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Running-in Test and Fractal Methodology for Worn Surface Topography Characterization 被引量:18
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作者 JI Cuicui ZHU Hua +1 位作者 JIANG Wei LU Binbin 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2010年第5期600-605,共6页
Studying and understanding of the surface topography variation are the basis for analyzing tribological problems,and characterization of worn surface is necessary.Fractal geometry offers a more accurate description fo... Studying and understanding of the surface topography variation are the basis for analyzing tribological problems,and characterization of worn surface is necessary.Fractal geometry offers a more accurate description for surface roughness that topographic surfaces are statistically self-similar and can be quantitatively evaluated by fractal parameters.The change regularity of worn surface topography is one of the most important aspects of running-in study.However,the existing research normally adopts only one friction matching pair to explore the surface topography change,which interrupts the running-in wear process and makes the experimental result lack authenticity and objectivity.In this paper,to investigate the change regularity of surface topography during the real running-in process,a series of running-in tests by changing friction pairs under the same operating conditions are conducted on UMT-II Universal Multifunction Tester.The surface profile data are acquired by MiaoXAM2.5X-50X Ultrahigh Precision Surface 3D Profiler and analyzed using fractal dimension D,scale coefficient C and characteristic roughness Ra *based on root mean square(RMS) method.The characterization effects of the three parameters are discussed and compared.The results obtained show that there exists remarkable fractal feature of surface topography during running-in process,both D and Ra *increase gradually,while C decreases slowly as the wear-in process goes on,and all parameters tend to be stable when the wear process steps into the normal wear process.Ra *illustrates higher sensitivity for rough surface characterization compared with the other two parameters.In addition,the running-in test carried with a set of identical surface properties is more scientific and reasonable than the traditional one.The proposed research further indicates that the fractal method can quantitatively measure the rough surface,which also provides an evidence for running-in process identification and tribology design. 展开更多
关键词 RUNNING-IN worn surface topography RMS method fractal dimension scale coefficient characteristic roughness
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Surface Topography and Roughness of High-speed Milled AlMn1Cu 被引量:2
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作者 WANG Zhenhua YUAN Juntang +1 位作者 YIN Zengbin HU Xiaoqiu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2016年第6期1200-1207,共8页
The aluminum alloy AlMn1Cu has been broadly applied for functional parts production because of its good properties. But few researches about the machining mechanism and the surface roughness were reported. The high-sp... The aluminum alloy AlMn1Cu has been broadly applied for functional parts production because of its good properties. But few researches about the machining mechanism and the surface roughness were reported. The high-speed milling experiments are carried out in order to improve the machining quality and reveal the machining mechanism. The typical topography features of machined surface are observed by scan electron microscope(SEM). The results show that the milled surface topography is mainly characterized by the plastic shearing deformation surface and material piling zone. The material flows plastically along the end cutting edge of the flat-end milling tool and meanwhile is extruded by the end cutting edge, resulting in that materials partly adhere to the machined surface and form the material piling zone. As the depth of cut and the feed per tooth increase, the plastic flow of materials is strengthened and the machined surface becomes rougher. However, as the cutting speed increases, the plastic flow of materials is weakened and the milled surface becomes smoother. The cutting parameters (e.g. cutting speed, feed per tooth and depth of cut) influencing the surface roughness are analyzed. It can be concluded that the roughness of the machined surface formed by the end cutting edge is less than that by the cylindrical cutting edge when a cylindrical flat-end mill tool is used for milling. The proposed research provides the typical topography features of machined surface of the anti-rust aluminum alloy AlMn1Cu in high speed milling. 展开更多
关键词 surface topography surface roughness Aluminum alloy AlMn1Cu high-speed milling
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Bending strength and fracture surface topography of natural fiber-reinforced shell for investment casting process 被引量:2
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作者 Kai Lü Xiang-dong Liu +1 位作者 Zhao-xin Du Yan-fen Li 《China Foundry》 SCIE 2016年第3期211-216,共6页
