Xubo Li
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Xubo Li has a total of 42 co-authors. Here are the top co-authors by number of shared publications:
- Can-Jun Wang
College of Mechanical Engineering, Baoji University of Arts and Sciences, Baoji 721016, China
4 shared publications - Jianming Zheng
School of Mechanical and Mechanical Instrument Engineering, Xi’an University of Technology, Xi’an 710048, People’s Republic of China
4 shared publications - Bian Guo
Shaanxi Key Laboratory of Advanced Manufacturing and Evaluation of Robot Key Components, College of Mechanical Engineering, Baoji University of Arts and Sciences, Baoji 721016, China
3 shared publications - Chuanmiao Zhai
College of Mechanical Engineering, Baoji University of Arts and Sciences, Baoji 721016, China
3 shared publications - Cunqiang Zang
College of Mechanical Engineering, Baoji University of Arts and Sciences, Baoji 721016, China
3 shared publications - Shihao Zhang
College of Mechanical Engineering, Baoji University of Arts and Sciences, Baoji 721016, China
3 shared publications
Latest Publications
- Open Access
Cutting Force Modeling and Experimental Investigation of Axial Ultrasonic Vibration-Assisted Milling for Titanium Alloy Ti-6Al-4V
Titanium alloy (Ti-6Al-4V) exhibits exceptional comprehensive properties, which have resulted in its widespread adoption across diverse industrial sectors. However, its poor machinability poses a significant bottleneck to achieving high-efficiency and high-precision manufacturing. To address the challenges inherent in conventional milling (CM), axial ultrasonic vibration is introduced at the end of the milling spindle to enhance machining quality. Through kinematic analysis, a model of the tool-tip trajectory and tool-workpiece contact rate is established. By incorporating the vibration displacement vector, an instantaneous cutting thickness equation is derived. Subsequently, by integrating tool geometric parameters, instantaneous cutting thickness (IUCT), contact rate, and vibration impact effects, an analytical prediction model for transient cutting forces in ultrasonic vibration-assisted milling (UVAM) is developed. Concurrently, a finite element (FE) model is constructed to simulate the milling process, enabling numerical analysis of chip morphology, stress–strain fields, and the evolution of cutting forces. Finally, a test platform is established to verify the reliability and predictive accuracy of the proposed model. Comparative analysis reveals the advantages of UVAM over CM and elucidates the roles of UVAM parameters in machining performance. The results indicate that the experimentally measured tri-axial milling forces align well with the analytical model predictions and FE simulation outputs, exhibiting consistent trends. Compared with CM, axial UVAM reduces the tri-axial average cutting forces by 14.73%, 15.47%, and 14.49%, respectively, while simultaneously decreasing the surface roughness Ra by approximately 12.1%, indicating an improvement in surface quality. This research provides a reference for understanding the influence of process parameters and a basis for subsequent multi-parameter coupled optimization in the high-performance machining of difficult-to-machine materials.
Open AccessCutting Force Modeling and Experimental Investigation of Axial Ultrasonic Vibration-Assisted Milling for Titanium Alloy Ti-6Al-4V
Titanium alloy (Ti-6Al-4V) exhibits exceptional comprehensive properties, which have resulted in its widespread adoption across diverse industrial sectors. However, its poor machinability poses a significant bottleneck to achieving high-efficiency and high-precision manufacturing. To address the challenges inherent in conventional milling (CM), axial ultrasonic vibration is introduced at the end of the milling spindle to enhance machining quality. Through kinematic analysis, a model of the tool-tip trajectory and tool-workpiece contact rate is established. By incorporating the vibration displacement vector, an instantaneous cutting thickness equation is derived. Subsequently, by integrating tool geometric parameters, instantaneous cutting thickness (IUCT), contact rate, and vibration impact effects, an analytical prediction model for transient cutting forces in ultrasonic vibration-assisted milling (UVAM) is developed. Concurrently, a finite element (FE) model is constructed to simulate the milling process, enabling numerical analysis of chip morphology, stress–strain fields, and the evolution of cutting forces. Finally, a test platform is established to verify the reliability and predictive accuracy of the proposed model. Comparative analysis reveals the advantages of UVAM over CM and elucidates the roles of UVAM parameters in machining performance. The results indicate that the experimentally measured tri-axial milling forces align well with the analytical model predictions and FE simulation outputs, exhibiting consistent trends. Compared with CM, axial UVAM reduces the tri-axial average cutting forces by 14.73%, 15.47%, and 14.49%, respectively, while simultaneously decreasing the surface roughness Ra by approximately 12.1%, indicating an improvement in surface quality. This research provides a reference for understanding the influence of process parameters and a basis for subsequent multi-parameter coupled optimization in the high-performance machining of difficult-to-machine materials.
