of experiments(DOE), analysis of variance(ANOVA) and analysis of mean(ANOM). Based on the results of ANOVA, it is shown that the blank holder force has the greatest influence on minimum thickness. The importance of punch velocity for thickness deviation is 44.35% followed by BHF of 24.88%,friction coefficient of 15.77% and initial forming temperature of blank of 14.995%. After determining the significance of each factor on forming characteristics, how the individual parameter affects characteristics was further analyzed by ANOM. 展开更多
关键词 aluminum process parameters finite element method hot drawing analysis of variance analysis of mean
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HMPT-BOF-RH-CSP process for SPHE substrate of cold rolled deep drawing steel 被引量:1
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作者 吴光亮 孟征兵 +2 位作者 周超洋 刘新彬 黄涛 《Journal of Central South University》 SCIE EI CAS 2013年第4期871-876,共6页
Based on hot metal pretreatment (HMPT)-basic oxygen furnace (BOF)-Rheinstahl Heraeus (RH)-compact strip production (CSP) process, parameters controlling on cold rolling deep drawing substrate SPHE were investi... Based on hot metal pretreatment (HMPT)-basic oxygen furnace (BOF)-Rheinstahl Heraeus (RH)-compact strip production (CSP) process, parameters controlling on cold rolling deep drawing substrate SPHE were investigated during smelting and rolling process by composition design and technology control. The influence of parameters on chemical compositions, mechanical properties and microstructure was revealed by scanning electron microscope (SEM). The results show that, 1) main chemical components in SPHE are w(C)_〈40×10^-6, w(Si)_〈 0.01%, w(S)_〈0.009%, w(N)〈20×10^-6, w(O)〈_ 25×10^-6; 2) main mechanical properties of the SPHE are Crs=274 MPa, 00=334 MPa, A=48.9%; 3) main performances of deep drawing quality (DDQ) grade steel produced by SPHE are as follows, transversely crs=167 MPa, 00=298 MPa, n=0.219, r=2.46; vertically σs=166 MPa, 00=298 MPa, n=0.226, r=2.39; in 45° direction σ=171 MPa, 00=308 MPa, n=0.214, t=2.26; 4) microstrueture of DDQ is ferrite, average grain size is Grade 7.5, and inclusion size is 3-10μm. 展开更多
关键词 hot metal pretreatment basic oxygen furnace compact strip production deep drawing hardening exponent plastic strain ratio
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RESEARCH OF FILM THICKNESS DURING DRAWING PROCESS LUBRICATED WITH O/W EMULSIONS~+
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作者 Yan Hengzhi Zhong Jue (Department of Mechanical Engineering. Central South University of Technology. Changsha. 410083. China) Wang Dianzuo (Beijing General Research Institute for Nonferrous Metals, Beijing, 100088, China) 《Journal of Central South University》 SCIE EI CAS 1995年第1期54-58,共5页
Based on analysis of rheology of oil-in-water emulsions during lubrication process. we have established the mathematical model of film thickness lubricated with emulsions during drawing process, The film thickness cal... Based on analysis of rheology of oil-in-water emulsions during lubrication process. we have established the mathematical model of film thickness lubricated with emulsions during drawing process, The film thickness calculated with the model under general c 展开更多
关键词 emlusions drawing lubrication: model of FILM thickness
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Intelligent control technology for deep drawing of sheet metal
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作者 钱志平 马瑞 +1 位作者 赵军 杨嵩 《Journal of Central South University》 SCIE EI CAS 2008年第S2期273-277,共5页