In order to improve the properties of silica sol shell for investment casting process, various contents of cattail fibers were added into the slurry to prepare a fiber-reinforced shell in the present study. The bendin... In order to improve the properties of silica sol shell for investment casting process, various contents of cattail fibers were added into the slurry to prepare a fiber-reinforced shell in the present study. The bending strength of fiber-reinforced shell was investigated and the fracture surfaces of shell specimens were observed using SEM. It is found that the bending strength increases with the increase of fiber content, and the bending strength of a green shell with 1.0 wt.% fiber addition increases by 44% compared to the fiber-free shell. The failure of specimens of the fiber-reinforced green shell results from fiber rupture and debonding between the interface of fibers and adhesive under the bending load. The micro-crack propagation in the matrix is inhibited by the micro-holes for ablation of f ibers in specimens of the f iber-reinforced shell during the stage of being fired. As a result, the bending strength of specimens of the fired shell had no significant drop. Particularly, the bending strength of specimens of the fired shell reinforced with 0.6wt.% fiber reached the maximum value of 4.6 MPa. 展开更多
关键词 fiber-reinforced shell investment casting bending strength fracture surface topography
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3D Evaluation Method of Cutting Surface Topography of Carbon / Phenolic (C/Ph) Composite 被引量:4
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作者 周鹏 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2011年第3期459-463,共5页
3D evaluation method of cutting surface topography for C/Ph composites was established.The cutting surface was measured by Talyscan 150,using 3D non-contact measurement.Through the results of 2D and 3D roughness evalu... 3D evaluation method of cutting surface topography for C/Ph composites was established.The cutting surface was measured by Talyscan 150,using 3D non-contact measurement.Through the results of 2D and 3D roughness evaluating for C/Ph composite and Duralumin,the 2D evaluation method of the cutting surface topography of C/Ph composite loses a lot of information,the characteristics of the surface topography of C/Ph composite can be comprehensively and authentically evaluated only by 3D evaluation method.Furthermore,3D amplitude and spatial parameters were adopted to evaluate the surface.The results show that: the topography of the C/Ph composite is anisotropic,there are more valleys in the machined surface of C/Ph than that of duralumin,and there are not obvious feeding textures for C/Ph,which indicates the machining mechanism is different from the metal.In conclusion,the topography of the C/Ph composite cutting surface is anisotropic;the cutting surface of C/Ph composite needs 3D evaluation method. 展开更多
关键词 C/Ph composite surface topography 3D evaluation method
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Effect of electrochemical polishing time on surface topography of mild steel 被引量:1
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作者 Baocheng Wang Jinhua Zhu 《Journal of University of Science and Technology Beijing》 CSCD 2007年第3期236-239,共4页
The variation in altitude density function (ADF) of the surface topography of mild steel during electrochemical polishing (ECP) was investigated, and the mechanism of the variation of surface roughness with polish... The variation in altitude density function (ADF) of the surface topography of mild steel during electrochemical polishing (ECP) was investigated, and the mechanism of the variation of surface roughness with polishing time was analyzed. The results show that the variation trend of ADF with polishing time is flat-steep-flat; the variation of surface roughness results in the different distri- butions of surface current density, and there is a fine surface smoothness in the special period of ECP from 4 to 8 s. 展开更多
关键词 mild steel electrochemical polishing altitude density function surface topography
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Effect of Surface Topography on Stress Concentration Factor 被引量:1
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作者 CHENG Zhengkun LIAO Ridong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第6期1141-1148,共8页