- 31 January 2026
- Published by SAGE Publications in Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
- Vol. 240 (10) , 3612-3627
End-effector accuracy and reliability analysis for robotic manipulators with lubricated clearance joint
End-effector accuracy and reliability of the robotic arm is greatly affected by the joint error, and the different joint clearance reflects the interaction between the local and global error, which is the basis for the design reliability of the robot. At present, most research has focused on the kinematic accuracy of the robotic arm, and few have focused on the dynamic response error and accuracy reliability including clearance joint without lubrication. In this paper, a method for analyzing the dynamic response error and accuracy reliability of the robotic arm with lubrication clearance joint is proposed. Firstly, the dry contact and lubricated clearance joint were modeled respectively, and a six-degree-of-freedom robotic dynamic model with multiple lubrication clearance joints was developed using the Lagrangian multiplier method. Then, the first-order second-moment method is used to calculate the dynamic accuracy reliability of the robot. Finally, the effects of different clearance sizes, locations, and lubricating oil viscosities on the dynamic response error and accuracy reliability of the robot were compared and analyzed. This research demonstrates the potential to improve the stability and service life of the robotic arm, as well as the reliability design.
- 31 January 2026
- Published by SAGE Publications in Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
- Vol. 240 (10) , 3612-3627
End-effector accuracy and reliability analysis for robotic manipulators with lubricated clearance joint
End-effector accuracy and reliability of the robotic arm is greatly affected by the joint error, and the different joint clearance reflects the interaction between the local and global error, which is the basis for the design reliability of the robot. At present, most research has focused on the kinematic accuracy of the robotic arm, and few have focused on the dynamic response error and accuracy reliability including clearance joint without lubrication. In this paper, a method for analyzing the dynamic response error and accuracy reliability of the robotic arm with lubrication clearance joint is proposed. Firstly, the dry contact and lubricated clearance joint were modeled respectively, and a six-degree-of-freedom robotic dynamic model with multiple lubrication clearance joints was developed using the Lagrangian multiplier method. Then, the first-order second-moment method is used to calculate the dynamic accuracy reliability of the robot. Finally, the effects of different clearance sizes, locations, and lubricating oil viscosities on the dynamic response error and accuracy reliability of the robot were compared and analyzed. This research demonstrates the potential to improve the stability and service life of the robotic arm, as well as the reliability design.
- Open Access
Modeling and Experimental Investigation of Ultrasonic Vibration-Assisted Drilling Force for Titanium Alloy
To overcome the issues of excessive cutting force, poor chip segmentation, and premature tool wear during the drilling of Ti-6Al-4V titanium alloy. This study established the cutting edge motion trajectory function and instantaneous dynamic cutting thickness equation for ultrasonic vibration-assisted drilling through kinematic analysis. Based on this, an analytical model of drilling force was formulated, integrating tool geometry, cutting radius scale effects, dynamic chip thickness, and drilling depth. In parallel, a finite element model was constructed to achieve visual simulation analysis of chip deformation and cutting force. Finally, the accuracy of the model was verified through experiments, with a comprehensive analysis performed on how cutting parameters affect thrust force. The findings indicate that the average absolute prediction errors of thrust force and torque between the analytical model and finite element simulations were 7.87% and 6.26%, respectively, confirming the model’s capability to accurately capture instantaneous force and torque variations. Compared to traditional drilling methods, the application of ultrasonic vibration assistance resulted in reductions of 40.8% in thrust force and 41.7% in torque. The drilling force exhibited nonlinear growth as the spindle speed and feed rate were elevated, while it declined with greater vibration frequency and amplitude as drilling depth increased. Furthermore, the combined effect of optimized vibration parameters enhanced chip fragmentation, producing short discontinuous chips and effectively preventing entanglement. Overall, this research provides a theoretical and practical foundation for optimizing ultrasonic vibration-assisted drilling and improving precision hole making in titanium alloys.
