Chaoyang 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
Chaoyang Li has a total of 27 co-authors. Here are the top co-authors by number of shared publications:
- Bingkui Chen
College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China
8 shared publications Bingkui Chen
State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing, PR China
4 shared publications- Jiacheng Miao
Precision Transmission Division, CRRC Qishuyan Institute Co., Ltd, Changzhou, China
4 shared publications - Xing Du
School of Advanced Manufacturing, Nanchang University, Nanchang 330031, China
3 shared publications Dong Liang
Chongqing University
2 shared publicationsJiacheng Miao
State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, People’s Republic of China
2 shared publications
Latest Publications
- 2 January 2026
- Published by Springer Nature
- p. 24-39
Analysis of the Stiffness Performance of Precision Reducers for Robot Joints Considering Thermal Effects
- 2 January 2026
- Published by Springer Nature
- p. 24-39
Analysis of the Stiffness Performance of Precision Reducers for Robot Joints Considering Thermal Effects
- 23 October 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Industrial Electronics
- Vol. 73 (2) , 3211-3220
Model-Free Energy Flow Regulation Passivity-Based Control for Robotic Rotary Joints With Data-Driven Surrogate Model
Passivity-based control (PBC) is a powerful control strategy, excelling in stability through its energy-based framework. It is regarded as an effective method for enhancing the dependability of robotic rotary joints (RRJs). However, as a fundamentally model-based control method, PBC’s effectiveness heavily relies on accurate system modeling and parameter estimation. Consequently, its control performance is significantly degraded in RRJs, which exhibit complex nonlinear dynamics complicate parameter identification and frequently lead to parameter mismatches between theoretical models and physical systems. To address this limitation, this article presents a novel energy flow regulation-PBC (EFR-PBC) methodology. Leveraging the system’s polynomial characteristics, EFR-PBC incorporates a data-driven recursive polynomial response surface (RPRS) surrogate model to predict energy flow tensor (EFT) variations from input-output measurements, facilitating adaptive control law synthesis. By reducing dependence on precise mathematical models and system parameters, EFR-PBC maintains robust performance under uncertain conditions. Extensive comparative studies through both numerical simulations and experimental validations against conventional interconnection and damping assignment (IDA)-PBC and PID-PBC implementations demonstrate the effectiveness and superior performance of the proposed method.
- 23 October 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Industrial Electronics
- Vol. 73 (2) , 3211-3220
Model-Free Energy Flow Regulation Passivity-Based Control for Robotic Rotary Joints With Data-Driven Surrogate Model
Passivity-based control (PBC) is a powerful control strategy, excelling in stability through its energy-based framework. It is regarded as an effective method for enhancing the dependability of robotic rotary joints (RRJs). However, as a fundamentally model-based control method, PBC’s effectiveness heavily relies on accurate system modeling and parameter estimation. Consequently, its control performance is significantly degraded in RRJs, which exhibit complex nonlinear dynamics complicate parameter identification and frequently lead to parameter mismatches between theoretical models and physical systems. To address this limitation, this article presents a novel energy flow regulation-PBC (EFR-PBC) methodology. Leveraging the system’s polynomial characteristics, EFR-PBC incorporates a data-driven recursive polynomial response surface (RPRS) surrogate model to predict energy flow tensor (EFT) variations from input-output measurements, facilitating adaptive control law synthesis. By reducing dependence on precise mathematical models and system parameters, EFR-PBC maintains robust performance under uncertain conditions. Extensive comparative studies through both numerical simulations and experimental validations against conventional interconnection and damping assignment (IDA)-PBC and PID-PBC implementations demonstrate the effectiveness and superior performance of the proposed method.
- 2 November 2023
- Published by ASME International in Journal of Tribology
- Vol. 146 (3) , 1-27
Improved Wear Profile Modeling of Planetary Roller Screw Mechanism With Thread Optimization
A systematic process of matrices-based wear profile modelling and a new optimization approach for planetary roller screw mechanism (PRSM) was proposed in this paper to improve the anti-wear performance with varied thread geometries. The wear evolution characteristics of thread surfaces for convex-concave contact and convex-straight contact were captured by incorporating updated axial clearances originated from accumulated thread wear, which provides a new perspective to predict the wear process of PRSM. The results show that the wear depth in convex-concave contact is 22% shallower than convex-straight contact with 105 numbers of cycles, which suggests that thread wear can be limited with plausible geometrical parameters. Further analysis showed that as the surface roughness increases, the true equivalent pressure, the plastic strain and maximum wear depth becomes larger. In addition, the effect of the surface textures on the tribological properties of threads is also discussed to improve the applicability of the proposed methodology.
