Pub Date : 2024-05-09DOI: 10.1016/j.mechatronics.2024.103193
Yushu Yu , Hu Liu , Tonghuan Ding , Yi Yang
The planar tape-spring hyper-redundant manipulator presented in this paper is mainly constructed from tape springs, fixed-drive components, and mobile-drive components. It not only has high robustness and excellent transformability, but also high packaging efficiency. However, when the manipulator extends to a long range in motion experiments, some segments of the tape springs buckle. To address this drawback, a kinematic model of the planar tape-spring hyper-redundant manipulator is established, and, a configuration planning method based on a virtual spring model is proposed to solve the inverse kinematics problem. To enhance stability, the column stability is then incorporated into the configuration planning model. This approach relies on only configuration planning to prevent buckling. An alternative approach of adding auxiliary rods into the manipulator is also proposed. With this method, extra intermediate supports have been added to the manipulator. The effective column length of some segments is shortened, which effectively increases the critical buckling load of those segments of the tape spring. Finally, a prototype was subjected to motion and stability experiments to validate the presented approaches and analysis.
{"title":"Improving the stability of a planar tape-spring hyper-redundant manipulator","authors":"Yushu Yu , Hu Liu , Tonghuan Ding , Yi Yang","doi":"10.1016/j.mechatronics.2024.103193","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103193","url":null,"abstract":"<div><p>The planar tape-spring hyper-redundant manipulator presented in this paper is mainly constructed from tape springs, fixed-drive components, and mobile-drive components. It not only has high robustness and excellent transformability, but also high packaging efficiency. However, when the manipulator extends to a long range in motion experiments, some segments of the tape springs buckle. To address this drawback, a kinematic model of the planar tape-spring hyper-redundant manipulator is established, and, a configuration planning method based on a virtual spring model is proposed to solve the inverse kinematics problem. To enhance stability, the column stability is then incorporated into the configuration planning model. This approach relies on only configuration planning to prevent buckling. An alternative approach of adding auxiliary rods into the manipulator is also proposed. With this method, extra intermediate supports have been added to the manipulator. The effective column length of some segments is shortened, which effectively increases the critical buckling load of those segments of the tape spring. Finally, a prototype was subjected to motion and stability experiments to validate the presented approaches and analysis.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"101 ","pages":"Article 103193"},"PeriodicalIF":3.3,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140909945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-27DOI: 10.1016/j.mechatronics.2024.103192
Fengxu Wang , Haodai Dong , Lei Yan , Wenfu Xu , Bin Liang
A cable-driven manipulator demonstrates significant application in cramped environments, such as space maintenance and equipment monitoring, owing to its slender body and excellent flexibility. However, in traditional designs, the mapping between the operational space and the joint space is nonlinear and non-consistent, and the driving cables are also coupled. Consequently, the kinematics and dynamics become highly complex, posing challenges in enhancing efficiency and precision in trajectory planning and control. This paper introduces a novel linear decoupling cable-driven manipulator with independent driving joints. Two sets of nonlinear transmission mechanisms are designed and serially connected to form an equivalent linear transmission mechanism. This arrangement establishes a proportional relationship between the motor angle and joint angle, with the proportionality coefficient representing the equivalent transmission ratio. Moreover, a two-way wire-pulling mechanism is designed to achieve one-to-one driving between the motor and the joint. The nonlinear coupling problem between driving cables is solved by connecting the driving cable to the target joint through a constant-length cable sleeve. Based on the aforementioned design, the linear and consistent mapping between the operational space and the joint space is realized, significantly simplifying the kinematic model. Prototype experiments validate the manipulator's extensive range of motion and high motion accuracy.
