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Microstructure Transformation and Refinement Mechanism of Undercooled Cu-Ni-Co Alloy Based on Simulation of Critical Cutting Speed in Ultrasonic Machining
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作者 HE Xiaoyu HOU Kai +2 位作者 XU Xuguang TANG Cheng ZHU Xijing 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS CSCD 2023年第6期1472-1483,共12页
Both Cu60Ni38Co2 and Cu60Ni40 alloy were naturally cooled after rapid solidification from the liquid phase.The transformation law of the microstructure characteristics of the rapidly solidified alloy with the change o... Both Cu60Ni38Co2 and Cu60Ni40 alloy were naturally cooled after rapid solidification from the liquid phase.The transformation law of the microstructure characteristics of the rapidly solidified alloy with the change of undercooling(ΔT)was systematically studied.It is found that the two alloys experience the same transformation process.The refinement structures under different undercoolings were characterized by electron backscatter diffraction(EBSD).The results show that the characteristics of the refinement structure of the two alloys with low undercooling are the same,but the characteristics of the refinement structure with high undercooling are opposite.The transmission electron microscopy(TEM)results of Cu60Ni38Co2 alloy show that the dislocation network density of low undercooled microstructure is lower than that of high undercooled microstructure.By combining EBSD and TEM,it could be confirmed that the dendrite remelting fracture is the reason for the refinement of the low undercooled structure,while the high undercooled structure is refined due to recrystallization.On this basis,in the processing of copper base alloys,there will be serious work hardening phenomenon and machining hard problem of consciousness problems caused by excessive cutting force.A twodimensional orthogonal turning finite element model was established using ABAQUS software to analyze the changes in cutting speed and tool trajectory in copper based alloy ultrasonic elliptical vibration turning.The results show that in copper based alloy ultrasonic elliptical vibration turning,cutting process parameters have a significant impact on cutting force.Choosing reasonable process parameters can effectively reduce cutting force and improve machining quality. 展开更多
关键词 rapid solidification UNDERCOOLING microstructure refinement structure ultrasonic elliptical vibration turning cutting speed finite element analysis
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THE OPTIMUM CUTTING SPEED OF CIRCULAR SAW
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作者 杨素华 《Journal of Northeast Forestry University》 SCIE CAS CSCD 1995年第4期58-60,共3页
To look for the optimum cutting speed, the tungsten carbide tipped saw was used asan example in this paper. And then, on the basis of the experimental results and theoretical calculation,the equations of tool life was... To look for the optimum cutting speed, the tungsten carbide tipped saw was used asan example in this paper. And then, on the basis of the experimental results and theoretical calculation,the equations of tool life was introduced, and as an example, the minimum cost and maximum production cutting speed When the particleboards were cut by circulax saw, were obtained. 展开更多
关键词 Circular saw cutting speed OPTIMIZATION
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High speed cutting of AZ31 magnesium alloy 被引量:2
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作者 Liwei Lu Shaohua Hu +1 位作者 Longfei Liu Zhenru Yin 《Journal of Magnesium and Alloys》 SCIE EI CAS 2016年第2期128-134,共7页
Using LBR-370 numerical control lathe,high speed cutting was applied to AZ31 magnesium alloy.The influence of cutting parameters on microstructure,surface roughness and machining hardening were investigated by using t... Using LBR-370 numerical control lathe,high speed cutting was applied to AZ31 magnesium alloy.The influence of cutting parameters on microstructure,surface roughness and machining hardening were investigated by using the methods of single factor and orthogonal experiment.The results show that the cutting parameters have an important effect on microstructure,surface roughness and machine hardening.The depth of stress layer,roughness and hardening present a declining tendency with the increase of the cutting speed and also increase with the augment of the cutting depth and feed rate.Moreover,we established a prediction model of the roughness,which has an important guidance on actual machining process of magnesium alloy. 展开更多
关键词 AZ31 magnesium alloy High speed cutting cutting parameters HARDENING ROUGHNESS Stress lay
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CUTTING REGULARITY AND DISCHARGE CHARACTERISTICS BY USING COMPOSITE COOLING LIQUID IN WIRE CUT ELECTRICAL DISCHARGE MACHINE WITH HIGH WIRE TRAVELING SPEED 被引量:11
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作者 LIU Zhidong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第5期41-45,共5页