The intelligent press forming of sheet metal is a completely new and comprehensive technology that combines control-science, computer science, material science and metal forming theory. Although the technology origina... The intelligent press forming of sheet metal is a completely new and comprehensive technology that combines control-science, computer science, material science and metal forming theory. Although the technology originated in 1980s from America, it was focused on the spring-back of V-shaped bending. Not until 1990s was some pioneering research conducted on the intellectualized control of cup-deep drawing. The research field is expanded to the axis-symmetric part and non-axis symmetric part. After a series of theoretical and experimental research, an intellectualized control system on the deep drawing processing of sheet metal is developed. The common general feature of sheet metal on the process of deep drawing is analyzed and a completely mechanical model is concluded and the deep drawing intellectualized control of sheet metal is finally realized. 展开更多
关键词 intellectualization axis-symmetric PART and non-axis SYMMETRIC PART deep drawing sheet metal forming
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Product Drawing Management System Based on Group Technology
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作者 REN Guang-sheng, YIN Xiao-qing (College of Mechanical Engineering, Chongqing University, Chongqing 40 0044, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期166-167,共2页
With the development and widely used of the compute r technology, the CAD has been more and more used in the process of designing prod uct. The number of the engineering drawings will greatly increase because of the c... With the development and widely used of the compute r technology, the CAD has been more and more used in the process of designing prod uct. The number of the engineering drawings will greatly increase because of the continually appearance of the new products. As a result, it has become a badly needed to be solved problem for us that how to rapidly and efficiently search an d appropriately preserve and manage the drawings. In this paper, a method of bui lding the product drawing management system for extrusion aluminum-type materia ls is discussed. This system is designed for the profile graphic of the aluminou s section material management by using Group Technology (GT) principle. Accordin g to the GT, we developed a classifying-coding system and drawing management sy stem about the extrusion aluminum-type materials through analyzing a large numb er of extrusion aluminum-type materials section drawings. The coding system has realized the flexible coding and hidden coding of the extrusion aluminum-type materials and then enhanced the flexibility and the expansible of the system. By supplying the designer with the human-computer interaction interface the drawi ng management system has been able to resolve many difficult problems such as se arch and manage the existed drawings about the extrusion aluminum-type material s very well. At the same time, it also helps the developing work enhance the abi lity of inheriting by applying this kind of variant method. In a word, with the help of this system we can not only shorten the designing time greatly and reduc e the cost of the product but also research the designing drawings rapidly. In o rder to output the data information related to the part drawing, the system uses the data-exchange standard to which the drawing support-software adapted as d ata-exchange interface. The system is advantageous to building a standard of dr awing design and increasing the efficiency of searching drawing and enhancing th e information management, which have had a base for building the best management system in the future. In addition, the paper has a detailed analysis about the principle of flexible classification code and data structure. 展开更多
关键词 group technology drawing management product des ign extrusion aluminum-type materials
