Pub Date : 2025-12-11DOI: 10.1016/j.mechmachtheory.2025.106316
Bo Wang , Qing Wu , Hailiang Yu , Weihua Ma , Feng Lin , Xiangyu Li , Xueqiang Zhang
To analyze the derailment mechanism of a subway train under air spring failure conditions and to identify improvement measures, this study first establishes a dynamic train model according to the actual train formation. Subsequently, equivalent models for air spring failure are introduced. Finally, based on wheel–rail derailment theory and vehicle system dynamics, a comparative analysis is conducted under both normal (inflated) and failed air spring conditions to investigate key factors influencing the derailment mechanism. Corresponding improvement measures are then proposed. The results indicate that: (1) with air spring failure, curve transition derails the train; (2) multiple factors can effectively lower derailment risks; (3) large lateral creep force and attack angle are not necessary conditions for flange climbing; and (4) installing guard rails at curve exits and applying lubrication to the rails can effectively reduce flange climbing risk under air spring failure. This study provides valuable insights for subway track design and for mitigating derailment risks in the event of air spring failure.
{"title":"Derailment mechanism analysis of subway vehicles under air spring failure","authors":"Bo Wang , Qing Wu , Hailiang Yu , Weihua Ma , Feng Lin , Xiangyu Li , Xueqiang Zhang","doi":"10.1016/j.mechmachtheory.2025.106316","DOIUrl":"10.1016/j.mechmachtheory.2025.106316","url":null,"abstract":"<div><div>To analyze the derailment mechanism of a subway train under air spring failure conditions and to identify improvement measures, this study first establishes a dynamic train model according to the actual train formation. Subsequently, equivalent models for air spring failure are introduced. Finally, based on wheel–rail derailment theory and vehicle system dynamics, a comparative analysis is conducted under both normal (inflated) and failed air spring conditions to investigate key factors influencing the derailment mechanism. Corresponding improvement measures are then proposed. The results indicate that: (1) with air spring failure, curve transition derails the train; (2) multiple factors can effectively lower derailment risks; (3) large lateral creep force and attack angle are not necessary conditions for flange climbing; and (4) installing guard rails at curve exits and applying lubrication to the rails can effectively reduce flange climbing risk under air spring failure. This study provides valuable insights for subway track design and for mitigating derailment risks in the event of air spring failure.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106316"},"PeriodicalIF":4.5,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145737135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-10DOI: 10.1016/j.mechmachtheory.2025.106315
Madalena Antunes, João Folgado, Carlos Quental
The formulation of rotational driving constraints using angular variables (angle-based formulation) may introduce numerical instabilities and redundancy among kinematic constraints, which can compromise the robustness of multibody analyses. This study proposes an alternative Euler-based formulation, in which Euler parameters, describing the relative orientation between joint-connected bodies, are used to define rotational driving constraints. This formulation avoids singularities, enables full range of motion evaluation, and eliminates redundancy. Both angled-based and Euler-based formulations were applied to different joints within both open and closed kinematic chains using an in-house multibody model of the human body. Kinematic and inverse dynamic analyses were conducted across several movements from multiple subjects, and the results were compared between the two formulations and literature data. The Euler-based formulation provided independent kinematic constraints and showed good agreement with joint kinematics and torques from established methods. In addition, it improved computational efficiency. Overall, the use of Euler parameters offers a robust and efficient alternative to angle-based formulations for rotational driving constraints in multibody system dynamics.