Open AccessModeling and Experimental Investigation of Ultrasonic Vibration-Assisted Drilling Force for Titanium Alloy
To overcome the issues of excessive cutting force, poor chip segmentation, and premature tool wear during the drilling of Ti-6Al-4V titanium alloy. This study established the cutting edge motion trajectory function and instantaneous dynamic cutting thickness equation for ultrasonic vibration-assisted drilling through kinematic analysis. Based on this, an analytical model of drilling force was formulated, integrating tool geometry, cutting radius scale effects, dynamic chip thickness, and drilling depth. In parallel, a finite element model was constructed to achieve visual simulation analysis of chip deformation and cutting force. Finally, the accuracy of the model was verified through experiments, with a comprehensive analysis performed on how cutting parameters affect thrust force. The findings indicate that the average absolute prediction errors of thrust force and torque between the analytical model and finite element simulations were 7.87% and 6.26%, respectively, confirming the model’s capability to accurately capture instantaneous force and torque variations. Compared to traditional drilling methods, the application of ultrasonic vibration assistance resulted in reductions of 40.8% in thrust force and 41.7% in torque. The drilling force exhibited nonlinear growth as the spindle speed and feed rate were elevated, while it declined with greater vibration frequency and amplitude as drilling depth increased. Furthermore, the combined effect of optimized vibration parameters enhanced chip fragmentation, producing short discontinuous chips and effectively preventing entanglement. Overall, this research provides a theoretical and practical foundation for optimizing ultrasonic vibration-assisted drilling and improving precision hole making in titanium alloys.
- Open Access
Investigation of Basic Assumption for Contact Between Spheric Asperities in Rough Surface
Accurate analyses of contact problems for rough surfaces are important but complicated. Some assumptions, namely that all asperities can be approximated by a hemisphere with the same radius and assuming a Gaussian distribution of the asperity heights, are convenient but may lead to less accurate results. The purpose of this work is to investigate these assumptions and analyze the conditions under which they are valid. The finite element method is used to construct spherical asperity contact models with different radii and materials. The validity of the assumptions is assessed by comparatively analyzing the results of four models in terms of contact loads, contact radii, and average contact pressures under different yield strengths. The results show that these assumptions are fully applicable under elastic deformation. For plastic cases, the lower yield strength of the two contacting bodies is the dominant factor affecting the contact results. Assuming the same lower yield strength, the ratio of the yield strengths of two spheres has an influence on contact characteristics in the range from 1.2 to 3, but a negligible influence when the ratio is greater than 3. With an equivalent yield strength and yield ratio, the plastic contact of asperities can be analyzed in detail, which be conducive to clarifying the application scope of the above assumption. The work reported in this study provides some theoretical basis for an accurate contact model of rough surfaces.
Open AccessInvestigation of Basic Assumption for Contact Between Spheric Asperities in Rough Surface
Accurate analyses of contact problems for rough surfaces are important but complicated. Some assumptions, namely that all asperities can be approximated by a hemisphere with the same radius and assuming a Gaussian distribution of the asperity heights, are convenient but may lead to less accurate results. The purpose of this work is to investigate these assumptions and analyze the conditions under which they are valid. The finite element method is used to construct spherical asperity contact models with different radii and materials. The validity of the assumptions is assessed by comparatively analyzing the results of four models in terms of contact loads, contact radii, and average contact pressures under different yield strengths. The results show that these assumptions are fully applicable under elastic deformation. For plastic cases, the lower yield strength of the two contacting bodies is the dominant factor affecting the contact results. Assuming the same lower yield strength, the ratio of the yield strengths of two spheres has an influence on contact characteristics in the range from 1.2 to 3, but a negligible influence when the ratio is greater than 3. With an equivalent yield strength and yield ratio, the plastic contact of asperities can be analyzed in detail, which be conducive to clarifying the application scope of the above assumption. The work reported in this study provides some theoretical basis for an accurate contact model of rough surfaces.