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Deep drawing of cup shell by powder cavity flexible forming technology
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作者 XUE Ya-hong CHEN Ke +1 位作者 FAN Cun-jie LUO Jun-ting 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第4期766-772,共7页
A forming method named powder cavity flexible forming was proposed. It is a forming technology which uses powder medium instead of rigid punch or die to form sheet metals. Cup shells were successfully obtained by this... A forming method named powder cavity flexible forming was proposed. It is a forming technology which uses powder medium instead of rigid punch or die to form sheet metals. Cup shells were successfully obtained by this technology. The theoretical calculation equation of forming load was obtained through mechanical analysis and the stress state in cup shells was analyzed by finite element simulation. The results show that powder cavity flexible forming technology can improve the forming limit of sheet metal. Compared with rigid die forming process, the thickness reduction in the punch fillet area significantly decreases and the drawing ratio increases from 1.8 to 2.2. The thinning compressive stress in the bottom of cup shell emerges, which makes the bottom of the cup shell in three-dimensional stress state and the stress in punch fillet region decrease due to powder reaction force, which can effectively inhibit the sever thinning of the sheet and prevent the generation of fracture defects. 展开更多
关键词 cup shell POWDER cavity flexible forming drawing finite element simulation
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Prediction of Earing in Deep Drawing of Roll-cast Aluminium Alloy Sheets
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作者 R Mahmudi M Aghaie-Khafri 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期99-101,共3页
Commercial aluminium alloy sheets are presently sem ic ontinuously, direct chill casting billets that are hot and cold rolled to the fi nal gauge. Interest has been shown in continuous methods which eliminate the ho t... Commercial aluminium alloy sheets are presently sem ic ontinuously, direct chill casting billets that are hot and cold rolled to the fi nal gauge. Interest has been shown in continuous methods which eliminate the ho t rolling step through rapid solidification of the molten metal to the final sla b. Accordingly, sheets are produced by homogenization, cold rolling, intermedia te and final annealing of these roll-cast slabs. The problem of earing is of gr eat concern as it causes frequent interruption of production runs and leads to m aterial wastage. Therefore, it is quite desirable that earing can be predic ted and consequently necessary measures be taken to minimize or eliminate this u nwanted phenomenon. It is accepted generally that, the principal source of earing is the crystallogr aphic anisotropy arising from non-random distribution of crystal orientations i n the material. Accordingly, several attempts have been made to correlate the m echanical and crystallographic properties of the materials to the earing behavio ur for predictive purposes. Some of these are based on continuum concepts which concentrate on the macroscopic rather than the microscopic aspects of the mater ials. To accommodate the microstructural features of the material, some models have been developed. A more recent approach which provides a connection between texture and plastic anisotropy parameters of the material is the Continuum Mech anics of Textured Polycrystals (CMTP) method proposed by Lin et al. A simplifie d version of this method has been suggested by Chan with promising accuracy for aluminium and copper sheets. AA3105 and AA8011 aluminium alloy sheets were used in this investigation. The a s-cast slabs were cold rolled to the final thickness of 1.0 mm. Different