{"title":"Driving rotational motion with Euler parameters: a constraint formulation for multibody systems","authors":"Madalena Antunes, João Folgado, Carlos Quental","doi":"10.1016/j.mechmachtheory.2025.106315","DOIUrl":"10.1016/j.mechmachtheory.2025.106315","url":null,"abstract":"<div><div>The formulation of rotational driving constraints using angular variables (angle-based formulation) may introduce numerical instabilities and redundancy among kinematic constraints, which can compromise the robustness of multibody analyses. This study proposes an alternative Euler-based formulation, in which Euler parameters, describing the relative orientation between joint-connected bodies, are used to define rotational driving constraints. This formulation avoids singularities, enables full range of motion evaluation, and eliminates redundancy. Both angled-based and Euler-based formulations were applied to different joints within both open and closed kinematic chains using an in-house multibody model of the human body. Kinematic and inverse dynamic analyses were conducted across several movements from multiple subjects, and the results were compared between the two formulations and literature data. The Euler-based formulation provided independent kinematic constraints and showed good agreement with joint kinematics and torques from established methods. In addition, it improved computational efficiency. Overall, the use of Euler parameters offers a robust and efficient alternative to angle-based formulations for rotational driving constraints in multibody system dynamics.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106315"},"PeriodicalIF":4.5,"publicationDate":"2025-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145737134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-06DOI: 10.1016/j.mechmachtheory.2025.106306
Jun Cai , Wang Yu , Bing Li , Sen Wang , Fujun Peng
This paper presents a general type synthesis methodology for reconfigurable single-loop mechanisms (RSLMs). Unlike conventional approaches that derive RSLMs from classical configurations, this study investigates constraint system variations during transitional configurations of RSLMs. When the RSLM is in transitional configuration, the order of wrench systems reaches its peak. Utilizing this characteristic, we categorize wrench systems according to their order and type, then construct the original single-loop mechanism through the closure of the corresponding wrench system's open-loop kinematic chains. Subsequently, while maintaining the original wrench system configuration, kinematic pairs are added. Further analysis of inactive joints and mechanism reconfiguration characteristics, the optimized RSLM configuration is synthesized. The proposed method generates more generalized RSLM configurations and ensures that the RSLM created is in transitional configurations, thereby facilitating subsequent motion pattern analysis. As validation, multiple novel 6R and 7R RSLMs with single DOF reconfigurability have been successfully synthesized, demonstrating the method's feasibility and effectiveness. Finally, optimization strategies for eliminating inactive joints and structural refinement are proposed. Two application-oriented prototypes are presented to exemplify the practical potential of the synthesized RSLMs.
{"title":"Type synthesis of reconfigurable single-loop mechanisms based on transitional configurations","authors":"Jun Cai , Wang Yu , Bing Li , Sen Wang , Fujun Peng","doi":"10.1016/j.mechmachtheory.2025.106306","DOIUrl":"10.1016/j.mechmachtheory.2025.106306","url":null,"abstract":"<div><div>This paper presents a general type synthesis methodology for reconfigurable single-loop mechanisms (RSLMs). Unlike conventional approaches that derive RSLMs from classical configurations, this study investigates constraint system variations during transitional configurations of RSLMs. When the RSLM is in transitional configuration, the order of wrench systems reaches its peak. Utilizing this characteristic, we categorize wrench systems according to their order and type, then construct the original single-loop mechanism through the closure of the corresponding wrench system's open-loop kinematic chains. Subsequently, while maintaining the original wrench system configuration, kinematic pairs are added. Further analysis of inactive joints and mechanism reconfiguration characteristics, the optimized RSLM configuration is synthesized. The proposed method generates more generalized RSLM configurations and ensures that the RSLM created is in transitional configurations, thereby facilitating subsequent motion pattern analysis. As validation, multiple novel 6R and 7R RSLMs with single DOF reconfigurability have been successfully synthesized, demonstrating the method's feasibility and effectiveness. Finally, optimization strategies for eliminating inactive joints and structural refinement are proposed. Two application-oriented prototypes are presented to exemplify the practical potential of the synthesized RSLMs.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106306"},"PeriodicalIF":4.5,"publicationDate":"2025-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-04DOI: 10.1016/j.mechmachtheory.2025.106301
Min Liu , Liwen Lu , Jinqing Zhan , Benliang Zhu , Hua Wang , Xianmin Zhang
This paper proposes a single explicit topology optimization method based on the moving morphable component framework for the integrated design of the movable components and compliant mechanism. The core of this method lies in the unified use of explicit geometric parameters (size and pose) to describe the topological configuration and layout of the mechanism and embedded components, avoiding the model complexity and dual sensitivity analysis issues associated with hybrid description frameworks. Based on this unified description framework, a topological description function for the compliant mechanism with embedded components is constructed, and finite element analysis is performed using the ersatz material model. Under the volume constraint of the host structure, an optimization model is established with the goal of maximizing the output displacement. Sensitivity analysis is done analytically, and the design variables are updated using the method of moving asymptotes approach. Numerical examples verify the effectiveness of this method in the integrated design of embedded components and compliant mechanisms.
