Yu Liu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Yu Liu has a total of 26 co-authors. Here are the top co-authors by number of shared publications:
- Dongxuan Wang
College of Science and Technology, Hebei Agricultural University, Huanghua, China
4 shared publications - Bo Wan
Yanshan University School of Mechanical Engineering Qinhuangdao 066004 , China
2 shared publications - Xiaofei Liu
Yanshan University School of Mechanical Engineering Qinhuangdao 066004 , China
2 shared publications - Yongsheng Zhao
Parallel Robot and Mechatronic System Laboratory of Hebei Province, Yanshan University, Qinhuangdao, China
2 shared publications Chenye Jia
College of Science and Technology, Hebei Agricultural University, Huanghua, China
1 shared publicationHaitao Li
College of Science and Technology, Hebei Agricultural University, Huanghua, China
1 shared publication
Latest Publications
- Open Access
- 27 August 2026
- Published by Springer Nature in Scientific Reports
- Vol. 16 (1)
Dynamic teaching quality assessment relying on real-time student posture recognition with YOLOv11_BWC
- 27 August 2026
- Published by Springer Nature in Scientific Reports
- Vol. 16 (1)
Open AccessDynamic teaching quality assessment relying on real-time student posture recognition with YOLOv11_BWC
- Open Access
- 11 August 2026
- Published by Springer Nature in BMC Psychology
- Vol. 14 (1) , 1186
Trust formation and fairness perception in GenAI: the divergent psychological pathways of computer science and business-related students
- 11 August 2026
- Published by Springer Nature in BMC Psychology
- Vol. 14 (1) , 1186
Open AccessTrust formation and fairness perception in GenAI: the divergent psychological pathways of computer science and business-related students
- 12 December 2024
- Published by Springer Nature in Education and Information Technologies
- Vol. 30 (8) , 9949-9968
Catalyst for future education: An empirical study on the Impact of artificial intelligence generated content on college students’ innovation ability and autonomous learning
- 12 December 2024
- Published by Springer Nature in Education and Information Technologies
- Vol. 30 (8) , 9949-9968
Catalyst for future education: An empirical study on the Impact of artificial intelligence generated content on college students’ innovation ability and autonomous learning
- 27 February 2024
- Published by ASME International in Journal of Mechanisms and Robotics
- Vol. 16 (10) , 1-13
Singularity Analysis of Actuation Coordination and New Indices for Optimal Design of Redundantly Actuated Parallel Manipulators
This paper focuses on the singularity of actuation coordination of redundantly actuated parallel manipulators and proposes a series of novel indices to evaluate the actuation coordination. The singularity is analyzed based on the coordinated dynamics model and divided into two categories: input singularity and output singularity. Influences of the singularity on the control performance of redundantly actuated parallel manipulators are studied with mechanisms 2RPU + 2UPR + RPR and 3RPR. Local and global performance indices of redundantly actuated parallel manipulators with actuation coordination are put forward, and the dimension optimization method considering the proposed indices is studied based on mechanism 6RPS. The research of this article possesses good reference significance for the performance analysis and control application of redundantly actuated parallel manipulators.
- 27 February 2024
- Published by ASME International in Journal of Mechanisms and Robotics
- Vol. 16 (10) , 1-13
Singularity Analysis of Actuation Coordination and New Indices for Optimal Design of Redundantly Actuated Parallel Manipulators
This paper focuses on the singularity of actuation coordination of redundantly actuated parallel manipulators and proposes a series of novel indices to evaluate the actuation coordination. The singularity is analyzed based on the coordinated dynamics model and divided into two categories: input singularity and output singularity. Influences of the singularity on the control performance of redundantly actuated parallel manipulators are studied with mechanisms 2RPU + 2UPR + RPR and 3RPR. Local and global performance indices of redundantly actuated parallel manipulators with actuation coordination are put forward, and the dimension optimization method considering the proposed indices is studied based on mechanism 6RPS. The research of this article possesses good reference significance for the performance analysis and control application of redundantly actuated parallel manipulators.
