期刊文献+
共找到186,463篇文章
< 1 2 250 >
每页显示 20 50 100
Multi-objective optimization of grinding process parameters for improving gear machining precision 被引量:1
1
作者 YOU Tong-fei HAN Jiang +4 位作者 TIAN Xiao-qing TANG Jian-ping LU Yi-guo LI Guang-hui XIA Lian 《Journal of Central South University》 2025年第2期538-551,共14页
The gears of new energy vehicles are required to withstand higher rotational speeds and greater loads,which puts forward higher precision essentials for gear manufacturing.However,machining process parameters can caus... The gears of new energy vehicles are required to withstand higher rotational speeds and greater loads,which puts forward higher precision essentials for gear manufacturing.However,machining process parameters can cause changes in cutting force/heat,resulting in affecting gear machining precision.Therefore,this paper studies the effect of different process parameters on gear machining precision.A multi-objective optimization model is established for the relationship between process parameters and tooth surface deviations,tooth profile deviations,and tooth lead deviations through the cutting speed,feed rate,and cutting depth of the worm wheel gear grinding machine.The response surface method(RSM)is used for experimental design,and the corresponding experimental results and optimal process parameters are obtained.Subsequently,gray relational analysis-principal component analysis(GRA-PCA),particle swarm optimization(PSO),and genetic algorithm-particle swarm optimization(GA-PSO)methods are used to analyze the experimental results and obtain different optimal process parameters.The results show that optimal process parameters obtained by the GRA-PCA,PSO,and GA-PSO methods improve the gear machining precision.Moreover,the gear machining precision obtained by GA-PSO is superior to other methods. 展开更多
关键词 worm wheel gear grinding machine gear machining precision machining process parameters multi objective optimization
在线阅读 下载PDF
Boundary fluid constraints during electrochemical jet machining of large size emerging titanium alloy aerospace parts in gas–liquid flows:Experimental and numerical simulation 被引量:1
2
作者 Yang LIU Ningsong QU +1 位作者 Hansong LI Zhaoyang ZHANG 《Chinese Journal of Aeronautics》 2025年第1期115-130,共16页
Large size titanium alloy parts are widely used in aerospace.However,they are difficult to manufacture using mechanical cutting technology because of severe tool wear.Electrochemical jet machining is a promising techn... Large size titanium alloy parts are widely used in aerospace.However,they are difficult to manufacture using mechanical cutting technology because of severe tool wear.Electrochemical jet machining is a promising technology to achieve high efficiency,because it has high machining flexibility and no machining tool wear.However,reports on the macro electrochemical jet machining of large size titanium alloy parts are very scarce,because it is difficult to achieve effective constraint of the flow field in macro electrochemical jet machining.In addition,titanium alloy is very sensitive to fluctuation of the flow field,and a turbulent flow field would lead to serious stray corrosion.This paper reports a series of investigations of the electrochemical jet machining of titanium alloy parts.Based on the flow analysis and experiments,the machining flow field was effectively constrained.TB6 titanium alloy part with a perimeter of one meter was machined.The machined surface was smooth with no obvious machining defects.The machining process was particularly stable with no obvious spark discharge.The research provides a reference for the application of electrochemical jet machining technology to achieve large allowance material removal in the machining of large titanium alloy parts. 展开更多
关键词 Electrochemical jet machining Titanium alloys Large size parts Flow simulation Turbulent flow
原文传递
Enhancing cathode design by considering complex motion and variations of electric field distribution in counter-rotating electrochemical machining
3
作者 Jun ZHANG Dengyong WANG +3 位作者 Tianyu FU Huayong LE Wenjian CAO Di ZHU 《Chinese Journal of Aeronautics》 2025年第5期489-505,共17页