The analysis of cutting regularity is provided through using and comparing two typical cooling liquids. It is proved that cutting regularity is greatly affected by cooling liquid's washing ability. Discharge characte... The analysis of cutting regularity is provided through using and comparing two typical cooling liquids. It is proved that cutting regularity is greatly affected by cooling liquid's washing ability. Discharge characteristics and theoretic analysis between two electrodes are also discussed based on discharge waveform. By using composite cooling liquid which has strong washing ability, the efficiency in the first stable cutting phase has reached more than 200 mm^2/min, and the roughness of the surface has reached Ra〈0.8 μm after the fourth cutting with more than 50 mm^2/min average cutting efficiency. It is pointed out that cutting situation of the wire cut electrical discharge machine with high wire traveling speed (HSWEDM) is better than the wire cut electrical discharge machine with low wire traveling speed (LSWEDM) in the condition of improving the cooling liquid washing ability. The machining indices of HSWEDM will be increased remarkably by using the composite cooling liquid. 展开更多
关键词 Wire cut electrical discharge machine with high wire traveling speed Composite cooling liquid Discharge characteristic cutting regularity
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High Speed Cutting Inconel 718 with Coated Carbide and Ceramic Inserts 被引量:1
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作者 LI Liang, HE Ning, WANG Min, WANG Zhi-gang (College of Mechanical and Electrical, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期44-45,共2页
High speed machining (HSM) technology is one of important aspects of advanced manufacturing technology. Nickel-based superalloys have been widely used in the aircraft and nuclear industry due to their exceptional ther... High speed machining (HSM) technology is one of important aspects of advanced manufacturing technology. Nickel-based superalloys have been widely used in the aircraft and nuclear industry due to their exceptional thermal resistance and the ability to retain mechanical properties at elevated temperatures of service environment over 700 ℃. However, they are classified as difficult-to-cut materials due to their high shear strength, work hardening tendency, highly abrasive carbide particles in the microstructure, strong tendency to weld and form built-up edge and low thermal conductivity. They have a tendency to maintain their strength at high temperature that is generated during machining. The Inconel 718 workpiece material used in the experiment was in the hot forged and annealed condition. The commercially available inserts (all inserts were made by Kennametal Inc.) were selected for the tests, a PVD TiAlN coated carbide, a CVD/PVD TiN/TiCN/TiN coated carbide and a CVD Al 2O 3/TiC/TiCN coated carbide were used at the cutting speed range about 50~100 m/min. Three kinds Sialon grade inserts with various geometry and cutting angles were used at the cutting speed range from 100 m/min to 300 m/min. For evaluating the inserts machinability when high speed cutting Inconel 718, Taylor Formula within certain cutting speeds, an high speed cutting experiment of tool life was carried out to establish the models of tool life by means of rapid facing turning test. The conclusions drawn from the turning of Inconel 718 with silicon nitride based ceramic; PVD and CVD coated carbide inserts are as follows: Studies on tool wear in high speed machining. The thorough investigations and studies were made on the tool wear form, wear process and wear mechanism in high speed cutting of difficult-to-machine materials with ceramic tools and with coated carbides. The major wear mechanisms of nickel-based alloys are interactions of abrasive wear, adhesion wear, micro-breakout and chipping. Optimization analysis on the application of high speed machining. Based on the experimental results, the optimal cutting parameters were determined for machining of Inconel 718 at high speed. The recommendation of tool inserts for high speed cutting inconel 718 were ceramic inserts of KY2000 with negative rake angle and KY2100 with round type, the PVD coated carbide insert KC7310 was recommended for its lower price. 展开更多
关键词 tool wear coated carbide tools ceramic tools Inconel 718 high speed cutting
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Cutting of nonmetallic materials using Nd:YAG laser beam 被引量:1
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作者 Bashir Ahmed Tahir Rashid Ahmed +2 位作者 M. G. B. Ashiq Afaq Ahmed M. A. Saeed 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第4期286-289,共4页
This study deals with Nd:YAG laser cutting nonmetallic materials, which is one of the most important and popular industrial applications of laser. The main theme is to evaluate the effects of Nd:YAG laser beam power... This study deals with Nd:YAG laser cutting nonmetallic materials, which is one of the most important and popular industrial applications of laser. The main theme is to evaluate the effects of Nd:YAG laser beam power besides work piece scanning speed. For approximate cutting depth, a theoretical study is conducted in terms of material property and cutting speed. Results show a nonlinear relation between the cutting depth and input energy. There is no significant effect of speed on cutting depth with the speed being larger than 30 mm/s. An extra energy is utilized in the deep cutting. It is inferred that as the laser power increases, cutting depth increases. The experimental outcomes are in good agreement with theoretical results. This analysis will provide a guideline for laser-based industry to select a suitable laser for cutting, scribing, trimming, engraving, and marking nonmetallic materials. 展开更多