{"title":"Development of a linear decoupling cable-driven manipulator with independent driving joints,","authors":"Fengxu Wang , Haodai Dong , Lei Yan , Wenfu Xu , Bin Liang","doi":"10.1016/j.mechatronics.2024.103192","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103192","url":null,"abstract":"<div><p>A cable-driven manipulator demonstrates significant application in cramped environments, such as space maintenance and equipment monitoring, owing to its slender body and excellent flexibility. However, in traditional designs, the mapping between the operational space and the joint space is nonlinear and non-consistent, and the driving cables are also coupled. Consequently, the kinematics and dynamics become highly complex, posing challenges in enhancing efficiency and precision in trajectory planning and control. This paper introduces a novel linear decoupling cable-driven manipulator with independent driving joints. Two sets of nonlinear transmission mechanisms are designed and serially connected to form an equivalent linear transmission mechanism. This arrangement establishes a proportional relationship between the motor angle and joint angle, with the proportionality coefficient representing the equivalent transmission ratio. Moreover, a two-way wire-pulling mechanism is designed to achieve one-to-one driving between the motor and the joint. The nonlinear coupling problem between driving cables is solved by connecting the driving cable to the target joint through a constant-length cable sleeve. Based on the aforementioned design, the linear and consistent mapping between the operational space and the joint space is realized, significantly simplifying the kinematic model. Prototype experiments validate the manipulator's extensive range of motion and high motion accuracy.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103192"},"PeriodicalIF":3.3,"publicationDate":"2024-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140807258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-26DOI: 10.1016/j.mechatronics.2024.103191
M.S. Chaudhry , A. Czekanski
In recent years, there has been significant progress in developing specialized 3D printing techniques that cater to various demanding applications. However, the current state of this technology is challenged when it comes to complex in situ printing scenarios, which require a controlled printing platform. The lack of a stable printing platform is a fundamental limitation of its use in in situ applications. To address this issue, we present a novel platform-independent 3D fabrication process that enables printing on platforms with non-cooperative movement. The process overcomes the challenge of high-speed tracking, motion compensation, and real-time printing by developing a closed-loop visual feedback-controlled robotic printing process. The proposed process incorporates a marker-based visual detection and tracking controller setup, which is discussed in detail. The algorithm consists of two loops running asynchronously: a high-speed inner control loop and an outer measurement loop. This setup enables precise and accurate tracking of the printing platform, compensating for any disturbances during the printing process. Our experimental results demonstrate the successful printing of simple linear geometries, even with low-disturbing platform velocities. Moreover, the tracking controllers' ability to handle measurement occlusion is validated, showing the proposed process's robustness and effectiveness. Our work provides a significant step towards enabling 3D printing in complex in situ printing scenarios.
近年来,在开发满足各种苛刻应用的专业 3D 打印技术方面取得了重大进展。然而,当涉及复杂的原位打印场景时,这项技术的现状却面临挑战,因为这种场景需要一个可控的打印平台。缺乏稳定的打印平台是限制其原位应用的根本原因。为了解决这个问题,我们提出了一种新型的独立于平台的三维制造工艺,可以在不合作运动的平台上进行打印。该工艺通过开发闭环视觉反馈控制机器人打印工艺,克服了高速跟踪、运动补偿和实时打印等难题。我们将详细讨论拟议流程中基于标记的视觉检测和跟踪控制器设置。该算法由两个异步运行的回路组成:一个高速内控制回路和一个外测量回路。这种设置能够精确地跟踪打印平台,补偿打印过程中的任何干扰。我们的实验结果表明,即使在平台速度干扰较小的情况下,也能成功打印出简单的线性几何图形。此外,跟踪控制器处理测量遮挡的能力也得到了验证,显示了所建议流程的鲁棒性和有效性。我们的工作为在复杂的现场打印场景中实现 3D 打印迈出了重要一步。
{"title":"Visual control for robotic 3D printing on a moving platform","authors":"M.S. Chaudhry , A. Czekanski","doi":"10.1016/j.mechatronics.2024.103191","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103191","url":null,"abstract":"<div><p>In recent years, there has been significant progress in developing specialized 3D printing techniques that cater to various demanding applications. However, the current state of this technology is challenged when it comes to complex in situ printing scenarios, which require a controlled printing platform. The lack of a stable printing platform is a fundamental limitation of its use in in situ applications. To address this issue, we present a novel platform-independent 3D fabrication process that enables printing on platforms with non-cooperative movement. The process overcomes the challenge of high-speed tracking, motion compensation, and real-time printing by developing a closed-loop visual feedback-controlled robotic printing process. The proposed process incorporates a marker-based visual detection and tracking controller setup, which is discussed in detail. The algorithm consists of two loops running asynchronously: a high-speed inner control loop and an outer measurement loop. This setup enables precise and accurate tracking of the printing platform, compensating for any disturbances during the printing process. Our experimental results demonstrate the successful printing of simple linear geometries, even with low-disturbing platform velocities. Moreover, the tracking controllers' ability to handle measurement occlusion is validated, showing the proposed process's robustness and effectiveness. Our work provides a significant step towards enabling 3D printing in complex in situ printing scenarios.