- 2 November 2023
- Published by ASME International in Journal of Tribology
- Vol. 146 (3) , 1-27
Improved Wear Profile Modeling of Planetary Roller Screw Mechanism With Thread Optimization
A systematic process of matrices-based wear profile modelling and a new optimization approach for planetary roller screw mechanism (PRSM) was proposed in this paper to improve the anti-wear performance with varied thread geometries. The wear evolution characteristics of thread surfaces for convex-concave contact and convex-straight contact were captured by incorporating updated axial clearances originated from accumulated thread wear, which provides a new perspective to predict the wear process of PRSM. The results show that the wear depth in convex-concave contact is 22% shallower than convex-straight contact with 105 numbers of cycles, which suggests that thread wear can be limited with plausible geometrical parameters. Further analysis showed that as the surface roughness increases, the true equivalent pressure, the plastic strain and maximum wear depth becomes larger. In addition, the effect of the surface textures on the tribological properties of threads is also discussed to improve the applicability of the proposed methodology.
- Open Access
- 23 September 2023
- Published by MDPI AG in Applied Sciences
- Vol. 13 (19) , 10609
Wear Prediction Method of Differential Planetary Roller Screws Considering the Ambient Temperature Variations
As a key component in fields such as high-precision machine tools, aerospace and weaponry, the thermal deformations in a differential planetary roller screw (DPRS) caused by the changes in ambient temperatures can lead to uneven load distribution and increased wear, which can seriously affect its transmission accuracy, efficiency, and service life. Therefore, the temperature rise of a DPRS at different ambient temperatures was studied using the block thermal network method, and the thermal deformations were calculated. A load distribution model of DPRS considering thermal deformation was developed, and a wear prediction method combined with surface roughness was proposed. The results show that the increase in ambient temperature has an obvious negative effect on the load distribution and wear depth of DPRS. Moreover, the DPRS temperature rise, load distribution and wear depth dramatically change with the variation of parameters such as load, speed and thread pitch. A DPRS durability test device that considers changes in ambient temperature was developed. Experiments with temperature rise and DPRS wear under different ambient temperatures were conducted to validate the theoretical analysis model.
- 23 September 2023
- Published by MDPI AG in Applied Sciences
- Vol. 13 (19) , 10609
Open AccessWear Prediction Method of Differential Planetary Roller Screws Considering the Ambient Temperature Variations
As a key component in fields such as high-precision machine tools, aerospace and weaponry, the thermal deformations in a differential planetary roller screw (DPRS) caused by the changes in ambient temperatures can lead to uneven load distribution and increased wear, which can seriously affect its transmission accuracy, efficiency, and service life. Therefore, the temperature rise of a DPRS at different ambient temperatures was studied using the block thermal network method, and the thermal deformations were calculated. A load distribution model of DPRS considering thermal deformation was developed, and a wear prediction method combined with surface roughness was proposed. The results show that the increase in ambient temperature has an obvious negative effect on the load distribution and wear depth of DPRS. Moreover, the DPRS temperature rise, load distribution and wear depth dramatically change with the variation of parameters such as load, speed and thread pitch. A DPRS durability test device that considers changes in ambient temperature was developed. Experiments with temperature rise and DPRS wear under different ambient temperatures were conducted to validate the theoretical analysis model.
- 2 January 2023
- Published by Taylor & Francis in Mechanics Based Design of Structures and Machines
- Vol. 52 (4) , 1847-1873
Load distribution and radial deformations for planetary roller screw mechanism with axial load, radial load and turning torque
Obtaining the load distribution and radial deformations of planetary roller screw mechanism (PRSM) for the load carrying capacity design under complex loading conditions (multi-directional loads) is beneficial to decelerate fatigue and wear of threads. However, the combined effects of axial load, radial load and turning torque (overturning moment) were ignored in previous studies due to the complicated structure of PRSM. This paper presents a multi-roller beam-bar-spring (MR-BBS) model that incorporate radial load, turning torque and thread modification. The proposed model extended the theoretic method for calculating bending behavior of screw and rollers, which can more precisely describe the locus of the threads and roller axis. The load distribution of threads and load sharing among rollers of a PRSM under different external loads and cycling process are analyzed. The results show that the load distribution is more sensitive to turning torque of screw but relatively insensitive to the radial load. Moreover, the load distribution moderately changes with the variation of modification factor. Based on thread modification, the variable lead PRSM is proposed so that the uniformity of load sharing with complex load can be optimized.
- 2 January 2023
- Published by Taylor & Francis in Mechanics Based Design of Structures and Machines
- Vol. 52 (4) , 1847-1873
Load distribution and radial deformations for planetary roller screw mechanism with axial load, radial load and turning torque
Obtaining the load distribution and radial deformations of planetary roller screw mechanism (PRSM) for the load carrying capacity design under complex loading conditions (multi-directional loads) is beneficial to decelerate fatigue and wear of threads. However, the combined effects of axial load, radial load and turning torque (overturning moment) were ignored in previous studies due to the complicated structure of PRSM. This paper presents a multi-roller beam-bar-spring (MR-BBS) model that incorporate radial load, turning torque and thread modification. The proposed model extended the theoretic method for calculating bending behavior of screw and rollers, which can more precisely describe the locus of the threads and roller axis. The load distribution of threads and load sharing among rollers of a PRSM under different external loads and cycling process are analyzed. The results show that the load distribution is more sensitive to turning torque of screw but relatively insensitive to the radial load. Moreover, the load distribution moderately changes with the variation of modification factor. Based on thread modification, the variable lead PRSM is proposed so that the uniformity of load sharing with complex load can be optimized.