关键词 laser power cutting speed depth of cut nonmetallic material Nd:YAG laser
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Cutting properties of water vapor plasma arc on 7A52 aluminum alloy plate
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作者 罗林 刘谦 邱骥 《China Welding》 EI CAS 2010年第3期50-54,共5页
7A52 aluminum alloy was cut with an integrated equipment for welding and cutting using water vapor plasma arc. Various cutting mediums were tested. The arc force, electron density and cutting speed in each medium were... 7A52 aluminum alloy was cut with an integrated equipment for welding and cutting using water vapor plasma arc. Various cutting mediums were tested. The arc force, electron density and cutting speed in each medium were tested and calculated. The fractography and microstructure of the cuts were also analyzed. Results show that the arc force, electron density and cutting speed #wreased with increasing acetone concentration. However, above a certain value (40%), higher acetone concentrations contribute little to the arc force and cutting speed. The microstrueture of material near the cut was greatly influenced by the water vapor plasma arc. While the microstructure of the material beyond 10 mm from the cut was hardly influenced by the cutting heat. It was demonstrated that the water vapor plasma arc can be used for cutting of aluminum alloys in open field or emergency situations. 展开更多
关键词 7A52 aluminum alloy water vapor plasma arc arc force cutting speed MICROSTRUCTURES
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HIGH SPEED MILLING OF GRAPHITE ELECTRODE WITH ENDMILL OF SMALL DIAMETER 被引量:13
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作者 WANG Chengyong ZHOU Li +1 位作者 FU Hao HU Zhouling 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第4期27-31,共5页
Graphite becomes the prevailing electrode material in electrical discharging machining (EDM)currently.Orthogonal cutting experiments are carried out to study the characteristics of graphite chip formation process.Hi... Graphite becomes the prevailing electrode material in electrical discharging machining (EDM)currently.Orthogonal cutting experiments are carried out to study the characteristics of graphite chip formation process.High speed milling experiments are conducted to study tool wear and cutting forces.The results show that depth of cut has great influence on graphite chip formation.The removal process of graphite in high speed milling is the mutual result of cutting and grinding process. Graphite is prone to cause severe abrasion wear to coated carbide endmills due to its high abrasiveness nature.The major patterns of tool wear are flank wear,rake wear,micro-chipping and breakage. Cutting forces can be reduced by adoption of higher cutting speed,moderate feed per tooth,smaller radial and axial depths of cut,and up cutting. 展开更多
关键词 High speed milling Graphite electrode Tool wear cutting force
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The Characteristics of Glued Tensile Shear Strength Constituted of Wood Cut by CO_(2) Laser
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作者 Fatemeh Rezaei Milan Gaff +10 位作者 Róbert Nemeth Jerzy Smardzewski Peter Niemz Haitao Li Anil Kumar Sethy Luigi Todaro Gourav Kamboj Sumanta Das Roberto Corleto Gianluca Ditommaso Miklós Bak 《Journal of Renewable Materials》 EI 2023年第8期3277-3296,共20页
The performance of engineered wood products is highly associated with proper bonding and an efficient cutting method.This paper investigates the influence of CO_(2) laser cutting on the wetting properties,the modified ch... The performance of engineered wood products is highly associated with proper bonding and an efficient cutting method.This paper investigates the influence of CO_(2) laser cutting on the wetting properties,the modified che-mical component of the laser-cut surface,and the strength and adhesive penetration near the bondline.Beech-wood is cut by the laser with varying processing parameters,cutting speeds,gas pressures,and focal point positions.The laser-cut samples were divided into two groups,sanded and non-sanded samples.Polyvinyl acetate adhesive(PVAc)was used to bond the groups of laser-cut samples.After assembly with cold pressing,the tensile shear test was carried out.Numerical modelling was carried out to determine the partial elongation and shear strain of the glue line.Based on this,the shear modulus and linear elasticity of the glue line were estimated.Scan-ning electron microscopy was used to assess the adhesive penetration into the porosity structure of the laser-cut samples,and the depth of the heat-affected zone.The laser-cut surface was analysed by Fourier transform infrared spectroscopy.The wetting properties of the laser-cut surface were investigated