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103191"},"PeriodicalIF":3.3,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0957415824000564/pdfft?md5=1147dcc9e0a38748f6f9768811eda691&pid=1-s2.0-S0957415824000564-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140650439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-17DOI: 10.1016/j.mechatronics.2024.103190
Markus Lukassek , Julian Dahlmann , Andreas Völz , Knut Graichen
This article presents an experimental validation of a model predictive path-following control algorithm (PF-MPC ) applied to a truck–trailer system, encompassing both forward and backward motions. The proposed controller is designed to precisely follow a predefined path generated by a path planner, with a designated guidance point positioned on either the truck or the trailer. The algorithm’s performance is assessed through implementation and validation on a model-scaled truck–trailer system, where MPC, state estimation, and low-level control are executed on a microcontroller (MCU ). The experimental results demonstrate the effectiveness of the proposed control approach in achieving highly accurate path-following performance, even when operating in the challenging context of unstable backward motion, and with the involvement of up to two trailers. Moreover, the successful implementation of the algorithm on a microcontroller underscores its suitability for real-time control applications. The results of this study collectively highlight the promising potential of the proposed control algorithm for practical utilization in autonomous driving systems.
{"title":"Model predictive path-following control for truck–trailer systems with specific guidance points — design and experimental validation","authors":"Markus Lukassek , Julian Dahlmann , Andreas Völz , Knut Graichen","doi":"10.1016/j.mechatronics.2024.103190","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103190","url":null,"abstract":"<div><p>This article presents an experimental validation of a model predictive path-following control algorithm (PF-MPC ) applied to a truck–trailer system, encompassing both forward and backward motions. The proposed controller is designed to precisely follow a predefined path generated by a path planner, with a designated guidance point positioned on either the truck or the trailer. The algorithm’s performance is assessed through implementation and validation on a model-scaled truck–trailer system, where MPC, state estimation, and low-level control are executed on a microcontroller (MCU ). The experimental results demonstrate the effectiveness of the proposed control approach in achieving highly accurate path-following performance, even when operating in the challenging context of unstable backward motion, and with the involvement of up to two trailers. Moreover, the successful implementation of the algorithm on a microcontroller underscores its suitability for real-time control applications. The results of this study collectively highlight the promising potential of the proposed control algorithm for practical utilization in autonomous driving systems.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103190"},"PeriodicalIF":3.3,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0957415824000552/pdfft?md5=4d6fa64b383ea463492a1c63ffef3d8b&pid=1-s2.0-S0957415824000552-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140557570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-13DOI: 10.1016/j.mechatronics.2024.103175
Antai Li, Datong Qin, Zheng Guo
Fluctuations in oil temperature, changes in friction plate temperature, and friction plate wear significantly influence the precision of torque control in wet clutches, consequently impacting vehicle launch and gear shift quality. In this study, we introduce a novel approach for estimating the dynamic friction coefficient of wet clutches and develop a feedforward torque controller tailored to dual-clutch transmissions. This controller adeptly compensates for the effects of oil temperature variations, friction plate temperature shifts, and wear. We also incorporated an observer for real-time estimation of clutch torque. The dynamic friction coefficient of the clutch is continuously estimated using models that account for the influence of oil temperature, friction plate temperature, and service mileage. Leveraging this estimated dynamic friction coefficient, the clutch torque is precisely controlled during slip engagement. Our co-simulation results affirm the accuracy of the controller presented in this paper. Even after changes in factors affecting friction coefficients, it consistently maintains control precision, surpassing non-adaptive controllers based on pressure-torque and pressure-speed difference-torque models. Bench testing further validates the controller's accuracy in torque control and its adaptability to fluctuations in oil temperature, friction plate temperature, and wear.