anne aling temperatures in the range of 420 ℃ to 540 ℃ produced a range of R-value s. Circular blanks of 60 mm diameter were machined and deep drawn using a cylind rical flat-bottom punch of 33 mm diameter. The heights of the drawn cups were measured at 0, 45 and 90° to the rolling direction, with the aid of a microme ter accurate to 10 -2 mm. The earing percentage was then calculated usin g the following formula: % earing=h p-h v1/2(h p+h v)(1) where h p is the distance between the bottom of the cup and the peak of ear , and h v is the distance between the bottom of the cup and the valley of t he ear. For the measurement of plastic strain ratios (R-values), tensile specimens cut at 0, 45 and 90° to the rolling direction were photogridded with 1mm square s. These specimens were then stretched in the range of uniform deformation and the dimensional changes were measured with the aid of a travelling microscope. The strain ratios, whether R 0, R 45 or R 90 were determined from the following equation: R θ=dε wdε t=dε wdε l+dε w(2) where Θ refers to the specimen orientation and dε w and dεl refer to the transverse and longitudinal strains of the gauge section, respectively. The av erage strain ratio, R, and the parameter ΔR were then calculated from: R=14(R 0+2R 45+R 90)(3) ΔR=12(R 0-2R 45+R 90)(4) where R 0, R 45 and R 90 values are determined using specimen s cut at 0, 45 and 90° to the rolling direction, respectively. Finally, a continuum mechanics approach using different yield criteria is employ ed for the prediction of earing behaviour under different conditions of the mate rials. Instead of using texture data, the yield stress values are obtained by d ifferent anisotropic yield criteria such as; Hosford, Hill, and Zhou. The predicted earing profiles are compared to the experimental data and the suit ability of different yield criteria is discussed. 展开更多
关键词 Prediction of Earing in Deep drawing of Roll-cast Aluminium Alloy Sheets
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Analysis of TEDA's Present Situation in Drawing Capital from Transnational Corporations and Its Measures
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作者 Chi Chang-gui Wan Qian Chen Lan-yi M. A. of economics. Vice Director of the Commission Office of TEDA Deputy Chief of Secretary Seation of the Commission Office of TEDA M. A. of economics, Secretary Section of the Commission of TEDA 《南开经济研究》 CSSCI 北大核心 1994年第S3期46-54,共9页
Ⅰ. The present Situation of Transnational Corporations’ Investment in TEDA (1 ) General situation Since its founding ten years ago, especially since 1992. TEDA has achieved encouraging successesin undertaking major ... Ⅰ. The present Situation of Transnational Corporations’ Investment in TEDA (1 ) General situation Since its founding ten years ago, especially since 1992. TEDA has achieved encouraging successesin undertaking major projects. drawing the attention of leading consortia, omnibearingly solicitingbusiness and drawing foreign capital. By September 30, 1994, TEDA had approved 2054 solely for- 展开更多
关键词 TEDA Analysis of TEDA’s Present Situation in drawing Capital from Transnational Corporations and Its Measures
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中国古地图研究的基本方法
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作者 李新贵 《河北学刊》 北大核心 2025年第2期43-52,共10页
古地图是绘图者对客观世界过滤后的空间表达,是记录历史不可或缺的图像文献。推证绘制时间、溯源绘制背景、分辨绘制内容,是中国古地图研究的基本方法。其中,推证绘制时间是古地图研究的基础,溯源绘制背景是研究的深入,而分辨绘制内容... 古地图是绘图者对客观世界过滤后的空间表达,是记录历史不可或缺的图像文献。推证绘制时间、溯源绘制背景、分辨绘制内容,是中国古地图研究的基本方法。其中,推证绘制时间是古地图研究的基础,溯源绘制背景是研究的深入,而分辨绘制内容则是研究的根本。古地图因之明确在历史时序中的具体位置,清晰了解读历史的框架,明晰了图绘的历史。该方法也为深入解析古地图的其他研究方法奠定了基础。 展开更多
关键词 绘制时间 绘制背景 绘制内容 古地图 基本方法
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卷烟气流特性通用数字化表征模型的建立及应用
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作者 孙东亮 李倩 +6 位作者 张金钢 杜荣杰 彭发仕 黄麒 马洪明 齐萌 丁碧军 《中国烟草学报》 北大核心 2025年第2期19-29,共11页