Neuber rule and Arola-Ramulu model are widely used to predict the stress concentration factor of rough specimens. However, the height parameters and effective valley radius used in these two models depend strongly on ... Neuber rule and Arola-Ramulu model are widely used to predict the stress concentration factor of rough specimens. However, the height parameters and effective valley radius used in these two models depend strongly on the resolution of the roughness-measuring instruments and are easily introduce measuring errors. Besides, it is difficult to find a suitable parameter to characterize surface topography to quantitatively describe its effect on stress concentration factor. In order to overcome these disadvantages, profile moments are carried out to characterize surface topography, surface topography is simulated by superposing series of cosine components, the stress concentration factors of different micro cosine-shaped surface topographies are investigated by finite element analysis. In terms of micro cosine-shaped surface topography, an equation using the second profile moment to estimate the stress concentration factor is proposed, predictions for the stress concentration factor using the proposed expression are within 10% error compared with the results of finite element analysis, which are more accurate than other models. Moreover, the proposed equation is applied to the real surface topography machined by turning. Predictions for the stress concentration factor using the proposed expression are within 10% of the maximum stress concentration factors and about 5% of the effective stress concentration factors estimated from the finite element analysis for three levels of turning surface topographies under different simulated scales. The proposed model is feasible in predicting the stress concentration factors of real machined surface topographies. 展开更多
关键词 surface topography profile moments stress concentration factor finite element method
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Surface Topography of Fine-grained ZrO_2 Ceramic by Two-dimensional Ultrasonic Vibration Grinding
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作者 丁爱玲 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2011年第6期1162-1165,共4页
The surface quality of fine-grained ZrO2 engineering ceramic were researched using 270# diamond wheel both with and without work-piece two-dimension ultrasonic vibration grinding(WTDUVG). By AFM images, the surface ... The surface quality of fine-grained ZrO2 engineering ceramic were researched using 270# diamond wheel both with and without work-piece two-dimension ultrasonic vibration grinding(WTDUVG). By AFM images, the surface topography and the micro structure of the two-dimensional ultrasonic vibration grinding ceramics were especially analyzed. The experimental results indicate that the surface roughness is related to grinding vibration mode and the material removal mechanism. Surface quality of WTDUVG is superior to that of conventional grinding, and it is easy for two-dimensional ultrasonic vibration grinding that material removal mechanism is ductile mode grinding. 展开更多
关键词 two-dimension ultrasonic vibration grinding surface topography ductile grinding
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The Characteristics of the Surface Topography of Excimer Laser Processed Al_2O_3 Ceramic
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作者 刘莹 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2004年第B10期11-14,共4页
Surface of Al 2O 3 ceramic was processed by an excimer laser and the characteristics of topography were examined based on the application of the microelectromechanical system(MEMS). It is indicated that the statisti... Surface of Al 2O 3 ceramic was processed by an excimer laser and the characteristics of topography were examined based on the application of the microelectromechanical system(MEMS). It is indicated that the statistic parameters of surface topography processed by the excimer laser have an obvious regularity. The arithmetic-mean value R a and the root-mean square value R q change with the changing of processing parameters in the same step and trend, and there is a quantitative relation between them.A simplified model is proposed for the excimer laser processing surface profile, whose results of the analysis and calculation agree basically with the experimental data. Furthermore,the surfaces processed by excimer laser are greatly flat. Skewness root-mean-square value Z· q changed little with the change of the technological parameters. The above characteristics depend on the processing principle of excimer laser, quite different from the cutting processing. 展开更多
关键词 excimer laser processing surface topography characteristics of topography parameters
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Effect of Pb content on the surface topography and corrosion resistance of hot dip Zn-Al-Mg coatings
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作者 CHENG Guoping JIN Xinyan XIE Yingxiu 《Baosteel Technical Research》 CAS 2016年第4期24-29,共6页
In this study,the effect of Pb content on the surface morphology and salt spray corrosion resistance of hot dip Zn-AI-Mg coatings was investigated. The results showed that the coating surface easily formed small grain... In this study,the effect of Pb content on the surface morphology and salt spray corrosion resistance of hot dip Zn-AI-Mg coatings was investigated. The results showed that the coating surface easily formed small grains of zinc spangle structures and that the salt spray con'osion resistance of the coating decreased when Pb content was greater than 0.01%. The microstructure and energy dispersive spectrum analysis of surface and cross-sectional areas was performed by scanning electron microscopy. Pb content present in the coating was analyzed by glow discharge spectrum. The results showed that the distribution of Pb in the coating was not uniform. The Pb content was segregated on the surface and at the cross-section of the Zn-A1-MgZn2 ternary eutectic structure,especially,on the surface of the Zn-A1-MgZn2 ternary eutectic structure. 展开更多