- Open Access
- 5 January 2024
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 14, 1289064
Research on the impact of the socio-educational environment on the academic performance of college students: the mediating role of study motivation
Background: Enhancing the academic performance (AP) of college students can contribute to the overall scientific literacy among this population, thereby fostering societal progress.Objective: The study investigates the correlation between college students’ AP and the socio-educational environment (SEE, including family, roommates, and teachers), study motivation (SM, including self-efficacy and study behaviors). Based on the research findings, recommendations are offered to students, educators, and school administrators.Settings: Utilizing a stratified sampling approach, data was collected by selecting a sample of 330 first-year computer science students from a specific local university in Hebei Province, China.Methods: Data will be collected through a hierarchical sampling method. Using correlation analysis, difference analysis, and structural equation modeling (SEM) as data analysis methods. The data passed reliability and validity analysis (Cronbach’s Alpha = 0.88, KMO = 0.88, χ2/df = 1.49RMSEA = 0.04).Results: The independent sample T-test results showed that female students had higher academic performance than male students (p < 0.001), and there was no significant difference in academic performance between students from single parent or orphan families and students from normal families (p = 0.14), from non urban areas and from urban areas (p = 0.67). The results of the mediating effect analysis indicate that SM exerts complete mediation in the association between SEE and AP, with a mediating effect value of 0.18.Conclusion: The educational disparity between urban and rural areas in China is gradually narrowing. Support policies for students from impoverished families in higher education institutions are showing initial effectiveness. The conducive learning environment and educational atmosphere for students can indirectly influence their psychological state, thus impacting their academic performance during their university years.
- 5 January 2024
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 14, 1289064
Open AccessResearch on the impact of the socio-educational environment on the academic performance of college students: the mediating role of study motivation
Background: Enhancing the academic performance (AP) of college students can contribute to the overall scientific literacy among this population, thereby fostering societal progress.Objective: The study investigates the correlation between college students’ AP and the socio-educational environment (SEE, including family, roommates, and teachers), study motivation (SM, including self-efficacy and study behaviors). Based on the research findings, recommendations are offered to students, educators, and school administrators.Settings: Utilizing a stratified sampling approach, data was collected by selecting a sample of 330 first-year computer science students from a specific local university in Hebei Province, China.Methods: Data will be collected through a hierarchical sampling method. Using correlation analysis, difference analysis, and structural equation modeling (SEM) as data analysis methods. The data passed reliability and validity analysis (Cronbach’s Alpha = 0.88, KMO = 0.88, χ2/df = 1.49RMSEA = 0.04).Results: The independent sample T-test results showed that female students had higher academic performance than male students (p < 0.001), and there was no significant difference in academic performance between students from single parent or orphan families and students from normal families (p = 0.14), from non urban areas and from urban areas (p = 0.67). The results of the mediating effect analysis indicate that SM exerts complete mediation in the association between SEE and AP, with a mediating effect value of 0.18.Conclusion: The educational disparity between urban and rural areas in China is gradually narrowing. Support policies for students from impoverished families in higher education institutions are showing initial effectiveness. The conducive learning environment and educational atmosphere for students can indirectly influence their psychological state, thus impacting their academic performance during their university years.
- 11 December 2023
- Published by ASME International in Journal of Mechanisms and Robotics
- Vol. 16 (8) , 1-13
Kinematic Performance Analysis and Dimensional Optimization of New Symmetric Parallel Mechanism 6RPS With Multi-Redundant Actuations
A novel symmetric parallel mechanism 6RPS with multi-redundant actuations is proposed in this paper, which possesses two rotational and one translational degrees-of-freedom. Motion and constraint screw systems of this mechanism are established and then character of the freedom is analyzed. Transmission performance indexes are established, and dimension optimization is operated by considering the distribution of transmission performance. Whole high-performance workspace and performance distribution are analyzed with optimal dimension. Motion interference condition of the mechanism is studied, and accessible posture spaces are analyzed by combining joint space restriction. A comprehensive performance comparison with a counterpart configuration is exhibited. Research results of this paper are of reference significance for both the research of parallel mechanism with two rotational and one translational degrees-of-freedom, and the application of mechanism 6RPS.
- 11 December 2023
- Published by ASME International in Journal of Mechanisms and Robotics
- Vol. 16 (8) , 1-13
Kinematic Performance Analysis and Dimensional Optimization of New Symmetric Parallel Mechanism 6RPS With Multi-Redundant Actuations
A novel symmetric parallel mechanism 6RPS with multi-redundant actuations is proposed in this paper, which possesses two rotational and one translational degrees-of-freedom. Motion and constraint screw systems of this mechanism are established and then character of the freedom is analyzed. Transmission performance indexes are established, and dimension optimization is operated by considering the distribution of transmission performance. Whole high-performance workspace and performance distribution are analyzed with optimal dimension. Motion interference condition of the mechanism is studied, and accessible posture spaces are analyzed by combining joint space restriction. A comprehensive performance comparison with a counterpart configuration is exhibited. Research results of this paper are of reference significance for both the research of parallel mechanism with two rotational and one translational degrees-of-freedom, and the application of mechanism 6RPS.