- 24 October 2022
- Published by Taylor & Francis in Tribology Transactions
- Vol. 65 (6) , 1069-1087
Lubrication and Wear Analysis of Planetary Roller Screw Mechanism With Threaded Surface Roughness in Thermal Elastohydrodynamic Lubrication
Previous lubrication and wear analysis for the planetary roller screw mechanism (PRSM) has mainly concentrated on the isothermal conditions without considering temperature rise. However, the PRSMs applied in aviation and aerospace always operate in intensely varying thermal conditions with intricate thermal convection and thermal radiation environments. For this purpose, a modified Archard wear model is established by incorporating the entraining speed of threads and the load distribution, considering axial thermal errors. The variation of bulk temperature is characterized by the thermal network model (TNM). The modified Weierstrass–Mandelbrot (W-M) function is used to evaluate the lubrication conditions of the machined surfaces. Meanwhile, the contact flash temperature, wear depth, and precision loss rate are investigated in dry contact and lubricated phrase for mixed thermal elastohydrodynamic lubrication (TEHL) point contact. The results reveal that the temperature rise has a more pronounced influence on the precision maintenance capability compared to the uneven load sharing. The wear results are also compared to previous experimental simulation obtained using a rolling-sliding tribometer that utilize a rolling wheel on a rotating disk with similar patterns. It indicates that the wear life span of PRSMs can be improved by reasonable machining trajectory, thermal management, and lubrication parameters.
- 24 October 2022
- Published by Taylor & Francis in Tribology Transactions
- Vol. 65 (6) , 1069-1087
Lubrication and Wear Analysis of Planetary Roller Screw Mechanism With Threaded Surface Roughness in Thermal Elastohydrodynamic Lubrication
Previous lubrication and wear analysis for the planetary roller screw mechanism (PRSM) has mainly concentrated on the isothermal conditions without considering temperature rise. However, the PRSMs applied in aviation and aerospace always operate in intensely varying thermal conditions with intricate thermal convection and thermal radiation environments. For this purpose, a modified Archard wear model is established by incorporating the entraining speed of threads and the load distribution, considering axial thermal errors. The variation of bulk temperature is characterized by the thermal network model (TNM). The modified Weierstrass–Mandelbrot (W-M) function is used to evaluate the lubrication conditions of the machined surfaces. Meanwhile, the contact flash temperature, wear depth, and precision loss rate are investigated in dry contact and lubricated phrase for mixed thermal elastohydrodynamic lubrication (TEHL) point contact. The results reveal that the temperature rise has a more pronounced influence on the precision maintenance capability compared to the uneven load sharing. The wear results are also compared to previous experimental simulation obtained using a rolling-sliding tribometer that utilize a rolling wheel on a rotating disk with similar patterns. It indicates that the wear life span of PRSMs can be improved by reasonable machining trajectory, thermal management, and lubrication parameters.
- 16 October 2022
- Published by Springer Nature in Meccanica
- Vol. 57 (11) , 2771-2795
Multi-scale modelling of the thermally coupled planetary roller screw mechanism with curved fractal contact
- 16 October 2022
- Published by Springer Nature in Meccanica
- Vol. 57 (11) , 2771-2795
Multi-scale modelling of the thermally coupled planetary roller screw mechanism with curved fractal contact
- 28 March 2022
- Published by Springer Nature in Journal of Mechanical Science and Technology
- Vol. 36 (4) , 1889-1902
Rotate vector reducer design using resnet-based model and integration of discretized optimization
- 28 March 2022
- Published by Springer Nature in Journal of Mechanical Science and Technology
- Vol. 36 (4) , 1889-1902
Rotate vector reducer design using resnet-based model and integration of discretized optimization
- 1 July 2021
- Published by Springer Nature in Journal of Central South University
- Vol. 28 (7) , 2091-2104
Mechanical behaviors of cross roller bearings with raceway roundness error
- 1 July 2021
- Published by Springer Nature in Journal of Central South University
- Vol. 28 (7) , 2091-2104
Mechanical behaviors of cross roller bearings with raceway roundness error
- 19 June 2021
- Published by Springer Nature in Journal of the Brazilian Society of Mechanical Sciences and Engineering
- Vol. 43 (7) , 1-12
Transmission error analysis of cycloidal pinwheel meshing pair based on rolling–sliding contact
- 19 June 2021
- Published by Springer Nature in Journal of the Brazilian Society of Mechanical Sciences and Engineering
- Vol. 43 (7) , 1-12
Transmission error analysis of cycloidal pinwheel meshing pair based on rolling–sliding contact