关键词 Pb content hot dip Zn-AI-Mg coatings surface topography corrosion resistance
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Unveiling three-dimensional sea surface signatures caused by internal solitary waves:insights from the surface water ocean topography mission
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作者 Xudong ZHANG Xiaofeng LI 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2024年第3期709-714,共6页
Internal solitary waves(ISW),characterized by large amplitude and long propagation distance,are widespread in global oceans.While remote sensing images have played an essential role in studying ISWs,they mainly exploi... Internal solitary waves(ISW),characterized by large amplitude and long propagation distance,are widespread in global oceans.While remote sensing images have played an essential role in studying ISWs,they mainly exploit two-dimensional image information.However,with the launch of the surface water ocean topography(SWOT)satellite on December 16,2022,a unique opportunity has emerged to capture wide-swath three-dimensional ISW-induced sea surface information.In this study,we examine ISWs in the Andaman Sea using data from the Ka-band Radar Interferometer(KaRIN),a crucial sensor onboard SWOT.KaRIN not only provides backscattering satellite images but also employs synthetic aperture interferometry techniques to retrieve wide-swath two-dimensional sea surface height measurements.Our observations in the Andaman Sea revealed the presence of ISWs characterized by dark-bright strips and surface elevation solitons.The surface soliton has an amplitude of 0.32 m,resulting in an estimation of ISW amplitude of approximately 60 m.In contrast to traditional two-dimensional satellite images or nadir-looking altimetry data,the SWOT mission’s capability to capture threedimensional sea surface information represents a significant advancement.This breakthrough holds substantial promise for ISW studies,particularly in the context of ISW amplitude inversion. 展开更多
关键词 internal solitary wave(ISW) surface water ocean topography(SWOT) ALTIMETER
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Experimental and modeling study of surface topography generation considering tool-workpiece vibration in high-precision turning 被引量:1
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作者 Xingying ZHOU Henan LIU +4 位作者 Tianyu YU Ruiyang GUO Guangzhou WANG Yazhou SUN Mingjun CHEN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第7期194-212,共19页
High-precision turning(HPT)is a main processing method for manufacturing rotary high-precision components,especially for metallic parts.However,the generated vibration between tool tip and workpiece during turning may... High-precision turning(HPT)is a main processing method for manufacturing rotary high-precision components,especially for metallic parts.However,the generated vibration between tool tip and workpiece during turning may seriously deteriorate the surface integrity.Therefore,exploring the effect of vibration on turning surface morphology and quality of copper parts using 3D surface topography regeneration model is crucial for predicting HPT performance.This developed model can update the machined surface topology in real time.In this study,the effects of tool arc radius,feed rate,radial vibration,axial vibration and tangential vibration on the surface topography and surface roughness were explored.The results show that the effect of radial vibration on surface topography is greater than that of axial vibration and tangential vibration.The radial vibration frequency is also critical.When vibration frequency changes,the surface topography profile presents three different types:the standard sinusoidal curve,the sinusoidal curve whose lowfrequency signal envelopes high-frequency signal,and the oscillation curve whose low-frequency signal superimposes high-frequency signal.In addition,HPT experiment was carried out to validate the developed model.The surface roughness obtained in the experiment was Ra=53 nm,while the roughness obtained by the simulation was Ra=46 nm,achieving a prediction accuracy of 86.7%.Received 4 September 2022;revised 3 October 2022;accepted 17 October 2022. 展开更多
关键词 High-precision turning Machining vibration Modeling surface roughness surface topography
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Nature-inspired surface topography: design and function 被引量:4
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作者 XianTong Yan YuanKai Jin +3 位作者 XueMei Chen Chao Zhang ChongLei Hao ZuanKai Wang 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS CSCD 2020年第2期32-46,共15页