by using a contact angle goni-ometer.The numerical model of the strain-stress curve confirmed the experimental model.The highest modulus of the linear elasticity of the glue in the numerical calculation belongs to the joint containing laser-cut samples at a gas pressure of 21(bar).The penetration depth of PVAc adhesive into the porosity structure of the laser-cut sam-ples was similar to that of sawn samples.The deepest heat-affected zone in the laser-cut samples was 150µm.A PVAc drop disappeared immediately on the laser-cut surface without sanding,but gradually on the sanded surface.In contrast,the drop on the sawn surface remained with an angle of 32°–48°.The degradation of hemi-cellulose and lignin was proven by the lower intensity of the C=O and C-O Bonds,compared to the sawn surface. 展开更多
关键词 CO_(2)laser cutting speed focal point position gas pressure glued tensile shear strength
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Energy-efficient Approach to Minimizing the Energy Consumption in An Extended Job-shop Scheduling Problem 被引量:19
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作者 TANG Dunbing DAI Min 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第5期1048-1055,共8页
The traditional production planning and scheduling problems consider performance indicators like time, cost and quality as optimization objectives in manufacturing processes. However, environmentally-friendly factors ... The traditional production planning and scheduling problems consider performance indicators like time, cost and quality as optimization objectives in manufacturing processes. However, environmentally-friendly factors like energy consumption of production have not been completely taken into consideration. Against this background, this paper addresses an approach to modify a given schedule generated by a production plarming and scheduling system in a job shop floor, where machine tools can work at different cutting speeds. It can adjust the cutting speeds of the operations while keeping the original assignment and processing sequence of operations of each job fixed in order to obtain energy savings. First, the proposed approach, based on a mixed integer programming mathematical model, changes the total idle time of the given schedule to minimize energy consumption in the job shop floor while accepting the optimal solution of the scheduling objective, makespan. Then, a genetic-simulated annealing algorithm is used to explore the optimal solution due to the fact that the problem is strongly NP-hard. Finally, the effectiveness of the approach is performed small- and large-size instances, respectively. The experimental results show that the approach can save 5%-10% of the average energy consumption while accepting the optimal solution of the makespan in small-size instances. In addition, the average maximum energy saving ratio can reach to 13%. And it can save approximately 1%-4% of the average energy consumption and approximately 2.4% of the average maximum energy while accepting the near-optimal solution of the makespan in large-size instances. The proposed research provides an interesting point to explore an energy-aware schedule optimization for a traditional production planning and scheduling problem. 展开更多
关键词 energy consumption MAKESPAN production planning and scheduling job-shop floor different cutting speeds
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Comprehensive Study on Machinability of Titanium Composite
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作者 Basim A. Khidhir 《Journal of Materials Science and Chemical Engineering》 2016年第2期1-7,共7页
Metal framework composites have higher mechanical properties in examination to metals over an extensive variety of working conditions. This makes them an alluring alternative in swapping metals for different building ... Metal framework composites have higher mechanical properties in examination to metals over an extensive variety of working conditions. This makes them an alluring alternative in swapping metals for different building applications. The present review is a study on the influence of composite titanium on the cutting parameters, mechanical behavior, reinforcements, structure and nanostructure. This review will provide an understanding into selecting the optimum machining parameters for machining titanium composites. It’s also an attempt to give brief explanation by suitably machining the titanium composite which can be made reasonable. 展开更多
关键词 Titanium Composite REINFORCEMENT cutting speed Feed Rate Depth of Cut Surface Finish MACHINABILITY
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LOOK-AHEAD ALGORITHM FOR VELOCITY CONTROL BASED ON PARAMETERIZED CURVE INTERPOLATOR 被引量:2
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作者 REN Kun FU Jianzhong CHEN Zichen 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第2期23-26,共4页