The counter-rotating electrochemical machining(CRECM) shows unique potential in the machining of thin-walled rotating parts with complex convex structures. CREM realizes the shaping of complex convex structures throug... The counter-rotating electrochemical machining(CRECM) shows unique potential in the machining of thin-walled rotating parts with complex convex structures. CREM realizes the shaping of complex convex structures through the relative rotation of the cathode and anode.The complex motion pattern and electric field distribution make it difficult to apply the existing cathode design methods to CRECM. To solve this problem, the matrix equations of cathode motion based on the kinematics and the electric field simulation model are established. The motion trajectories and edge contours at different angles are analyzed. The rotational overlap theory of motion trajectories under the windows at different angles is proved. Besides, the relationship between electric field distribution and the convex structure forming under different angle windows is studied, and the fundamental reason for deviations occurs when the convex profile is rotated to coincide is revealed. Therefore, a prediction model of the sidewall dissolution is established to correct this deviation, thereby deriving a high-precision design formula for the cathode windows of the high convex structures. By designing a cathode with oval-like windows to curry out CRECM experiments, the array-arranged(30 × 5) circular high convex structure with a maximum roundness error of 0.065 mm is successfully fabricated. 展开更多
关键词 Cathode design Electrochemical machining Motion trajectories Counter-rotating electrochemical machining Thin-walled structure
原文传递
An experimental study of enhancing glass machining via vibration-assisted micro-milling
4
作者 Vinod Satpute Dehong Huo +2 位作者 John Hedley Patrick Degenaar Carl Dale 《Nanotechnology and Precision Engineering》 2025年第3期74-87,共14页
Glass,with its valuable properties,finds extensive use in aerospace,optics,and biomedical fields.Owing to its low fracture toughness,glass typically fractures in a brittle manner during machining,resulting in poor sur... Glass,with its valuable properties,finds extensive use in aerospace,optics,and biomedical fields.Owing to its low fracture toughness,glass typically fractures in a brittle manner during machining,resulting in poor surface quality.This paper presents an experimental investigation of vibration-assisted machining(VAM)techniques to enhance the machining of glass materials.A novel high-frequency two-dimensional VAM system specifically designed for glass is introduced,and slot milling experiments are conducted using ultrasonic high-frequency vibrations.A low-frequency nonresonant VAM system is also employed for comparison purposes.A comprehensive examination is made of the effects of various machining parameters,such as feed rate,cutting speeds,and vibration parameters,including vibration modes and amplitudes,on the machining performance of glass.Surface roughness,edge chipping generation,and tool wear are thoroughly characterized using scanning electron microscopy.The findings demonstrate that under specific machining and vibration parameters,the proposed ultrasonic vibration-assisted micro-milling(UVAMM)system can achieve a nanometric surface roughness Ra for glass.The UVAMM system offers enhanced surface quality,improved edge quality,and reduced tool wear compared with conventional machining techniques.This study provides valuable insights and directions for the application of 2D VAM systems in achieving superior machining results for glass components at small scales with nanometric surface finishes. 展开更多
关键词 Vibration-assisted machining GLASS Ultrasonic vibration MICRO-MILLING Surface roughness Edge chipping Tool wear
在线阅读 下载PDF
Design method and experimental study of three-step method for electrochemical machining of blisks
5
作者 Moqi SHEN Jia LIU +1 位作者 Wenbo WU Di ZHU 《Chinese Journal of Aeronautics》 2025年第9期559-571,共13页
To ensure the dimensional accuracy of the final blade profile,it is necessary for precision Electrochemical Machining(ECM)of blade profile to come into an equilibrium state.However,after Electrochemical Trepanning(ECT... To ensure the dimensional accuracy of the final blade profile,it is necessary for precision Electrochemical Machining(ECM)of blade profile to come into an equilibrium state.However,after Electrochemical Trepanning(ECTr),the cascade channel of the blisk is narrow,and the blank allowance distribution is uneven,making it difficult for the precision ECM to become balanced.In blisk production,the two-step method cannot make precision ECM enter equilibrium for some blisk types.A three-step processing method is proposed to overcome this problem.The threestep method adds Electrochemical Homogenizing Machining(ECHM)between the ECTr and precision ECM steps so that the blank allowance can be homogenized quickly without unduly affecting the minimum allowance.Comparative machining experiments of the two-and three-step methods were performed to verify the improvement to blade machining accuracy.The processing results show that the contour parameters of the blade after the three-step method implementation are much better.The allowance difference of the concave(convex)side decreased by 70.5%(65%).In addition,the current in the three-step method is stable at 110 A at the end of precision ECM,verifying successfully entering the equilibrium state. 展开更多