Learning from nature has traditionally and continuously provided important insights to drive a paradigm shift in technology.In particular,recent studies show that many biological organisms exhibit spectacular surface ... Learning from nature has traditionally and continuously provided important insights to drive a paradigm shift in technology.In particular,recent studies show that many biological organisms exhibit spectacular surface topography such as shape,size,spatial organization,periodicity,interconnectivity,and hierarchy to endow them with the capability to adapt dynamically and responsively to a wide range of environments.More excitingly,in a broader perspective,these normally neglected topological features have the potential to fundamentally change the way of how engineering surface works,such as how fluid flows,how heat is transported,and how energy is generated,saved,and converted,to name a few.Thus,the design of nature-inspired surface topography for unique functions will spur new thinking and provide paradigm shift in the development of the new engineering surfaces.In this review,we first present a brief introduction to some insights extracted from nature.Then,we highlight recent progress in designing new surface topographies and demonstrate their applications in emerging areas including thermal-fluid transport,anti-icing,water harvesting,power generation,adhesive control,and soft robotics.Finally,we offer our perspectives on this emerging field,with the aim to stimulate new thinking on the development of next-generation of new materials and devices,and dramatically extend the boundaries of traditional engineering. 展开更多
关键词 natural inspiration BIOMIMETIC surface topography surface engineering unique functions interfacial interaction MECHANISMS
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Elliptical model for surface topography prediction in five-axis flank milling 被引量:3
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作者 Liping WANG Shuyi GE +3 位作者 Hao SIa Liwen GUAN Feiyu DUAN Yuzhe LIU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第4期1361-1374,共14页
In five-axis flank milling operations,the intersecting surfaces of different cutting edges create roughness on the milled surfaces that cannot be ignored in situations with strict requirements,especially in aeronautic... In five-axis flank milling operations,the intersecting surfaces of different cutting edges create roughness on the milled surfaces that cannot be ignored in situations with strict requirements,especially in aeronautical manufacturing.To focus on motion problems in milling operations,this paper presents a new model that utilizes elliptical paths as cutting edge trajectories on 3D surface topography machined by peripheral milling.First,the cutter parallel axis offset and location angle are considered,which change the location of the ellipse center and intersection point of the cutting edges.Then,through the proposed model,the predicted surface topography is obtained,and the factors that affect the development tendency of roughness are analyzed.Next,the effects of the cutter location position(CLP)geometric parameters,cutter parallel axis offset and curvature on the roughness are evaluated by a numerical simulation.Finally,machining tests are carried out to validate the model predictions,and the results show that the surface topography predictions correspond well with the experimental results. 展开更多
关键词 Cutter runout Elliptical paths Five-axis flank milling surface topography Workpiece curvature
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The influence of Fe doping on the surface topography of GaN epitaxial material 被引量:1
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作者 崔磊 殷海波 +9 位作者 姜丽娟 王权 冯春 肖红领 王翠梅 巩稼民 张波 李百泉 王晓亮 王占国 《Journal of Semiconductors》 EI CAS CSCD 2015年第10期45-48,共4页
Fe doping is an effective method to obtain high resistivity GaN epitaxial material. But in some cases, Fe doping could result in serious deterioration of the GaN material surface topography, which will affect the elec... Fe doping is an effective method to obtain high resistivity GaN epitaxial material. But in some cases, Fe doping could result in serious deterioration of the GaN material surface topography, which will affect the electrical properties of two dimensional electron gas (2DEG) in HEMT device. In this paper, the influence of Fe doping on the surface topography of GaN epitaxial material is studied. The results of experiments indicate that the surface topography of Fe-doped GaN epitaxial material can be effectively improved and the resistivity could be increased after increasing the growth rate of GaN materials. The GaN material with good surface topography can be manu- factured when the Fe doping concentration is 9 × 1019 cm-3. High resistivity GaN epitaxial material which is 1 × 109 Ω.cm is achieved. 展开更多
关键词 Fe doping GAN MOCVD surface topography
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Fractal characteristic evaluation and interpolation reconstruction for surface topography of drilled composite hole wall 被引量:1
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作者 Yu YANG Hui CHENG +4 位作者 Biao LIANG Guoyi HOU Di ZHAO Chun LIU Kaifu ZHANG 《Frontiers of Mechanical Engineering》 SCIE CSCD 2021年第4期840-854,共15页