- Open Access
Experimental Investigation and Modeling of Surface Roughness in BTA Deep Hole Drilling with Vibration Assisted
The surface roughness of hole machining greatly influences the mechanical properties of parts, such as early fatigue failure and corrosion resistance. The boring and trepanning association (BTA) deep hole drilling with axial vibration assistance is a compound machining process of the tool cutting and the guide block extrusion. At the same time, the surface of the hole wall is also ironed by the axial large amplitude and low-frequency vibration of the guide block. The surface-forming mechanism is very complicated, making it difficult to obtain an effective theoretical analytical model of the surface roughness of the hole wall through kinematic analysis. In order to achieve accurate prediction of the surface quality of the hole wall, the chip-breaking mechanism and the hole wall formation mode of BTA deep hole vibration drilling were analyzed. The influence of drilling spindle speed, feed, amplitude, and vibration frequency on the surface roughness of the hole wall during BTA deep hole vibration drilling was illustrated by a single-factor experiment. A four-factor and three-level test scheme was designed by using the Box–Behnken design (BBD) experimental design method. A surface roughness prediction model for hole wall machining was established based on the response surface methodology. The accuracy of the prediction model was analyzed through ANOVA, and the complex correlation coefficient of the model was 0.9948, indicating that the prediction model can better reflect the mapping relationship between vibration drilling parameters and surface roughness. After optimization analysis and experimental verification, the obtained vibration drilling parameters can achieve smaller surface roughness. The error between the predicted value of the model and the experimental measurement value is 8.65%. The established prediction model is reliable and can accurately predict the surface roughness of the hole wall of BTA deep hole axial vibration drilling, providing a theoretical basis for the surface quality control of the machining hole wall. It can be applied to process optimization in practical production.
Open AccessExperimental Investigation and Modeling of Surface Roughness in BTA Deep Hole Drilling with Vibration Assisted
The surface roughness of hole machining greatly influences the mechanical properties of parts, such as early fatigue failure and corrosion resistance. The boring and trepanning association (BTA) deep hole drilling with axial vibration assistance is a compound machining process of the tool cutting and the guide block extrusion. At the same time, the surface of the hole wall is also ironed by the axial large amplitude and low-frequency vibration of the guide block. The surface-forming mechanism is very complicated, making it difficult to obtain an effective theoretical analytical model of the surface roughness of the hole wall through kinematic analysis. In order to achieve accurate prediction of the surface quality of the hole wall, the chip-breaking mechanism and the hole wall formation mode of BTA deep hole vibration drilling were analyzed. The influence of drilling spindle speed, feed, amplitude, and vibration frequency on the surface roughness of the hole wall during BTA deep hole vibration drilling was illustrated by a single-factor experiment. A four-factor and three-level test scheme was designed by using the Box–Behnken design (BBD) experimental design method. A surface roughness prediction model for hole wall machining was established based on the response surface methodology. The accuracy of the prediction model was analyzed through ANOVA, and the complex correlation coefficient of the model was 0.9948, indicating that the prediction model can better reflect the mapping relationship between vibration drilling parameters and surface roughness. After optimization analysis and experimental verification, the obtained vibration drilling parameters can achieve smaller surface roughness. The error between the predicted value of the model and the experimental measurement value is 8.65%. The established prediction model is reliable and can accurately predict the surface roughness of the hole wall of BTA deep hole axial vibration drilling, providing a theoretical basis for the surface quality control of the machining hole wall. It can be applied to process optimization in practical production.
- Open Access
The Tribological Properties of Low-Sulfur and Low-Phosphorus Halogen-Free Ionic Liquids as Lubricants for the Nickel-Based Alloy Inconel 690
In this study, we synthesized three low-sulfur and low-phosphorus ionic liquids (ILs). These were N88816P8, P88816P8, and P88816DOSS. The viscosity and thermal stability of the three ILs were analyzed. The tribological properties and lubrication mechanisms of the three ILs were investigated as lubricants for a carbide ball–Inconel 690 nickel-based alloy friction pair and compared at 50 °C and 150 °C. The wear spots of the carbide ball and nickel-based alloy disc samples were characterized using SEM and EDS. The experimental results revealed that P88816P8 had excellent tribological properties. The lubrication mechanism of P88816P8 as a lubricant for the carbide ball–Inconel 690 nickel-based alloy friction pair was investigated using XPS. The excellent friction reduction and anti-wear properties of P88816P8 could be attributed to the tribo-chemistry between P88816P8 and Inconel 690 as well as the formation of a tribo-film on the wear-spot surface. This high-performance IL, suitable for carbide ball–Inconel 690 contact, will be applied to a cutting process of Inconel 690.