关键词 Electrochemical machining BLISK Mathematical model Processing method Three-step method
原文传递
Fiber reinforced ceramic matrix composites:from the controlled fabrication to precision machining
6
作者 Shuoshuo Qu Yuying Yang +3 位作者 Peng Yao Luyao Li Yang Sun Dongkai Chu 《International Journal of Extreme Manufacturing》 2025年第6期118-150,共33页
Fiber reinforced ceramic matrix composites(FRCMCs)are the preferred materials for safety critical components in the fields of aerospace,nuclear engineering,and transportation,with broad market and application prospect... Fiber reinforced ceramic matrix composites(FRCMCs)are the preferred materials for safety critical components in the fields of aerospace,nuclear engineering,and transportation,with broad market and application prospects.However,due to the characteristics of multiphase,heterogeneity,and anisotropy,key issues such as poor adhesion,high porosity,and crack propagation urgently need to be addressed in the fabrication and machining of FRCMCs.With the increasing demand for FRCMCs parts,high-quality and reliable design and fabrication,performance evaluation,and precision manufacturing have become a series of hot issues.There is a lack of systematic review in capturing the current research status and development direction of FRCMCs fabrication and machining.This research aims to comprehensively review and critically evaluate the existing understanding of the fabrication and machining of FRCMCs.This study can provide scientists with a deeper understanding of the shape control mechanism of FRCMCs fabrication and machining,the theoretical basis of material synchronous removal,machining performance,and development direction.Firstly,the basic characteristics and application background of FRCMCs are introduced.Secondly,by comparing and analyzing the typical fabrication process of FRCMCs,the advantages,disadvantages,and performance evaluation of different processes are comprehensively evaluated.Thirdly,the material removal mechanisms and machining performance evaluation standards of traditional mechanical machining technologies(drilling,milling,grinding)and non-traditional mechanical machining technologies(ultrasonic,laser,water jet,discharge,wire saw,and multi-field hybrid machining)are discussed and analyzed.Finally,the challenges,development trends,and prospects faced by FRCMCs in the fields of fabrication,machining,and application are analyzed.This study not only elucidates the basic processes and key difficulties in the fabrication of FRCMCs,but also provides valuable insights for low-damage machining. 展开更多
关键词 fiber reinforced ceramic matrix composites removal mechanism traditional mechanical machining technologies non-traditional mechanical machining technologies
在线阅读 下载PDF
Material Removal Mechanisms in Ultra-High-Speed Machining
7
作者 Hao Liu Jianqiu Zhang +1 位作者 Qinghong Jiang Bi Zhang 《Engineering》 2025年第12期51-70,共20页
Machining high-performance engineering materials,faces challenges including low machining efficiency,poor workpiece surface integrity,and rapid tool wear,which restrict high quality and efficient machining.Ultra-high-... Machining high-performance engineering materials,faces challenges including low machining efficiency,poor workpiece surface integrity,and rapid tool wear,which restrict high quality and efficient machining.Ultra-high-speed machining(UHSM)has been expected to address these issues.However,the material removal mechanisms involved in UHSM remain unclear and need further exploration.This paper reviews the criteria for evaluating the ductile and brittle behaviors of high-performance materials subjected to machining,as well as the developmental history of the material’s ductile-brittle transition induced by machining,proposing the concept of relativization of ductile-brittle property.Additionally,it further summarizes three typical material removal mechanisms:ductile-mode removal based on shear stress,brittle-mode removal based on tensile stress,and extrusion removal based on compressive stress,clarifying the universality of the brittle-mode removal.On this basis,this paper focuses on the discussion of the material removal mechanisms in UHSM,including high strain-rate-induced material embrittlement,UHSM-induced skin effect of damage,and the thermal effect in UHSM.Furthermore,it provides a detailed description of the typical characteristics of chip morphology in the ductile-brittle transition region(DBTR)under the high strain rate condition and,for the first time,elucidates the material removal mechanisms in the DBTR from a microstructural dislocation perspective,enriching the basic theory of UHSM.In the discussion section,it standardizes the definition for the UHSM,and explores the dislocation movement at high strain rates and the crack propagation in the UHSM.Finally,based on the current status of the UHSM technology,it summarizes the relevant research hotspots.For the first time,this paper brings up the brittle-mode removal mechanism under ultra-high-speed conditions,which is helpful to promote the UHSM for industrial applications. 展开更多