{"title":"Layout optimization of compliant mechanism with embedded components using moving morphable component (MMC) method","authors":"Min Liu , Liwen Lu , Jinqing Zhan , Benliang Zhu , Hua Wang , Xianmin Zhang","doi":"10.1016/j.mechmachtheory.2025.106301","DOIUrl":"10.1016/j.mechmachtheory.2025.106301","url":null,"abstract":"<div><div>This paper proposes a single explicit topology optimization method based on the moving morphable component framework for the integrated design of the movable components and compliant mechanism. The core of this method lies in the unified use of explicit geometric parameters (size and pose) to describe the topological configuration and layout of the mechanism and embedded components, avoiding the model complexity and dual sensitivity analysis issues associated with hybrid description frameworks. Based on this unified description framework, a topological description function for the compliant mechanism with embedded components is constructed, and finite element analysis is performed using the ersatz material model. Under the volume constraint of the host structure, an optimization model is established with the goal of maximizing the output displacement. Sensitivity analysis is done analytically, and the design variables are updated using the method of moving asymptotes approach. Numerical examples verify the effectiveness of this method in the integrated design of embedded components and compliant mechanisms.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106301"},"PeriodicalIF":4.5,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-04DOI: 10.1016/j.mechmachtheory.2025.106288
Shuai Zhang , Wei Li , Huayan Pu , Rui Chen , Jun He , Jun Luo
3-RRR spherical parallel mechanisms (SPMs) are capable of producing three-DOF spherical motion, which can find applications in various fields. This paper investigates the kinematics and workspace performance of a particular class of 3-RRR SPMs, characterized by coaxial input-joint axes, coplanar distal-joint axes, and six orthogonal links. First, two novel formulations are proposed for the forward kinematics (FK) of this robot class, both resulting in linear univariate polynomials that significantly streamline the FK formulation and reduce the computational complexity. Moreover, this robot class exhibits minimal and physically interpretable singularity loci in both the orientation workspace and the input joint space, greatly facilitating singularity avoidance and path planning. Furthermore, local and global dexterity indices are employed to analyze the mechanism’s performance, from which the architectural parameters yielding optimal dexterity are identified. Finally, the robot class demonstrates a considerably large tilt-torsion orientation workspace when the architectural parameters and link shapes are appropriately selected, allowing for infinite torsional motion when pointed within almost a hemisphere. The foregoing features make the robot class potentially promising in a wide range of applications.
{"title":"Closed-form forward kinematics, singularity, dexterity and workspace analyses of a special class of 3-RRR spherical parallel mechanisms","authors":"Shuai Zhang , Wei Li , Huayan Pu , Rui Chen , Jun He , Jun Luo","doi":"10.1016/j.mechmachtheory.2025.106288","DOIUrl":"10.1016/j.mechmachtheory.2025.106288","url":null,"abstract":"<div><div>3-<u>R</u>RR spherical parallel mechanisms (SPMs) are capable of producing three-DOF spherical motion, which can find applications in various fields. This paper investigates the kinematics and workspace performance of a particular class of 3-<u>R</u>RR SPMs, characterized by coaxial input-joint axes, coplanar distal-joint axes, and six orthogonal links. First, two novel formulations are proposed for the forward kinematics (FK) of this robot class, both resulting in linear univariate polynomials that significantly streamline the FK formulation and reduce the computational complexity. Moreover, this robot class exhibits minimal and physically interpretable singularity loci in both the orientation workspace and the input joint space, greatly facilitating singularity avoidance and path planning. Furthermore, local and global dexterity indices are employed to analyze the mechanism’s performance, from which the architectural parameters yielding optimal dexterity are identified. Finally, the robot class demonstrates a considerably large tilt-torsion orientation workspace when the architectural parameters and link shapes are appropriately selected, allowing for infinite torsional motion when pointed within almost a hemisphere. The foregoing features make the robot class potentially promising in a wide range of applications.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106288"},"PeriodicalIF":4.5,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-02DOI: 10.1016/j.mechmachtheory.2025.106302
Nils Brückmann , Christian Mirz , Mathias Hüsing , Yukio Takeda , Burkhard Corves
This paper proposes an optimal control approach to reduce frame vibrations in robotic pick and place tasks, caused by rapid acceleration and deceleration of the robot. The objective of the proposed optimal control approach is to determine time-optimal trajectories that cancel out residual frame vibrations after trajectory execution. The control problem is defined for a delta robot but can be adapted to any type of robot used for pick and place tasks. To solve the optimal control problem numerically, it is transformed into a nonlinear programming problem using the Legendre-Gauss-Lobatto collocation method. To validate the approach, experiments are conducted to compare the residual frame vibrations of optimized trajectories with typical pick and place trajectories. The novelty of the paper is the vibration reduction with an optimization-based approach on a complex multi-degree-of-freedom robot system whose dynamic parameters are identified with experimental data. In addition, a mathematical description of all constraints required for a robotic pick and place task is proposed for the optimization.