Open AccessThe Tribological Properties of Low-Sulfur and Low-Phosphorus Halogen-Free Ionic Liquids as Lubricants for the Nickel-Based Alloy Inconel 690
In this study, we synthesized three low-sulfur and low-phosphorus ionic liquids (ILs). These were N88816P8, P88816P8, and P88816DOSS. The viscosity and thermal stability of the three ILs were analyzed. The tribological properties and lubrication mechanisms of the three ILs were investigated as lubricants for a carbide ball–Inconel 690 nickel-based alloy friction pair and compared at 50 °C and 150 °C. The wear spots of the carbide ball and nickel-based alloy disc samples were characterized using SEM and EDS. The experimental results revealed that P88816P8 had excellent tribological properties. The lubrication mechanism of P88816P8 as a lubricant for the carbide ball–Inconel 690 nickel-based alloy friction pair was investigated using XPS. The excellent friction reduction and anti-wear properties of P88816P8 could be attributed to the tribo-chemistry between P88816P8 and Inconel 690 as well as the formation of a tribo-film on the wear-spot surface. This high-performance IL, suitable for carbide ball–Inconel 690 contact, will be applied to a cutting process of Inconel 690.
- Open Access
Experimental Investigation of Tool Wear and Machining Quality of BTA Deep-Hole Drilling in Low-Carbon Alloy Steel SA-5083
Nuclear power tube plates are made from the high-strength, low-carbon alloy steel SA-5083, which has high values of toughness and plasticity, though it is forged with poor consistency and entails serious work hardening. It requires a large number of deep holes with a high machining accuracy and high surface quality to be processed. However, the quality of the processed holes is often not up to the standard of the Boring and Trepanning Association (BTA) for the deep-hole drilling of tube plates; this has led to deep-hole processing becoming a bottleneck in the manufacture of steam generators for the main equipment of nuclear power islands. The variation laws of the diameter, roundness, perpendicularity, roughness, microhardness, and residual stress in relation to the feed, speed, and drilling depth are explored in the macro- and micro-dimensions; also explored is the wear morphology of BTA drills. The internal influence mechanisms between them are revealed in order to provide a scientific basis for the control of surface quality and machining accuracy as well as the optimization of process parameters. Our research results indicate that the guide block wear is mainly concentrated at the top 1–2 mm and that the drilling depth and feed have a great influence on the machining diameter. The hole wall roughness is between 0.3 and 0.6 μm, the maximum microhardness is about 2.15 times the hardness of the matrix material, and the residual stress is compressive stress. With increases in the feed and drilling depth, the hole diameter and the roughness increase. With an increase in the speed, the roughness decreases and the compressive stress of the BTA deep-hole drilling wall increases.
Open AccessExperimental Investigation of Tool Wear and Machining Quality of BTA Deep-Hole Drilling in Low-Carbon Alloy Steel SA-5083
Nuclear power tube plates are made from the high-strength, low-carbon alloy steel SA-5083, which has high values of toughness and plasticity, though it is forged with poor consistency and entails serious work hardening. It requires a large number of deep holes with a high machining accuracy and high surface quality to be processed. However, the quality of the processed holes is often not up to the standard of the Boring and Trepanning Association (BTA) for the deep-hole drilling of tube plates; this has led to deep-hole processing becoming a bottleneck in the manufacture of steam generators for the main equipment of nuclear power islands. The variation laws of the diameter, roundness, perpendicularity, roughness, microhardness, and residual stress in relation to the feed, speed, and drilling depth are explored in the macro- and micro-dimensions; also explored is the wear morphology of BTA drills. The internal influence mechanisms between them are revealed in order to provide a scientific basis for the control of surface quality and machining accuracy as well as the optimization of process parameters. Our research results indicate that the guide block wear is mainly concentrated at the top 1–2 mm and that the drilling depth and feed have a great influence on the machining diameter. The hole wall roughness is between 0.3 and 0.6 μm, the maximum microhardness is about 2.15 times the hardness of the matrix material, and the residual stress is compressive stress. With increases in the feed and drilling depth, the hole diameter and the roughness increase. With an increase in the speed, the roughness decreases and the compressive stress of the BTA deep-hole drilling wall increases.