关键词 Ultra-high-speed machining Removal mechanisms Ductile-mode removal Brittle-mode removal Ductile-brittle transition Skin effect of machiningdamage
在线阅读 下载PDF
Flow Field Design and Experiments on Electrochemical Machining of Blisk Channels Using Multiple Tube Electrode
8
作者 Shuanglu Duan Xiandai Zhan +1 位作者 Jia Liu Di Zhu 《Chinese Journal of Mechanical Engineering》 2025年第2期41-59,共19页
In electrochemical machining(ECM),the electrolyte flow field has a significant effect on machining stability,efficiency,and surface quality.In multitool ECM of blisk channels,the traditional open outflow mode(OOM)is p... In electrochemical machining(ECM),the electrolyte flow field has a significant effect on machining stability,efficiency,and surface quality.In multitool ECM of blisk channels,the traditional open outflow mode(OOM)is prone to flow randomness,the flow direction is not easy to control,and electrolytes interfere with each other,which causes problems with the normal conduct of machining.To improve the flow field distribution of multitool ECM,this paper proposes a constrained composite outflow mode(COM).The machining area is divided into separate isolated partitions by specific fixtures,which also provide back-pressure to the machining area.The electrolyte is injected into the machining gap and then flows out through the top and side outlets of the fixture.The flow field distribution during the process is simulated and analyzed using computational fluid dynamics.The simulation results show that the optimized flow mode improves the accessibility of the electrolyte and the uniformity of the flow distribution.ECM experiments are carried out using a specific fixture.With COM,the maximum feed rate of the cathode reaches 1.0 mm/min,and a channel with surface roughness Ra=1.54μm is machined.The suitability and effectiveness of the flow field simulation optimization are thus verified.On this basis,synchronous ECM of 15 channels is successfully realized,and the machining efficiency is found to be improved exponentially. 展开更多
关键词 BLISK Electrochemical machining Flow field OPTIMIZATION
在线阅读 下载PDF
Improving the surface quality in die steel electrical discharge machining using liquid ultrasonic cavitation
9
作者 Li Qi Yang Liu Mancang Song 《Nanotechnology and Precision Engineering》 2025年第3期41-56,共16页
Polymer microfluidic chips are a common tool in biomedical research,and the production of mold inserts with microscale structures represents a crucial step in the precise molding of these chips.Electrical discharge ma... Polymer microfluidic chips are a common tool in biomedical research,and the production of mold inserts with microscale structures represents a crucial step in the precise molding of these chips.Electrical discharge machining(EDM)can achieve high-quality machining of microstructures on high-hardness mold steel inserts.This can reduce the manufacturing cost of microfluidic chip molds and extend the service life of molds.However,the EDM process is susceptible to the formation of poor-quality surfaces due to the occurrence of abnormal discharges.To address this issue,this paper presents in-depth research on a novel ultrasonic cavitation-assisted electrical discharge machining method.An ultrasonic transducer is placed in an electrical discharge working fluid to promote the removal of electrical corrosion products through the cavitation effect of the liquid.This can also reduce the occurrence of poor discharge,thereby improving the machining surface quality.The aluminum foil corrosion method is employed to investigate the distribution of ultrasonic action in the electric discharge working fluid.The attenuation law of ultrasonic action in the electric discharge working fluid is also investigated.The range of ultrasonic action is determined,providing a reference for subsequent ultrasonic vibration electric discharge working fluid processing experiments.The results of the aluminum foil tests are used to inform the selection of NAK80 mold steel as the experimental object.The effects of cavitation at three ultrasonic frequencies on the surface microstructure are investigated.The experimental results indicate that ultrasonic cavitation can facilitate the movement of corrosion products in electrical machining,reduce the occurrence of abnormal discharges caused by carbon deposition or the secondary re-melting of metals,and thereby enhance the machining surface quality. 展开更多