{"title":"Optimal control approach for trajectory determination to suppress residual frame vibrations of delta robots in pick and place tasks","authors":"Nils Brückmann , Christian Mirz , Mathias Hüsing , Yukio Takeda , Burkhard Corves","doi":"10.1016/j.mechmachtheory.2025.106302","DOIUrl":"10.1016/j.mechmachtheory.2025.106302","url":null,"abstract":"<div><div>This paper proposes an optimal control approach to reduce frame vibrations in robotic pick and place tasks, caused by rapid acceleration and deceleration of the robot. The objective of the proposed optimal control approach is to determine time-optimal trajectories that cancel out residual frame vibrations after trajectory execution. The control problem is defined for a delta robot but can be adapted to any type of robot used for pick and place tasks. To solve the optimal control problem numerically, it is transformed into a nonlinear programming problem using the Legendre-Gauss-Lobatto collocation method. To validate the approach, experiments are conducted to compare the residual frame vibrations of optimized trajectories with typical pick and place trajectories. The novelty of the paper is the vibration reduction with an optimization-based approach on a complex multi-degree-of-freedom robot system whose dynamic parameters are identified with experimental data. In addition, a mathematical description of all constraints required for a robotic pick and place task is proposed for the optimization.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106302"},"PeriodicalIF":4.5,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-02DOI: 10.1016/j.mechmachtheory.2025.106305
Bike Zhu, Jun He, Feng Gao
The exploration of challenging terrains requires robotic systems with advanced mobility and adaptability. However, maintaining stability and maneuverability while traversing obstacles remains a significant challenge for such systems. Redundantly actuated wheel-legged rovers present a promising solution by introducing additional degrees of actuation, enabling more optimized motion strategies and enhanced overall performance. This paper focuses on enhancing the obstacle-crossing capability of these systems by analyzing the dynamic stability criteria and actuation patterns, using the TAWL rover as demonstration. Firstly, the dynamic models of the TAWL rover’s individual leg and the whole body are established, and the dynamic stability criteria are introduced. Secondly, the actuation patterns of the redundant system are analyzed to identify feasible actuation patterns and evaluate associated energy consumption. Thirdly, enhanced obstacle-crossing strategies are proposed, consisting of two components: increasing the rover’s maximum obstacle-crossing height and improving its stability when traversing specific obstacles. Finally, the proposed method is validated on the TAWL rover. The results demonstrate that the proposed method enables the rover to achieve maximum obstacle-crossing height and exhibit superior stability margin while traversing obstacles.