To avoid suffering gouge and transient overshooting in high speed cutting machining, a novel parametefized curve interpolator model with velocity look-ahead algorithm is proposed. Based on a prearrangement step interp... To avoid suffering gouge and transient overshooting in high speed cutting machining, a novel parametefized curve interpolator model with velocity look-ahead algorithm is proposed. Based on a prearrangement step interpolation algorithm for parameterized curves and considering high curvature points, parameterized curve tool path is divided into acceleration segments and deceleration segments by look-ahead algorithm. Under condition of characteristics of acceleration and deceleration stored in control system, deceleration before high curvature points and acceleration after high curvature points are realized in real-time in high speed cutting machining. Based on new parameterized curve interpolator model with velocity look-ahead algorithm, a real cubic spline is machined simulativly. The simulation results show that velocity look-ahead algorithm improves velocity changing more smoothly. 展开更多
关键词 High speed cutting machining Parameterized curve interpolator Look-ahead algorithm
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Efficient determination of stability lobe diagrams by in-process varying of spindle speed and cutting depth
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作者 Christian Brecher Prateek Chavan Alexander Epple 《Advances in Manufacturing》 SCIE CAS CSCD 2018年第3期272-279,共8页
The experimental determination of stability lobediagrams (SLDs) in milling can be realized by eithercontinuously varying the spindle speed or by varying thedepth of cut. In this paper, a method for combining boththe... The experimental determination of stability lobediagrams (SLDs) in milling can be realized by eithercontinuously varying the spindle speed or by varying thedepth of cut. In this paper, a method for combining boththese methods along with an online chatter detectionalgorithm is proposed for efficient determination of SLDs.To accomplish this, communication between the machinecontrol and chatter detection algorithm is established, andthe machine axes are controlled to change the spindle speedor depth of cut. The efficiency of the proposed method isanalyzed in this paper. 展开更多
关键词 Chatter detection POINCARÉ cutting depthvariation Spindle speed
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Optimization of Cuting Variables in Machining
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作者 Zhang Xueyan Wu Zhenye Zhou Guohua School of Economics and Management,Southwest Jiaotong University,Chengdu 610031,China 《Journal of Modern Transportation》 1996年第2期98-104,共7页
ith the three criteria for cutting variables proposed by W.W.Gilbert and K.Hitomi,this paper analyzes the reasonable selection of cutting variables,and furth... ith the three criteria for cutting variables proposed by W.W.Gilbert and K.Hitomi,this paper analyzes the reasonable selection of cutting variables,and further states the relations among maximum profit oriented cutting speed,minimum cost oriented cutting speed and maximum productivity oriented cutting speed.It puts forward a mathematical model for the optimization of cutting variables in machining. 展开更多
关键词 machining maximum profit cutting speed
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Sensitivity analysis of the surface integrity of monocrystalline silicon to grinding speed with same grain depth-of-cut 被引量:2
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作者 Ping Zhou Zi-Guang Wang +3 位作者 Ying Yan Ning Huang Ren-Ke Kang Dong-Ming Guo 《Advances in Manufacturing》 SCIE CAS CSCD 2020年第1期97-106,共10页
Mechanisms for removal of materials during the grinding process of monocrystalline silicon have been extensively studied in the past several decades.However,debates over whether the cutting speed significantly affects... Mechanisms for removal of materials during the grinding process of monocrystalline silicon have been extensively studied in the past several decades.However,debates over whether the cutting speed significantly affects the surface integrity are ongoing.To address this debate,this study comprehensively investigates the effects of cutting speed on surface roughness,subsurface damage,residual stress,and grinding force for a constant grain depth-of-cut.The results illustrate that the changes in the surface roughness and subsurface damage relative to the grinding speed are less obvious when the material is removed in ductile-mode as opposed to in the brittle-ductile mixed mode.A notable finding is that there is no positive correlation between grinding force and surface integrity.The results of this study could be useful for further investigations on fundamental and technical analysis of the precision grinding of brittle materials. 展开更多
关键词 Rotational grinding Silicon wafer Surface integrity cutting speed Residual stress
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Tool wear during high speed turning in situ TiC_p/TiB_w hybrid reinforced Ti-6Al-4V matrix composite 被引量:2
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作者 Ge Yingfei Xu Jiuhua Huan Haixiang 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第5期1425-1435,共11页