关键词 Ultrasonic cavitation Electrical discharge machining Products transportation Multi-field coupling Surface characteristics
在线阅读 下载PDF
Surface Integrity Analysis of TC4 Machined by Combined Machining of Electric Arc-Mechanical Milling
10
作者 XIN Shaokun LI Xuezhi +2 位作者 ZHOU Jianping ZHANG Zhaoming ZUO Hang 《新疆大学学报(自然科学版中英文)》 2025年第2期225-237,共13页
To address problems in surface integrity and machining allowance distribution during combined electric arc-mechanical milling,this paper takes TC4 as the research object,examines the influence of electric arc milling(... To address problems in surface integrity and machining allowance distribution during combined electric arc-mechanical milling,this paper takes TC4 as the research object,examines the influence of electric arc milling(EAM)depth on recast layer thickness and surface roughness,alongside an analysis of the recast layer’s organization characteristics and sur-face morphology.A comparative evaluation of cutting forces,surface roughness,and surface hardening is conducted between combined milling and conventional mechanical milling.Key findings reveal that electric arc machining produces a recast layer with a hardness of 313.21 HV.As the EAM depth increases,the localized recast layer thickness and peak-to-valley(PV)differ-ences also rise.To ensure effective surface defect removal,the machining allowance for subsequent mechanical milling must exceed the combined thickness of the recast layer and the PV difference.Under identical parameters,combined milling yields higher surface roughness(0.584μm)and greater surface hardening(10.4%)compared to mechanical milling alone,alongside an 18.716 N increase in cutting force.Response surface methodology(RSM)analysis identifies feed per tooth as the most significant factor affecting surface roughness,followed by spindle speed,with milling depth having the least influence. 展开更多
关键词 combined electric arc-mechanical milling TC4 surface integrity machining allowances recast layer
在线阅读 下载PDF
Trajectory control strategy for multi-tool synchronous electrochemical machining of blisk channels
11
作者 Shuanglu DUAN Jia LIU +2 位作者 Bo TANG Xiandai ZHAN Di ZHU 《Chinese Journal of Aeronautics》 2025年第4期540-556,共17页
The blisk is a core component of an aero-engine,and electrochemical machining(ECM)is the primary method for its manufacture.Among several ECM methods for blisks,multi-tool synchronous machining is the most efficient a... The blisk is a core component of an aero-engine,and electrochemical machining(ECM)is the primary method for its manufacture.Among several ECM methods for blisks,multi-tool synchronous machining is the most efficient and advantageous for machining channels.The allowance distribution of the blank after blisk channel machining directly influences the blade profile accuracy.This paper proposes a trajectory control strategy to homogenize the allowance distribution of the blisk channel in multi-tool ECM.The strategy includes the design of the three-dimensional space motion of the tool and blisk,as well as the regulated feed speed.The structural characteristics of the blisk channel and the principle of ECM allow for designing and optimizing the multidimensional trajectory.The electric field simulations elucidate the influence law of the three-axis feed speed on the side gap.An algorithm is adopted to iteratively optimize the speeds for different positions to realize multi-dimensional motion control and allowance homogenization.The proposed trajectory control strategy is applied to ECM experiments for the blisk channel.Compared with the constant feed speed mode,the regulated speed strategy reduces the maximum allowance difference between the convex(CV)profiles by 36.18%and that between the concave(CC)profiles by 37.73%.Subsequently,the one-time ECM of eight blisk channels was successfully realized.The average time for a single channel was 12.5 min,significantly improving the machining efficiency.In conclusion,the proposed method is effective and can be extended for synchronously machining various blisk types with twisted channels. 展开更多
关键词 BLISK Multi-tool synchronous electrochemical machining Allowance distribution Trajectory optimization Speed regulation strategy
原文传递
Investigation of Residual Stress Distribution and Its Influence on Machining Deformation in 6061-T651 Aluminum Alloy Plates Using Crack Compliance Method
12
作者 HE Wenbo FAN Longxin +2 位作者 YUAN Weidong YANG Yinfei XU Jiuhua 《Transactions of Nanjing University of Aeronautics and Astronautics》 2025年第3期287-296,共10页