{"title":"Enhanced obstacle-crossing capability of redundantly actuated wheel-legged robot through dynamic stability and actuation pattern analyses","authors":"Bike Zhu, Jun He, Feng Gao","doi":"10.1016/j.mechmachtheory.2025.106305","DOIUrl":"10.1016/j.mechmachtheory.2025.106305","url":null,"abstract":"<div><div>The exploration of challenging terrains requires robotic systems with advanced mobility and adaptability. However, maintaining stability and maneuverability while traversing obstacles remains a significant challenge for such systems. Redundantly actuated wheel-legged rovers present a promising solution by introducing additional degrees of actuation, enabling more optimized motion strategies and enhanced overall performance. This paper focuses on enhancing the obstacle-crossing capability of these systems by analyzing the dynamic stability criteria and actuation patterns, using the TAWL rover as demonstration. Firstly, the dynamic models of the TAWL rover’s individual leg and the whole body are established, and the dynamic stability criteria are introduced. Secondly, the actuation patterns of the redundant system are analyzed to identify feasible actuation patterns and evaluate associated energy consumption. Thirdly, enhanced obstacle-crossing strategies are proposed, consisting of two components: increasing the rover’s maximum obstacle-crossing height and improving its stability when traversing specific obstacles. Finally, the proposed method is validated on the TAWL rover. The results demonstrate that the proposed method enables the rover to achieve maximum obstacle-crossing height and exhibit superior stability margin while traversing obstacles.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106305"},"PeriodicalIF":4.5,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01DOI: 10.1016/j.mechmachtheory.2025.106303
Binbin Lian , Qiqi Dong , Xinming Huo , Zihou Yuan , Qi Li , Tao Sun
Mobile parallel robots, formed by mounting parallel mechanisms on AGVs, combine merits of both automatic transporting and high-precision operation of large-scale parts. Optimal design of mobile parallel robots faces two key challenges: (1) co-optimizing topology of AGV frame and dimension of parallel module, (2) difficulty in embedding domain knowledge to the conventional “black-box” optimization. To address these, we propose a knowledge-enhanced optimization framework. Kinematic, stiffness, and mass models of parallel module, as well as surrogate model of AGV frame are established. A knowledge base is built by explicit knowledge from engineering and knowledge extraction through cluster analysis. Hard and soft constraints are defined, in which soft constraints are embedded to objective. Initial population of optimization searching is determined by preference-domain cluster, and a knowledge-guided multi-objective algorithm is developed. Comparative study to the optimization without knowledge injection show that Pareto front solutions of our method concentrate densely in designer-preferred regions. It achieves 36.45 % higher preference-aligned performance and shows accelerated convergence with stabilized HV progression curves. The framework effectively addresses co-optimization challenges by knowledge fusion and preference guidance.
{"title":"Knowledge-enhanced optimization of a mobile parallel robot considering topological structure and dimensions","authors":"Binbin Lian , Qiqi Dong , Xinming Huo , Zihou Yuan , Qi Li , Tao Sun","doi":"10.1016/j.mechmachtheory.2025.106303","DOIUrl":"10.1016/j.mechmachtheory.2025.106303","url":null,"abstract":"<div><div>Mobile parallel robots, formed by mounting parallel mechanisms on AGVs, combine merits of both automatic transporting and high-precision operation of large-scale parts. Optimal design of mobile parallel robots faces two key challenges: (1) co-optimizing topology of AGV frame and dimension of parallel module, (2) difficulty in embedding domain knowledge to the conventional “black-box” optimization. To address these, we propose a knowledge-enhanced optimization framework. Kinematic, stiffness, and mass models of parallel module, as well as surrogate model of AGV frame are established. A knowledge base is built by explicit knowledge from engineering and knowledge extraction through cluster analysis. Hard and soft constraints are defined, in which soft constraints are embedded to objective. Initial population of optimization searching is determined by preference-domain cluster, and a knowledge-guided multi-objective algorithm is developed. Comparative study to the optimization without knowledge injection show that Pareto front solutions of our method concentrate densely in designer-preferred regions. It achieves 36.45 % higher preference-aligned performance and shows accelerated convergence with stabilized HV progression curves. The framework effectively addresses co-optimization challenges by knowledge fusion and preference guidance.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106303"},"PeriodicalIF":4.5,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Transformable robots with closed-chain mechanisms that exhibit underactuated and nonlinear dynamics pose a formidable challenge in gait planning. This paper introduces a two-stage reinforcement learning (RL) framework that bypasses the need for accurate system modeling to autonomously discover and refine locomotion gaits. We apply this method to an 8-bar single-loop transformable robot, whose kinematic analysis confirms its reconfigurability and variable degrees of freedom (DoF) nature. Our approach successfully generating two distinct and functional gaits: a stable peristaltic gait and a dynamic rolling gait that strategically leverages singular configurations. Extensive experiments on a physical prototype validate the gaits’ effectiveness across various terrains, with the robot achieving displacements of up to 870 mm at speeds of 8.7 mm/s. This work demonstrates a learning-based paradigm for planning complex locomotion in reconfigurable robotic systems.