- 14 March 2023
- Published by Elsevier in Chaos, Solitons & Fractals
- Vol. 170
Theory and numerics of vibrational resonance in a three-level atomic optical bistable system
- 14 March 2023
- Published by Elsevier in Chaos, Solitons & Fractals
- Vol. 170
Theory and numerics of vibrational resonance in a three-level atomic optical bistable system
- Open Access
Analytical Model of Hole Diameter and Self-Guiding Machining Mechanism of BTA Deep Hole Drilling
The goal of this study was to explore the self-guided machining mechanism of boring and trepanning association (BTA) deep hole drilling and realize precise control of the machining quality. The motion analysis method was used to analyze the center motion trajectory of the drill during the entrance, and the self-guiding mechanism and hole-forming mechanism of BTA deep hole drilling were revealed. Considering the bending deformation of the drilling tube and the tool structure parameters, according to the elastic-plastic deformation theory and Hertzian contact theory, a novel analytical model of the extrusion contact between the guide pads and the hole wall of the BTA deep hole drilling was established for the theoretical prediction of the extrusion deformation and the machining hole diameter. Combined with the finite element method (FEM) simulation model, the variation law of the contact inclination angle, contact stress, and extrusion deformation of the guide pads and the hole wall with the drilling conditions were studied. The total extrusion deformation between the guide pad and the hole wall was between 10 and 50 μm. The maximum error between the FEM simulation results and the test results was 18.1%, and the maximum error between the analytical model results and the test results was 23.6%. The simulation and experimental results showed that the established extrusion contact model could accurately predict the extrusion deformation of the hole wall and the machining hole diameter.
Open AccessAnalytical Model of Hole Diameter and Self-Guiding Machining Mechanism of BTA Deep Hole Drilling
The goal of this study was to explore the self-guided machining mechanism of boring and trepanning association (BTA) deep hole drilling and realize precise control of the machining quality. The motion analysis method was used to analyze the center motion trajectory of the drill during the entrance, and the self-guiding mechanism and hole-forming mechanism of BTA deep hole drilling were revealed. Considering the bending deformation of the drilling tube and the tool structure parameters, according to the elastic-plastic deformation theory and Hertzian contact theory, a novel analytical model of the extrusion contact between the guide pads and the hole wall of the BTA deep hole drilling was established for the theoretical prediction of the extrusion deformation and the machining hole diameter. Combined with the finite element method (FEM) simulation model, the variation law of the contact inclination angle, contact stress, and extrusion deformation of the guide pads and the hole wall with the drilling conditions were studied. The total extrusion deformation between the guide pad and the hole wall was between 10 and 50 μm. The maximum error between the FEM simulation results and the test results was 18.1%, and the maximum error between the analytical model results and the test results was 23.6%. The simulation and experimental results showed that the established extrusion contact model could accurately predict the extrusion deformation of the hole wall and the machining hole diameter.
- Open Access
- 11 February 2019
- Published by MDPI AG in Applied Sciences
- Vol. 9 (3) , 591
Three-Dimensional Reconstruction Method for Machined Surface Topography Based on Gray Gradient Constraints
In the modern engineering field, recovering the machined surface topography is important for studying mechanical product function and surface characteristics by using the shape from shading (SFS)-based reconstruction method. However, due to the limitations of many constraints and oversmoothing, the existing SFS-based reconstruction methods are not suitable for machined surface topography. This paper presents a new three-dimensional (3D) reconstruction method of machined surface topography. By combining the basic principle of SFS and the analytic method, the analytic model of a surface gradient is established using the gray gradient as a constraint condition. By efficiently solving the effect of quantization errors and ambiguity of the gray scale on reconstruction accuracy using a wavelet denoising algorithm and image processing technology, the reconstruction algorithm is implemented for machined surface topography. Experimental results on synthetic images and machined surface topography images show that the proposed algorithm can accurately and efficiently recover the 3D shape of machined surface topography.
- 11 February 2019
- Published by MDPI AG in Applied Sciences
- Vol. 9 (3) , 591
Open AccessThree-Dimensional Reconstruction Method for Machined Surface Topography Based on Gray Gradient Constraints
In the modern engineering field, recovering the machined surface topography is important for studying mechanical product function and surface characteristics by using the shape from shading (SFS)-based reconstruction method. However, due to the limitations of many constraints and oversmoothing, the existing SFS-based reconstruction methods are not suitable for machined surface topography. This paper presents a new three-dimensional (3D) reconstruction method of machined surface topography. By combining the basic principle of SFS and the analytic method, the analytic model of a surface gradient is established using the gray gradient as a constraint condition. By efficiently solving the effect of quantization errors and ambiguity of the gray scale on reconstruction accuracy using a wavelet denoising algorithm and image processing technology, the reconstruction algorithm is implemented for machined surface topography. Experimental results on synthetic images and machined surface topography images show that the proposed algorithm can accurately and efficiently recover the 3D shape of machined surface topography.