{"title":"Adaptive torque control of wet dual clutch based on dynamic friction coefficient estimation","authors":"Antai Li, Datong Qin, Zheng Guo","doi":"10.1016/j.mechatronics.2024.103175","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103175","url":null,"abstract":"<div><p>Fluctuations in oil temperature, changes in friction plate temperature, and friction plate wear significantly influence the precision of torque control in wet clutches, consequently impacting vehicle launch and gear shift quality. In this study, we introduce a novel approach for estimating the dynamic friction coefficient of wet clutches and develop a feedforward torque controller tailored to dual-clutch transmissions. This controller adeptly compensates for the effects of oil temperature variations, friction plate temperature shifts, and wear. We also incorporated an observer for real-time estimation of clutch torque. The dynamic friction coefficient of the clutch is continuously estimated using models that account for the influence of oil temperature, friction plate temperature, and service mileage. Leveraging this estimated dynamic friction coefficient, the clutch torque is precisely controlled during slip engagement. Our co-simulation results affirm the accuracy of the controller presented in this paper. Even after changes in factors affecting friction coefficients, it consistently maintains control precision, surpassing non-adaptive controllers based on pressure-torque and pressure-speed difference-torque models. Bench testing further validates the controller's accuracy in torque control and its adaptability to fluctuations in oil temperature, friction plate temperature, and wear.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103175"},"PeriodicalIF":3.3,"publicationDate":"2024-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140550842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In large-scale factories and warehouses, power-assisted carts are effective in transporting cargo to reduce the burden on workers. Herein, we developed a force-sensorless power-assisted cart system that can detect the operating force applied by the operator without using a force sensor and control the power-assisted drive. In this system, the operator directly grasps and operates the body of the cart, and the applied force is estimated from the cart body sway caused by the operation. The transport cart is controlled based on the estimated hand force. In such closed-loop systems formed by humans and machines, mechanical interactions affect the operability of the equipment. In this study, we experimentally verified the power-assisted manual operability of the proposed force-sensorless power-assisted transport cart. We examined the accuracy of the path tracking in manual operation experiments with 20 subjects and analyzed the results of the subjective evaluation. Based on the experimental results, the influence of the control parameters on operability was considered, and design guidelines were presented.
{"title":"Operability evaluation of manual operation control for force-sensorless power-assist transport cart","authors":"Ryuki Sato , Ryuga Nishida , Susumu Hara , Hiroyuki Okuda , Mitsuru Nagatsuka , Masahiko Tsuji , Tatsuya Suzuki","doi":"10.1016/j.mechatronics.2024.103189","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103189","url":null,"abstract":"<div><p>In large-scale factories and warehouses, power-assisted carts are effective in transporting cargo to reduce the burden on workers. Herein, we developed a force-sensorless power-assisted cart system that can detect the operating force applied by the operator without using a force sensor and control the power-assisted drive. In this system, the operator directly grasps and operates the body of the cart, and the applied force is estimated from the cart body sway caused by the operation. The transport cart is controlled based on the estimated hand force. In such closed-loop systems formed by humans and machines, mechanical interactions affect the operability of the equipment. In this study, we experimentally verified the power-assisted manual operability of the proposed force-sensorless power-assisted transport cart. We examined the accuracy of the path tracking in manual operation experiments with 20 subjects and analyzed the results of the subjective evaluation. Based on the experimental results, the influence of the control parameters on operability was considered, and design guidelines were presented.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103189"},"PeriodicalIF":3.3,"publicationDate":"2024-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140550843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-11DOI: 10.1016/j.mechatronics.2024.103183
Xin Wang , Jing Zhao , Ziqiang Zhang
Mimicry-based teleoperation has been widely used in various fields due to its superior scalability. Converting the mapping information of the human arm to the robotic arm is a key problem in teleoperation. However, existing methods only study how to map the motion information but do not consider the performance of the robotic arm after mapping, which often leads to task failure due to the substandard performance of the robotic arm. Therefore, for a class of robotic arms with wrist structures, a new kinematic mapping method is proposed to enable the robotic arm to meet the requirements of the index in real-time. First, an index space module is built to efficiently solve the index space containing all mapping information and indexes. Then, the mapping model solving module is established, which can make the robotic arm meet the index requirements when following the human arm. On this basis, the kinematic mapping module is proposed to convert the mapping information into the joint angle of the robot arm. Finally, numerical simulations and physical prototype experiments are conducted to verify the effectiveness of the proposed method.