In this paper,an improved fractal interpolation model is proposed to reconstruct the surface topography of composite hole wall.This model adopts the maximum positive deviations and maximum negative deviations between ... In this paper,an improved fractal interpolation model is proposed to reconstruct the surface topography of composite hole wall.This model adopts the maximum positive deviations and maximum negative deviations between the measured values and trend values to determine the contraction factors.Hole profiles in 24 directions are measured.Fractal parameters are calculated to evaluate the measured surface profiles.The maximum and minimum fractal dimension of the hole wall are 1.36 and 1.07,whereas the maximum and minimum fractal roughness are 4.05 x 10-5 and 4.36 x 10-10 m,respectively.Based on the two-dimensional evaluation results,three-dimensional surface topographies in five typical angles(0°,45°,90°,135°,and 165°)are reconstructed using the improved model.Fractal parameter Ds and statistical parameters Sa9 Sq,and Sz are used to evaluate the reconstructed surfaces.Average error of Ds,Sa,Sq,and Sz between the measured surfaces and the reconstructed surfaces are 1.53%,3.60%,5.60%,and 9.47%,respectively.Compared with the model in published literature,the proposed model has equal reconstruction effect in relatively smooth surface and is more advanced in relatively rough surface.Comparative results prove that the proposed model for calculating contraction factors is more reasonable. 展开更多
关键词 surface topography fractal evaluation fractal interpolation RECONSTRUCTION COMPOSITE
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GENERALIZED SIMULATION MODEL FOR MILLED SURFACE TOPOGRAPHY-APPLICATION TO PERIPHERAL MILLING 被引量:2
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作者 Xu Anping Qu Yunxia Li Weimin School of Mechanical Engineering, Hebei University of Technology Zhang Dawei Huang Tian Tianjin University 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2001年第2期121-126,共6页
Based on analyzing various factors influencing milled surface topography, firstly, a generalized model for milled surface topography is proposed. Secondly, using the principles of transformation matrix and vector oper... Based on analyzing various factors influencing milled surface topography, firstly, a generalized model for milled surface topography is proposed. Secondly, using the principles of transformation matrix and vector operation, the trajectory equation of cutting edge relative to workpiece is derived. Then, a three dimensional topography simulation algorithm is constructed through dividing the workpiece into regular grids. Finally, taking the peripheral milling process as an example, the generalized model is simplified, and the corresponding simulation examples are given. The results indicate that it is very efficient for the generalized model to be used to analyze and simulate the peripherally milled surface topography. 展开更多
关键词 Generalized simulation model Arbitrary contour mill Peripheral milling process surface topography
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Regulation of substrate surface topography on differentiation of mesenchymal stem cells
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作者 Bo Huo Yang Zhao +2 位作者 Xue Bai Qing Sun Fei Jiao 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2020年第5期1158-1169,I0004,共13页
Mesenchymal stem pells(MSCs)have been extensively used in the field of tissue engineering and regenerative medicine.The effect of surface properties on the differentiation of MSCs is a very important issue for the des... Mesenchymal stem pells(MSCs)have been extensively used in the field of tissue engineering and regenerative medicine.The effect of surface properties on the differentiation of MSCs is a very important issue for the design and fabrication of scaffolds or biomaterials.This review is mainly focused on the morphological or topographic characteristics of cell adhesion substrate,i.e.cell area and shape for individual cell,cell density and cell-cell contact for multiple cells,substrate roughnessridge width,micropillar height,nanoparticle diameter and aspect ratio of nanowire.The results from different studies were quantitativcly analyzed using comparable or unified parameters and definitions under the specific experimental conditions such as cell source,culture time,induction medium,matrix material and differentiation marker.Some interesting phenomena and properties were discovered by this integrated and systematic analysis,which might give insights into the regulatory mechanism of surface morphology or topography on MSCs differentiation. 展开更多
关键词 Mesenchymal stem cell Adhesion morphology surface topography DIFFERENTIATION Biomaterial
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An integrated machine-process-controller model to predict milling surface topography considering vibration suppression
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作者 Miao-Xian Guo Jin Liu +3 位作者 Li-Mei Pan Chong-Jun Wu Xiao-Hui Jiang Wei-Cheng Guo 《Advances in Manufacturing》 SCIE EI CAS CSCD 2022年第3期443-458,共16页