Chipping, adhesive wear, abrasive wear and crater wear are prevalent for both the polycrystalline diamond (PCD) and the carbide tools during high speed turning of TiCp/TiBw hybrid reinforced Ti-6Al-4V (TC4) matrix... Chipping, adhesive wear, abrasive wear and crater wear are prevalent for both the polycrystalline diamond (PCD) and the carbide tools during high speed turning of TiCp/TiBw hybrid reinforced Ti-6Al-4V (TC4) matrix composite (TMCs). The combined effects of abrasive wear and diffusion wear caused the big crater on PCD and carbide tool rake face. Compared to the PCD, bigger size of crater was found on the carbide tool due to much higher cutting temperature and the violent chemical reaction between the Ti element in the workpiece and the WC in the tool. However, the marks of the abrasive wear looked much slighter or even could not be observed on the carbide tool especially when low levels of cutting parameters were used, which attributes to much lower hardness and smaller size of WC combined with more significant chemical degradation of carbide. When cutting TC4 using PCD tool, notch wear was the most significant wear pattern which was not found when cutting the TMCs. However, chipping, adhesive wear and crater wear were much milder when compared to the cutting of titanium matrix composite. Due to the absence of abrasive wear when cutting TC4, the generated titanium carbide on the PCD protected the tool from fast wear, which caused that the tool life for TC4 was 6-10 times longer than that for TMCs. 展开更多
关键词 Carbide tool High speed cutting PCD tool Titanium matrix composite Tool wear TURNING
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Weakening of the anisotropy of surface roughness in ultra-precision turning of single-crystal silicon 被引量:1
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作者 Wang Minghai Wang Ben Zheng Yaohui 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2015年第4期1273-1280,共8页
Ultra-precision machining causes materials to undergo a greatly strained deformation process in a short period of time.The effect of shear strain rates on machining quality, in particular on surface anisotropy, is a t... Ultra-precision machining causes materials to undergo a greatly strained deformation process in a short period of time.The effect of shear strain rates on machining quality, in particular on surface anisotropy, is a topic deserving of research that has thus far been overlooked.This study analyzes the impact of the strain rate during the ultra-precision turning of single-crystal silicon on the anisotropy of surface roughness.Focusing on the establishment of cutting models considering the tool rake angle and the edge radius, this is the first research that takes into account the strain rate dislocation emission criteria in studying the effects of the edge radius, the cutting speed, and the cutting thickness on the plastic deformation of single-crystal silicon.The results of this study show that the uses of a smaller edge radius, faster cutting speeds, and a reduced cutting thickness can result in optimally uniform surface roughness, while the use of a very sharp cutting tool is essential when operating with smaller cutting thicknesses.A further finding is that insufficient plastic deformation is the major cause of increased surface roughness in the ultra-precision turning of brittle materials.On this basis, we propose that the capacity of single-crystal silicon to emit dislocations be improved as much as possible before brittle fracture occurs, thereby promoting plastic deformation and minimizing the anisotropy of surface roughness in the machined workpiece. 展开更多
关键词 Anisotropy of surface roughness cutting speed Edge radius Single-crystal silicon Strain rate Ultra-precision turning WEAKENING
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Multi-objective optimization in wire electric discharge machining of Ti-6AL-4v using grey relational analysis for square and circular profiles
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作者 P.Bharathi G.Srinivasarao P.Gopalakrishnaiah 《International Journal of Modeling, Simulation, and Scientific Computing》 EI 2022年第1期117-130,共14页
In this work,an attempt has been made for optimization of process parameters in Wire Electric Discharge Machining(WEDM)of Ti–6Al–4V while producing square and cir-cular profiles.The input parameters,namely pulse on ... In this work,an attempt has been made for optimization of process parameters in Wire Electric Discharge Machining(WEDM)of Ti–6Al–4V while producing square and cir-cular profiles.The input parameters,namely pulse on time,pulse off time,peak current and servo voltage,were considered to study the responses cutting speed(CS)and sur-face roughness(SR).Each input parameter was set at three levels.Experiments were conducted as per central composite face(CCF)centered design.Based upon the exper-imental data,Gray relational analysis(GRA),a multi-objective optimization technique has been employed to find the best level of process parameters to optimize the machining profiles.Analysis of variance(ANOVA)has been conducted for investigating the effect of process parameters on overall machining performance.Finally,it was identified that the process parameters such as pulse on time,current and voltage have more impact on the square and circular profiles. 展开更多
关键词 Multi-objective optimization wire EDM grey relational analysis(GRA) cutting speed(CS) surface roughness(SR)
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