{"title":"Human–robot kinematic mapping method based on index constraint","authors":"Xin Wang , Jing Zhao , Ziqiang Zhang","doi":"10.1016/j.mechatronics.2024.103183","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103183","url":null,"abstract":"<div><p>Mimicry-based teleoperation has been widely used in various fields due to its superior scalability. Converting the mapping information of the human arm to the robotic arm is a key problem in teleoperation. However, existing methods only study how to map the motion information but do not consider the performance of the robotic arm after mapping, which often leads to task failure due to the substandard performance of the robotic arm. Therefore, for a class of robotic arms with wrist structures, a new kinematic mapping method is proposed to enable the robotic arm to meet the requirements of the index in real-time. First, an index space module is built to efficiently solve the index space containing all mapping information and indexes. Then, the mapping model solving module is established, which can make the robotic arm meet the index requirements when following the human arm. On this basis, the kinematic mapping module is proposed to convert the mapping information into the joint angle of the robot arm. Finally, numerical simulations and physical prototype experiments are conducted to verify the effectiveness of the proposed method.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103183"},"PeriodicalIF":3.3,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140542987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-08DOI: 10.1016/j.mechatronics.2024.103187
Leontine Aarnoudse , Kevin Cox , Sjirk Koekebakker , Tom Oomen
The increasing complexity of next-generation mechatronic systems leads to different types of periodic disturbances, which require dedicated repetitive control strategies to attenuate. The aim of this paper is to develop a new repetitive control strategy to completely attenuate a periodic disturbance and a user-defined number of relevant higher harmonics with limited memory usage. To this end, a multirate repetitive controller is developed, which combines a buffer at a reduced sampling rate with learning and robustness filters at the original sampling rate of the system. This leads to a linear periodic time-varying system, for which convergence conditions are developed. The method is implemented on an industrial print-belt system, demonstrating that it can match the performance of traditional repetitive control while significantly reducing the memory usage.
{"title":"Multirate repetitive control for an industrial print-belt system","authors":"Leontine Aarnoudse , Kevin Cox , Sjirk Koekebakker , Tom Oomen","doi":"10.1016/j.mechatronics.2024.103187","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103187","url":null,"abstract":"<div><p>The increasing complexity of next-generation mechatronic systems leads to different types of periodic disturbances, which require dedicated repetitive control strategies to attenuate. The aim of this paper is to develop a new repetitive control strategy to completely attenuate a periodic disturbance and a user-defined number of relevant higher harmonics with limited memory usage. To this end, a multirate repetitive controller is developed, which combines a buffer at a reduced sampling rate with learning and robustness filters at the original sampling rate of the system. This leads to a linear periodic time-varying system, for which convergence conditions are developed. The method is implemented on an industrial print-belt system, demonstrating that it can match the performance of traditional repetitive control while significantly reducing the memory usage.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103187"},"PeriodicalIF":3.3,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0957415824000527/pdfft?md5=44c04d9bf7673c3acd557d08be69d3bc&pid=1-s2.0-S0957415824000527-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140534890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-06DOI: 10.1016/j.mechatronics.2024.103184
Christyan Cruz Ulloa, Javier Álvarez, Jaime del Cerro, Antonio Barrientos
Exploring tasks in unknown environments has become a relevant search and rescue robotics approach. Ground robots are a better alternative to rescuers for first exploration. However, exploration progress is often limited by uneven terrains that exceed the kinematic capabilities of robots, including those with complex locomotion systems. This work proposes an innovative solution based on collaborative behaviours to overcome even terrains. A method employing two collaborative robots designed to operate in a marsupial configuration to surmount uneven terrains has been implemented. These robots, denoted as R1 (enhanced with a mobile ramp) and R2 (serving as an explorer), interact synergistically to expand the explored area autonomously. A state machine has been implemented to manage the progression of the mission, based on a perception (RGB-D) system, for both decision-making and autonomous execution of the process. In the initial stage, the terrain and ascent zones to be explored are characterized using point clouds and unsupervised learning. Subsequently, the second stage manages the interaction between the robots by controlling the R2 ascent through the R1 ramp using artificial vision algorithms and beacons. Outdoor tests have been performed to validate the method. The main results show an effectiveness of 95% in automatically identifying access zones.