Surface topography is an important factor in evaluating the surface integrity and service performance of milling parts.The dynamic characteristics of the manufacturing system and machining process parameters significa... Surface topography is an important factor in evaluating the surface integrity and service performance of milling parts.The dynamic characteristics of the manufacturing system and machining process parameters significantly influence the machining precision and surface quality of the parts,and the vibration control method is applied in high-precision milling to improve the machine quality.In this study,a novel surface topography model based on the dynamic characteristics of the process system,properties of the cutting process,and active vibration control system is theoretically developed and experimentally verified.The dynamic characteristics of the process system consist of the vibration of the machine tool and piezoelectric ceramic clamping system.The dynamic path trajectory influenced by the processing parameters and workpiece-tool parameters belongs to the property of the cutting process,while different algorithms of active vibration control are considered as controller factors.The milling surface topography can be predicted by considering all these factors.A series of experiments were conducted to verify the effectiveness and accuracy of the prediction model,and the results showed a good correlation between the theoretical analysis and the actual milled surfaces. 展开更多
关键词 Machine-process-controller Milling surface topography Vibration suppression Prediction model
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Generating synthetic as-built additive manufacturing surface topography using progressive growing generative adversarial networks
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作者 Junhyeon SEO Prahalada RAO Bart RAEYMAEKERS 《Friction》 SCIE EI CAS 2024年第6期1283-1298,共16页
Numerically generating synthetic surface topography that closely resembles the features and characteristics of experimental surface topography measurements reduces the need to perform these intricate and costly measur... Numerically generating synthetic surface topography that closely resembles the features and characteristics of experimental surface topography measurements reduces the need to perform these intricate and costly measurements.However,existing algorithms to numerically generated surface topography are not well-suited to create the specific characteristics and geometric features of as-built surfaces that result from laser powder bed fusion(LPBF),such as partially melted metal particles,porosity,laser scan lines,and balling.Thus,we present a method to generate synthetic as-built LPBF surface topography maps using a progressively growing generative adversarial network.We qualitatively and quantitatively demonstrate good agreement between synthetic and experimental as-built LPBF surface topography maps using areal and deterministic surface topography parameters,radially averaged power spectral density,and material ratio curves.The ability to accurately generate synthetic as-built LPBF surface topography maps reduces the experimental burden of performing a large number of surface topography measurements.Furthermore,it facilitates combining experimental measurements with synthetic surface topography maps to create large data-sets that facilitate,e.g.relating as-built surface topography to LPBF process parameters,or implementing digital surface twins to monitor complex end-use LPBF parts,amongst other applications. 展开更多
关键词 additive manufacturing surface topography synthetic surface topography generative adversarial networks
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Implant surface features as key role on cell behavior
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作者 RAFAEL SCAF DE MOLON MARTA MARIA ALVES PEREIRA ERICA DORIGATTI DE AVILA 《BIOCELL》 SCIE 2022年第5期1151-1156,共6页
It has been recognized that physical and chemical properties of biomaterial surfaces mediate the quality of extracellular matrix(ECM)that may affect cell behaviors.In nature,ECM is a heterogeneous three-dimensional su... It has been recognized that physical and chemical properties of biomaterial surfaces mediate the quality of extracellular matrix(ECM)that may affect cell behaviors.In nature,ECM is a heterogeneous three-dimensional superstructure formed by three major components,glycosaminoglycan,glycoconjugate,and protein,that anchors cellular compartments in tissues and regulates the function and the behavior of cells.Changes in the biointerface alter the quality of ECM and morphology through cell surface receptors,which,in turn,enable it to trigger specific cell signaling and different cellular responses.In fact,a number of strategies have been used to improve the functionality of surfaces and direct cell behavior through precisely designed environments.Herein,we aimed to discuss,through a science-based viewpoint,the biomaterial surface features on cell behavior and analyze the impact of cell physical modification on dental implant development. 展开更多
关键词 Biomaterial Cell adhesion surface chemistry surface topography
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