【目的】了解卷烟气流特性的内在演进规律,提高卷烟质量设计与维护的数字化水平。【方法】分析卷烟物理结构的多重固定床串联属性,讨论不同类型固定床的气流特性的数字模型及其主要应用场景。【结果】(1)卷烟是封闭床、直漏床和渗漏床... 【目的】了解卷烟气流特性的内在演进规律,提高卷烟质量设计与维护的数字化水平。【方法】分析卷烟物理结构的多重固定床串联属性,讨论不同类型固定床的气流特性的数字模型及其主要应用场景。【结果】(1)卷烟是封闭床、直漏床和渗漏床的组合,“阻流”是建立通风流量与沿程流量关联的中介参数;(2)流量配比(m)是影响卷烟气流分配的直接参数,并间接影响压降的沿程分布,是渗漏床流配指数(e^(-m),记作“Ψ”)的核心;(3)渗漏床(裸烟区)是卷烟气流特性(沿程气流量、渗漏流量、沿程压降、段压差)数字化表征的关键,具有沿程二阶递归的演进规律(斐波那契数列),气流特性的分布与黄金比(≈0.618,记作“Ф”)有关;(4)基于直漏床流量配比(m)、渗漏床流配指数(Ψ)的构建,搭建了以17个条件参数为支撑的卷烟气流特性数字化通用表征模型。【结论】可在设计变更、质量维护和市场评估等应用场景中实现基于计算机处理系统的卷烟气流特性的系统性分析、定量化预测和即时性呈现。 展开更多
关键词 卷烟 气流特性 数字化 表征 模型 吸阻 通风率
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基于定模同步顶出技术汽车杯托底座的注塑模具设计 被引量:1
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作者 洪维 李朋 傅莹龙 《塑料工业》 北大核心 2025年第1期96-101,118,共7页
根据汽车杯托底座产品的结构形状与技术要求,设计了两点针阀式热流道进胶的注塑模具。在模具的动模侧设计了多组滑块脱模机构,且为防止产品侧面的加强筋被滑块拉伤,在滑块内部设计了两处顶针。在定模侧设计了两个大斜顶的分型顶出机构,... 根据汽车杯托底座产品的结构形状与技术要求,设计了两点针阀式热流道进胶的注塑模具。在模具的动模侧设计了多组滑块脱模机构,且为防止产品侧面的加强筋被滑块拉伤,在滑块内部设计了两处顶针。在定模侧设计了两个大斜顶的分型顶出机构,通过两组定距拉钩在模具开模时,实现定模斜顶的同步顶出,解决产品定模侧倒扣特征的脱模问题;通过“斜顶块+直顶块+顶针”组成的脱模系统顶出产品。在定模侧设计了“直通式+隔水片式+喷泉式”的水路,动模侧设计了“直通式随形”水路,组成模具的温度调节系统。经实践生产后,汽车杯托底座产品表面无缺陷,各尺寸符合要求,说明该模具结构合理。本文为相关产品的模具开发提供了有价值的技术参考。 展开更多
关键词 汽车杯托底座 注塑模具 定距拉钩 同步顶出
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基于微调扩散模型的智能化衬衫款式图生成 被引量:1
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作者 朱伟明 于家蓓 《服装学报》 北大核心 2025年第3期260-267,共8页
为提高服装设计产业的效率并降低成本,基于人工智能图像生成技术,通过低秩自适应微调StableDiffusion大模型,实现端到端的款式图快速生成。以衬衫为例,通过分析扩散模型,构建衬衫款式图数据集并进行模型训练,同时采用结构相似性算法和... 为提高服装设计产业的效率并降低成本,基于人工智能图像生成技术,通过低秩自适应微调StableDiffusion大模型,实现端到端的款式图快速生成。以衬衫为例,通过分析扩散模型,构建衬衫款式图数据集并进行模型训练,同时采用结构相似性算法和峰值信噪比对生成效果进行量化评估。实验结果表明,微调后的模型在结构相似性算法和峰值信噪比指标上分别提升了22.69%和68.59%,且生成的款式图在结构、构图、风格、细节及线条质量上均显著优于微调前。该方法为服装智能设计提供了高效、低成本的新思路,具备实际推广潜力。 展开更多
关键词 人工智能生成内容 扩散模型 微调模型 服装设计 服装款式图
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基于分割与深度学习网络的复杂电气图纸元件识别
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作者 沈小军 王玥 《同济大学学报(自然科学版)》 北大核心 2025年第5期813-822,共10页
针对复杂电气图纸的像素稀疏性、尺寸差异性、数量差异性导致的元件漏检、误检问题,提出了一种基于分割与深度学习网络的元件识别方法。首先,构建图纸分割算法以减小图纸与元件的尺寸差异。其次,基于YOLOv5网络提出一种四尺度检测机制,... 针对复杂电气图纸的像素稀疏性、尺寸差异性、数量差异性导致的元件漏检、误检问题,提出了一种基于分割与深度学习网络的元件识别方法。首先,构建图纸分割算法以减小图纸与元件的尺寸差异。其次,基于YOLOv5网络提出一种四尺度检测机制,增加两条特征传输路径,获取表征元件细节的极浅层特征图。同时,改进初始锚框选取方式,以重叠面积、距离、角度、宽高度4个因素表征定位损失,改善网络定位效果,提高网络收敛速度。在包含17种典型元件的数据集上验证了该方法的有效性,实验结果表明,该方法的平均均值精度可达96.7%,比原始网络提高了21.5%,网络训练速度也明显优于其他算法,具有较好的综合识别性能。 展开更多
关键词 电气元件识别 深度学习网络 四尺度检测 图纸分割 复杂电气图纸
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BFRP筋与玄武岩纤维再生混凝土黏结性能试验与预测
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作者 陈家豪 刘立 +4 位作者 石浩然 黄海荣 王英彬 薛宇航 韩建军 《混凝土》 北大核心 2025年第7期31-37,共7页
为探究玄武岩纤维增强复合材料(BFRP)筋与玄武岩纤维再生混凝土(BFRAC)之间的黏结性能,开展中心拉拔试验,制备42个试件以研究筋材直径、筋材表面特征及再生混凝土粗骨料取代率对黏结强度的影响。并采用随机森林(RF)算法建立黏结强度预... 为探究玄武岩纤维增强复合材料(BFRP)筋与玄武岩纤维再生混凝土(BFRAC)之间的黏结性能,开展中心拉拔试验,制备42个试件以研究筋材直径、筋材表面特征及再生混凝土粗骨料取代率对黏结强度的影响。并采用随机森林(RF)算法建立黏结强度预测模型。研究结果表明:黏结强度随着BFRP筋直径的增大逐渐增大;黏结强度随着再生粗骨料取代率的增加逐渐降低;BFRP筋表面特征对黏结强度有较大影响,经表面黏砂处理的BFRP筋的黏结强度高于经表面喷砂处理的BFRP筋。随机森林回归预测模型对黏结强度具有良好的预测能力,预测精度较高。进一步完善了BFRP筋与混凝土之间的黏结机理,为BFRP筋在混凝土结构中的应用提供了依据。 展开更多
关键词 BFRP筋 玄武岩纤维再生混凝土 中心拉拔试验 黏结强度 随机森林
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基于图元匹配的隧道图纸解析与三维建模方法
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作者 王卫东 阿茹娜 +4 位作者 葛含章 肖淳钟 吴昕芃 王劲 邱实 《铁道工程学报》 北大核心 2025年第1期77-82,共6页
研究目的:针对目前铁路隧道领域由于原始图纸复杂性导致的人工解析工作量大且效率低下,以及自动化建模过程中精度与细节表达无法满足要求的关键问题,本文提出一种基于图元匹配的隧道图纸三维解析建模方法,旨在快速实现二维图纸向三维模... 研究目的:针对目前铁路隧道领域由于原始图纸复杂性导致的人工解析工作量大且效率低下,以及自动化建模过程中精度与细节表达无法满足要求的关键问题,本文提出一种基于图元匹配的隧道图纸三维解析建模方法,旨在快速实现二维图纸向三维模型的高效、自动转化。研究结论:(1)提出基于霍夫变换的图元特征提取方法,有效提取二维图纸中的关键图元数据,并显著简化解析过程;(2)通过构建七项几何约束条件,精确表征隧道构件的核心参数关系,确保三维模型的高度一致性和完整性;(3)开发基于WebGL+Three.js的参数化建模平台实现了隧道模型的高效动态可视化,提升了建模的灵活性与效率;(4)本研究成果可应用于铁路隧道设计、施工管理及数字化运营,推动基础设施工程的智能化发展。 展开更多
关键词 隧道工程 建筑信息模型 图纸解析 参数化建模
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