{"title":"Vision-based collaborative robots for exploration in uneven terrains","authors":"Christyan Cruz Ulloa, Javier Álvarez, Jaime del Cerro, Antonio Barrientos","doi":"10.1016/j.mechatronics.2024.103184","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103184","url":null,"abstract":"<div><p>Exploring tasks in unknown environments has become a relevant search and rescue robotics approach. Ground robots are a better alternative to rescuers for first exploration. However, exploration progress is often limited by uneven terrains that exceed the kinematic capabilities of robots, including those with complex locomotion systems. This work proposes an innovative solution based on collaborative behaviours to overcome even terrains. A method employing two collaborative robots designed to operate in a marsupial configuration to surmount uneven terrains has been implemented. These robots, denoted as R1 (enhanced with a mobile ramp) and R2 (serving as an explorer), interact synergistically to expand the explored area autonomously. A state machine has been implemented to manage the progression of the mission, based on a perception (RGB-D) system, for both decision-making and autonomous execution of the process. In the initial stage, the terrain and ascent zones to be explored are characterized using point clouds and unsupervised learning. Subsequently, the second stage manages the interaction between the robots by controlling the R2 ascent through the R1 ramp using artificial vision algorithms and beacons. Outdoor tests have been performed to validate the method. The main results show an effectiveness of 95% in automatically identifying access zones.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103184"},"PeriodicalIF":3.3,"publicationDate":"2024-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0957415824000497/pdfft?md5=3e977abec64397f2b2ef755491983601&pid=1-s2.0-S0957415824000497-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140533511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-04DOI: 10.1016/j.mechatronics.2024.103188
Yida Guo , Yang Tian , Haoping Wang , Shuaishuai Han
In this paper, a novel adaptive hybrid-mode assist-as-needed (AHMAAN) control algorithm is designed for the exoskeleton-assisted upper limb rehabilitation training. The overall control framework includes an outer control loop to calculate the required interaction force, and an inner control loop to drive the exoskeleton track subject’s motion, and provide specific target interaction force obtained from the outer control loop. In the outer control loop, a hybrid control mode is proposed, which consists of resistive mode and assistive mode. In this regard, a virtual tunnel is firstly established around the defined training task path, and the training mode is switched according to the deviation between the subject’s position and the boundary of the virtual tunnel. Furthermore, for tuning the strength of the resistance or assistance to the subjects with different motor capabilities, two adjustable gain factors are designed, whose values are adaptively adjusted according to the subject’s training performance by using a fuzzy logic. Then, for the inner control loop, a barrier Lyapunov function-based controller is designed to constrain exoskeleton tracking errors within the defined boundary. Meanwhile, time delay estimation (TDE) technology is used to estimate the uncertain terms of the system, and a robust adaption law is developed to compensate TDE error. Experimental tests have been performed on an upper limb exoskeleton with three healthy subjects to evaluate the effectiveness of the developed method. The results show that the proposed control scheme can be effectively applied in a variety of rehabilitation requirements and achieves better training performance than classical hybrid-mode assist-as-needed control method.
{"title":"Adaptive hybrid-mode assist-as-needed control of upper limb exoskeleton for rehabilitation training","authors":"Yida Guo , Yang Tian , Haoping Wang , Shuaishuai Han","doi":"10.1016/j.mechatronics.2024.103188","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103188","url":null,"abstract":"<div><p>In this paper, a novel adaptive hybrid-mode assist-as-needed (AHMAAN) control algorithm is designed for the exoskeleton-assisted upper limb rehabilitation training. The overall control framework includes an outer control loop to calculate the required interaction force, and an inner control loop to drive the exoskeleton track subject’s motion, and provide specific target interaction force obtained from the outer control loop. In the outer control loop, a hybrid control mode is proposed, which consists of resistive mode and assistive mode. In this regard, a virtual tunnel is firstly established around the defined training task path, and the training mode is switched according to the deviation between the subject’s position and the boundary of the virtual tunnel. Furthermore, for tuning the strength of the resistance or assistance to the subjects with different motor capabilities, two adjustable gain factors are designed, whose values are adaptively adjusted according to the subject’s training performance by using a fuzzy logic. Then, for the inner control loop, a barrier Lyapunov function-based controller is designed to constrain exoskeleton tracking errors within the defined boundary. Meanwhile, time delay estimation (TDE) technology is used to estimate the uncertain terms of the system, and a robust adaption law is developed to compensate TDE error. Experimental tests have been performed on an upper limb exoskeleton with three healthy subjects to evaluate the effectiveness of the developed method. The results show that the proposed control scheme can be effectively applied in a variety of rehabilitation requirements and achieves better training performance than classical hybrid-mode assist-as-needed control method.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"100 ","pages":"Article 103188"},"PeriodicalIF":3.3,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140344299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}