To investigate the residual stress distribution and its influence on machining deformation in 6061-T651 aluminum alloy plates,this paper uses the crack compliance method to study the residual stress characteristics of... To investigate the residual stress distribution and its influence on machining deformation in 6061-T651 aluminum alloy plates,this paper uses the crack compliance method to study the residual stress characteristics of 6061-T651 aluminum alloy plates with a thickness of 75 mm produced by two domestic manufacturers in China.The results indicate that both types of plates exhibit highly consistent and symmetrical M-shaped residual stress profile along the thickness direction,manifested as surface layer compression and core tension.The strain energy density across all specimens ranges from 1.27 kJ/m^(3)to 1.43 kJ/m^(3).Machining deformation simulations of an aerospace component incorporating these measured stresses showed minimal final deformation difference between the material sources,with a maximum deviation of only 0.009 mm across specimens.These findings provide critical data for material selection and deformation control in aerospace manufacturing. 展开更多
关键词 residual stress aluminum alloy pre-stretched plate crack compliance method integrated structural components machining deformation
在线阅读 下载PDF
Lubricant activity enhanced technologies for sustainable machining:Mechanisms and processability
13
作者 Yanbin ZHANG Liuyang LI +7 位作者 Xin CUI Qinglong AN Peiming XU Wei WANG Dongzhou JIA Mingzheng LIU Yusuf Suleiman DAMBATTA Changhe LI 《Chinese Journal of Aeronautics》 2025年第6期204-229,共26页
The use of Minimum Quantity Lubrication(MQL)with bio-lubricants has been extensively studied in aerospace sustainable manufacturing.Enhanced MQL technologies have been proposed to reduce tool wear and improve workpiec... The use of Minimum Quantity Lubrication(MQL)with bio-lubricants has been extensively studied in aerospace sustainable manufacturing.Enhanced MQL technologies have been proposed to reduce tool wear and improve workpiece surface integrity by increasing lubricant activity.However,the relationship between enhancement behavior,physicochemical properties of biolubricants,and processability remains unclear,presenting challenges for MQL technologies,particularly with difficult-to-machine materials.To address this gap,this paper provides an in-depth mechanism analysis and a comprehensive quantitative evaluation of the machinability of enhanced MQL technologies,considering chemistry,molecular dynamics,fluid dynamics,tribology,and heat transfer.Firstly,the cooling and lubrication enhancement mechanisms of nano-lubricants were systematically summarized.focusing on molecular structure.physical properties,and preparation processes.Secondly,the atomization enhancement mechanism of Electrostatic Minimum Quantity Lubrication(EMQL)was analyzed.revealing a 49%reduction in PM2.5 concentration during the atomization process compared to conventional MQL.Thirdly,the transport and infiltration enhancement mechanisms of bio-lubricants in cutting and grinding zones were summarized,incorporating electromagnetic fields and ultrasound-assisted processes.Finally,for cutting and grinding applications involving difficult-to-machine materials in aerospace,the optimized machinability of enhanced MQL technologies was concluded,showing a 50.1%increase in lubricant heat transfer coefficient and a 31.6%decrease in grinding temperature compared to standard MQL.This paper aims to help scientists understand the effective mechanisms,formulate process specifications,and identify future development trends in this technology. 展开更多
关键词 GRINDING Cutting Minimum quantity lubrication LUBRICANT Enhanced technologies Multi-energyfield MACHINABILITY
原文传递
In-process cutting temperature measurement for ultra-precision machining:a comprehensive review and future perspectives
14
作者 Shiquan LIU Yuqi DING +4 位作者 Kaiyang XIA Hui LI Liang AN Zhongwei LI Yuan-Liu CHEN 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 2025年第9期853-875,共23页