{"title":"Design and reinforcement learning-based locomotion gait planning for an 8-bar single-loop transformable robot","authors":"Meng Zhao, Zoulang Qin, Wenxuan Cheng, Ruiming Li, Hui Yang, Yezhuo Li, Jianxu Wu","doi":"10.1016/j.mechmachtheory.2025.106304","DOIUrl":"10.1016/j.mechmachtheory.2025.106304","url":null,"abstract":"<div><div>Transformable robots with closed-chain mechanisms that exhibit underactuated and nonlinear dynamics pose a formidable challenge in gait planning. This paper introduces a two-stage reinforcement learning (RL) framework that bypasses the need for accurate system modeling to autonomously discover and refine locomotion gaits. We apply this method to an 8-bar single-loop transformable robot, whose kinematic analysis confirms its reconfigurability and variable degrees of freedom (DoF) nature. Our approach successfully generating two distinct and functional gaits: a stable peristaltic gait and a dynamic rolling gait that strategically leverages singular configurations. Extensive experiments on a physical prototype validate the gaits’ effectiveness across various terrains, with the robot achieving displacements of up to 870 mm at speeds of 8.7 mm/s. This work demonstrates a learning-based paradigm for planning complex locomotion in reconfigurable robotic systems.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106304"},"PeriodicalIF":4.5,"publicationDate":"2025-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-27DOI: 10.1016/j.mechmachtheory.2025.106296
Xinzi Li, Chaosheng Song, Hailan Song
To address the challenge of correlating tooth flank modification design with meshing performance in harmonic drives, this study proposes an optimization method for meshing characteristics based on the control of meshing backlash. First, geometric models of the flexspline (produced by hobbing) and circular spline (produced by power skiving) are established. Subsequently, a computational procedure for determining meshing backlash in harmonic drives, incorporating tooth flank modification, is developed based on kinematic modeling. Finite element analysis is then employed to investigate the relationship between tooth flank modification, backlash distribution, and contact characteristics. The results indicate that controlling the meshing backlash through tooth flank modification shifts the contact pattern on the flexspline tooth surface from the heel to the toe region, reducing the maximum contact pressure by approximately 33.75% under rated torque and 31.03% during start-stop torque. This approach effectively mitigates the stress concentration and uneven load distribution observed in zero-backlash modification designs.
{"title":"Flank modification and meshing analysis of harmonic drives with controlled backlash","authors":"Xinzi Li, Chaosheng Song, Hailan Song","doi":"10.1016/j.mechmachtheory.2025.106296","DOIUrl":"10.1016/j.mechmachtheory.2025.106296","url":null,"abstract":"<div><div>To address the challenge of correlating tooth flank modification design with meshing performance in harmonic drives, this study proposes an optimization method for meshing characteristics based on the control of meshing backlash. First, geometric models of the flexspline (produced by hobbing) and circular spline (produced by power skiving) are established. Subsequently, a computational procedure for determining meshing backlash in harmonic drives, incorporating tooth flank modification, is developed based on kinematic modeling. Finite element analysis is then employed to investigate the relationship between tooth flank modification, backlash distribution, and contact characteristics. The results indicate that controlling the meshing backlash through tooth flank modification shifts the contact pattern on the flexspline tooth surface from the heel to the toe region, reducing the maximum contact pressure by approximately 33.75% under rated torque and 31.03% during start-stop torque. This approach effectively mitigates the stress concentration and uneven load distribution observed in zero-backlash modification designs.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"219 ","pages":"Article 106296"},"PeriodicalIF":4.5,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145600394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}