With the widespread adoption of ultra-precision machining(UPM)in manufacturing,accurately monitoring the temperature within micro-scale cutting zones has become crucial for ensuring machining quality and tool longevit... With the widespread adoption of ultra-precision machining(UPM)in manufacturing,accurately monitoring the temperature within micro-scale cutting zones has become crucial for ensuring machining quality and tool longevity.This review comprehensively evaluates modern in-process cutting temperature measurement methods,comparing conventional approaches and emerging technologies.Thermal conduction-based and radiation-based measurement paradigms are analyzed in terms of their merits,limitations,and domain-specific applicability,particularly with regard to the unique challenges involving micro-scale cutting zones in UPM.Special emphasis is placed on micro-scale sensor-integrated tools and self-sensing tools that enable real-time thermal monitoring at cutting edges.Furthermore,we explore thermal monitoring and management techniques for atomic and close-to-atomic scale manufacturing(ACSM),as well as the transformative potential of emerging technologies like artificial intelligence(AI),internet of things(IoT),and data fusion for machining temperature measurement.This review may serve as a reference for UPM cutting temperature measurement research,helping foster the development of optimized process control technologies. 展开更多
关键词 Cutting temperature measurement Ultra-precision machining(UPM) In-process monitoring Smart sensors Micro-scale cutting zones
原文传递
Kinematic Calibration of a 5-DoF Parallel Machining Robot with a Novel Adaptive and Weighted Identification Method Based on Generalized Cross Validation
15
作者 Lefeng Gu Fugui Xie 《Chinese Journal of Mechanical Engineering》 2025年第2期262-278,共17页
Accurate kinematic calibration is the very foundation for robots'application in industry demanding high precision such as machining.Considering the complex error characteristic and severe ill-posed identification ... Accurate kinematic calibration is the very foundation for robots'application in industry demanding high precision such as machining.Considering the complex error characteristic and severe ill-posed identification issues of a 5-DoF parallel machining robot,this paper proposes an adaptive and weighted identification method to achieve high-precision kinematic calibration while maintaining reliable stability.First,a kinematic error propagation mechanism model considering the non-ideal constraints and the screw self-rotation is formulated by incorporating the intricate structure of multiple chains and a unique driven screw arrangement of the robot.To address the challenge of accurately identifying such a sophisticated error model,a novel adaptive and weighted identification method based on generalized cross validation(GCV)is proposed.Specifically,this approach innovatively introduces Gauss-Markov estimation into the GCV algorithm and utilizes prior physical information to construct both a weighted identification model and a weighted cross-validation function,thus eliminating the inaccuracy caused by significant differences in dimensional magnitudes of pose errors and achieving accurate identification with flexible numerical stability.Finally,the kinematic calibration experiment is conducted.The comparative experimental results demonstrate that the presented approach is effective and has enhanced accuracy performance over typical least squares methods,with maximum position and orientation errors reduced from 2.279 mm to 0.028 mm and from 0.206°to 0.017°,respectively. 展开更多
关键词 Parallel machining robot Accurate kinematic calibration Weighted identification model Adaptive identification algorithm
在线阅读 下载PDF
Application Path Exploration of Intelligent Manufacturing Technology in the Machining Field
16
作者 Donglai Luan Qiming Rao 《Journal of Electronic Research and Application》 2025年第3期58-63,共6页
Intelligent manufacturing technology, as the core driving force of the fourth industrial revolution, is profoundly changing the production mode and industrial pattern in the field of mechanical processing. This paper ... Intelligent manufacturing technology, as the core driving force of the fourth industrial revolution, is profoundly changing the production mode and industrial pattern in the field of mechanical processing. This paper starts from the application background of intelligent manufacturing technology in the field of machining, combined with the limitations of traditional machinery manufacturing technology, systematically analyzes the application status of intelligent manufacturing technology in CNC production, equipment fault diagnosis, sensing technology and industrial robots, and provides theoretical support and practical guidance for the transformation and upgrading of machining industry. The exploration of the application path of intelligent manufacturing technology in the field of machining not only helps to enhance the core competitiveness of the industry but also provides important support for the realization of high-quality development and sustainable development goals of the manufacturing industry. 展开更多
关键词 Intelligent manufacturing technology machining Application path
在线阅读 下载PDF
A Model-Data Driven Approach for Calibration of a 5-DOF Hybrid Machining Robot
17
作者 Haitao Liu Zhibiao Yan +1 位作者 Conglin Wu Tian Huang 《Chinese Journal of Mechanical Engineering》 2025年第4期248-265,共18页
Current research on robot calibration can be roughly classified into two categories,and both of them have certain inherent limitations.Model-based methods are difficult to model and compensate the pose errors arising ... Current research on robot calibration can be roughly classified into two categories,and both of them have certain inherent limitations.Model-based methods are difficult to model and compensate the pose errors arising from configuration-dependent geometric and non-geometric source errors,whereas the accuracy of data-driven methods depends on a large amount of measurement data.Using a 5-DOF(degrees of freedom)hybrid machining robot as an exemplar,this study presents a model data-driven approach for the calibration of robotic manipulators.An f-DOF realistic robot containing various source errors is visualized as a 6-DOF fictitious robot having error-free parameters,but erroneous actuated/virtual joint motions.The calibration process essentially involves four steps:(1)formulating the linear map relating the pose error twist to the joint motion errors,(2)parameterizing the joint motion errors using second-order polynomials in terms of nominal actuated joint variables,(3)identifying the polynomial coefficients using the weighted least squares plus principal component analysis,and(4)compensating the compensable pose errors by updating the nominal actuated joint variables.The merit of this approach is that it enables compensation of the pose errors caused by configuration-dependent geometric and non-geometric source errors using finite measurement configurations.Experimental studies on a prototype machine illustrate the effectiveness of the proposed approach. 展开更多
关键词 Hybrid machining robot CALIBRATION Model-data driven approach
在线阅读 下载PDF
Dual Drive Curve Tool Path Planning Method for 5-axis NC Machining of Sculptured Surfaces 被引量:12
18
作者 徐汝锋 陈志同 +2 位作者 陈五一 吴献珍 朱剑军 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2010年第4期486-494,共9页
The problem of finished surface being not first-order continuous commonly exists in machining sculptured surfaces with a torus cutter and some other types of cutters. To solve this problem, a dual drive curve tool pat... The problem of finished surface being not first-order continuous commonly exists in machining sculptured surfaces with a torus cutter and some other types of cutters. To solve this problem, a dual drive curve tool path planning method is proposed in this article. First, the maximum machining strip width of a whole tool path can be obtained through optimizing each tool position with multi-point machining (MPM) method. Second, two drive curves are then determined according to the obtained maximum machining strip width. Finally, the tool is positioned once more along the dual drive curve under the condition of tool path smoothness. A computer simulation and cutting experiments are carried out to testify the performance of the new method. The machined surface is measured with a coordinate measuring machine (CMM) to examine the machining quality. The results obtained show that this method can effectively eliminate sharp scallops between adjacent tool paths, keep tool paths smooth, and improve the surface machining quality as well as machining efficiency. 展开更多
关键词 dual drive curve tool path planning multi-point machining 5-axis sculptured surfaces numerical control (NC) machining
原文传递
用于鱼眼图像自适应矫正的注意力金字塔网络
19
作者 张博 李雪 +4 位作者 王白阳 李光健 王国平 潘杨 朱磊 《电光与控制》 北大核心 2026年第1期106-111,共6页
针对鱼眼镜头拍摄图像存在畸变,影响其在目标检测、图像分割等计算机视觉任务中的应用问题,提出了一种用于鱼眼图像自适应矫正的注意力金字塔网络(APFC-Net)。首先,为解决卷积层中特征图缩放导致的边缘和角落信息丢失问题,构建了注意增... 针对鱼眼镜头拍摄图像存在畸变,影响其在目标检测、图像分割等计算机视觉任务中的应用问题,提出了一种用于鱼眼图像自适应矫正的注意力金字塔网络(APFC-Net)。首先,为解决卷积层中特征图缩放导致的边缘和角落信息丢失问题,构建了注意增强空间金字塔(AASP)模块以加强特征提取;其次,考虑到不同区域的畸变程度差异,在失真矫正阶段引入可变形卷积,以自适应处理不同程度的畸变;最后,为解决失真矫正过程中信息细节丢失导致的图像模糊问题,在编码阶段嵌入SimAM注意力机制,以专注图像关键区域。仿真结果表明:APFC-Net在Place 2数据集上优于MLC和SimFIR等方法;相较于PCN方法,其PSNR和SSIM分别提升9.11%和27.14%,验证了模型在图像矫正中的有效性。 展开更多
关键词 鱼眼图像 畸变矫正 机器视觉 深度学习
在线阅读 下载PDF
基于元学习的超参数优化方法综述
20
作者 吴佳 刘析远 陈森朋 《哈尔滨工业大学学报》 北大核心 2026年第1期77-91,共15页
超参数优化是自动机器学习领域中的关键技术之一,旨在通过实现超参数调优的自动化,减轻机器学习从业者的工作负担。在机器人系统中,超参数优化对感知模块的神经网络训练、控制器的参数整定以及多模态数据融合算法的性能提升具有关键作... 超参数优化是自动机器学习领域中的关键技术之一,旨在通过实现超参数调优的自动化,减轻机器学习从业者的工作负担。在机器人系统中,超参数优化对感知模块的神经网络训练、控制器的参数整定以及多模态数据融合算法的性能提升具有关键作用。然而,尽管该技术已取得显著进展,但其效率问题仍是限制其广泛应用的主要瓶颈。近年来,元学习技术的迅猛发展为提升超参数优化的效率开辟了新路径,该技术在机器人系统需要快速适应动态环境及新任务场景时展现出独特优势。元学习的核心在于使模型能够从大量先验任务中自动吸收并应用相关知识,从而显著提升其对未知任务的学习效率。基于此,众多研究者正致力于探索如何利用元学习技术来增强超参数优化的搜索能力。本文旨在系统梳理相关研究进展:首先对超参数优化问题进行形式化定义,并综述当前主流方法;其次,总结基于元学习理论的超参数优化策略,并分析当前主流元学习算法的特点;再次,介绍超参数优化领域的基准数据集,并对比分析主流方法在其上的实验性能;最后,对超参数优化技术的未来发展趋势进行展望。 展开更多
关键词 自动机器学习 超参数优化 元学习 数据挖掘 机器学习
在线阅读 下载PDF
上一页 1 2 250 下一页 到第
使用帮助 返回顶部