首页 > 最新文献

Journal of Mechanisms and Robotics-Transactions of the Asme最新文献

英文 中文
KINEMATIC CONVEX COMBINATIONS OF MULTIPLE POSES OF A BOUNDED PLANAR OBJECT BASED ON AN AVERAGE-DISTANCE MINIMIZING MOTION SWEEP. 基于平均距离最小化运动扫描的有界平面物体多姿态的运动学凸组合。
IF 3.2 4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-11-01 Epub Date: 2025-08-04 DOI: 10.1115/1.4069154
Huan Liu, Qiaode Jeffrey Ge, Mark P Langer

Convex combination of points is a fundamental operation in computational geometry. By considering rigid-body displacements as points in the image spaces of planar quaternions, quaternions and dual quaternions, respectively, the notion of convexity in Euclidean three-space has been extended to kinematic convexity in S E ( 2 ) , S O ( 3 ) , and S E ( 3 ) in the context of computational kinematic geometry. This paper deals with computational kinematic geometry of bounded planar objects rather than that of infinitely large moving spaces. In this paper, we present a new formulation for kinematic convexity based on an average-distance minimizing motion sweep of a bounded planar object. The resulting 1-DOF motion sweep between two planar poses is represented as a convex combination in the configuration space defined by ( x , y , z ) where ( x , y ) is associated with the location of the centroid of the planar object and z = sin θ with θ being the angle of rotation. For three poses, a 2-DOF motion sweep is developed that not only minimizes the combined average squared distances but also attains a convex-combination representation so that existing algorithms for convex hull of points can be readily applied to the construction and analysis of kinematic convex hulls. This results in a new type of convex hull for planar kinematics such that its boundaries are defined by the average-distance minimizing sweeps of the bounded planar object.

点的凸组合是计算几何中的一个基本运算。通过将刚体位移分别考虑为平面四元数、四元数和对偶四元数图像空间中的点,欧几里得三维空间中的凸性概念已扩展到计算运动几何中se(2)、so(3)和se(3)的运动凸性。本文讨论的是有界平面物体的计算运动学几何,而不是无限大运动空间的计算运动学几何。本文基于有界平面物体的平均距离最小运动扫描,提出了求解运动凸性的新公式。由此产生的两个平面位姿之间的1-DOF运动扫描表示为(x, y, z)定义的位形空间中的凸组合,其中(x, y)与平面物体质心的位置有关,z = sin θ, θ为旋转角度。针对三个姿态,提出了一种二自由度运动扫描方法,该方法不仅使组合平均平方距离最小化,而且获得了一种凸组合表示,从而使现有的点凸包算法可以很容易地应用于运动学凸包的构建和分析。这导致了一种新的平面运动学凸体,其边界由有界平面物体的平均距离最小扫描来定义。
{"title":"KINEMATIC CONVEX COMBINATIONS OF MULTIPLE POSES OF A BOUNDED PLANAR OBJECT BASED ON AN AVERAGE-DISTANCE MINIMIZING MOTION SWEEP.","authors":"Huan Liu, Qiaode Jeffrey Ge, Mark P Langer","doi":"10.1115/1.4069154","DOIUrl":"10.1115/1.4069154","url":null,"abstract":"<p><p>Convex combination of points is a fundamental operation in computational geometry. By considering rigid-body displacements as points in the image spaces of planar quaternions, quaternions and dual quaternions, respectively, the notion of convexity in Euclidean three-space has been extended to kinematic convexity in <math><mi>S</mi> <mi>E</mi> <mo>(</mo> <mn>2</mn> <mo>)</mo> <mo>,</mo> <mi>S</mi> <mi>O</mi> <mo>(</mo> <mn>3</mn> <mo>)</mo></math> , and <math><mi>S</mi> <mi>E</mi> <mo>(</mo> <mn>3</mn> <mo>)</mo></math> in the context of computational kinematic geometry. This paper deals with computational kinematic geometry of bounded planar objects rather than that of infinitely large moving spaces. In this paper, we present a new formulation for kinematic convexity based on an average-distance minimizing motion sweep of a bounded planar object. The resulting 1-DOF motion sweep between two planar poses is represented as a convex combination in the configuration space defined by <math><mo>(</mo> <mi>x</mi> <mo>,</mo> <mi>y</mi> <mo>,</mo> <mi>z</mi> <mo>)</mo></math> where <math><mo>(</mo> <mi>x</mi> <mo>,</mo> <mi>y</mi> <mo>)</mo></math> is associated with the location of the centroid of the planar object and <math><mi>z</mi> <mo>=</mo> <mtext>sin</mtext> <mspace></mspace> <mi>θ</mi></math> with <math><mi>θ</mi></math> being the angle of rotation. For three poses, a 2-DOF motion sweep is developed that not only minimizes the combined average squared distances but also attains a convex-combination representation so that existing algorithms for convex hull of points can be readily applied to the construction and analysis of kinematic convex hulls. This results in a new type of convex hull for planar kinematics such that its boundaries are defined by the average-distance minimizing sweeps of the bounded planar object.</p>","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"17 11","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12349904/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144856880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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}
引用次数: 0
Parallel Mechanisms for Multiscale Motion Using Twisted Wire Actuation: Designing for Microworkspace and Dexterity. 采用绞丝驱动的多尺度运动并联机构:微工作空间和灵巧性设计。
IF 3.2 4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-11-01 Epub Date: 2025-08-04 DOI: 10.1115/1.4069155
Elan Z Ahronovich, Joshua H Turner, Nabil Simaan

This article presents an exploratory study of a new family of parallel mechanisms with multiscale (micro/macro) motion capabilities. These composite serial-in-parallel mechanisms use kinematic redundancy and two sets of macro and micro actuators to achieve multiscale motion. Use of twisted wire actuators (TWAs) is considered as a low-cost alternative for achieving micromotion. A kinematically redundant 3RRPR planar parallel robot is used as a case study for task-based design of these robots with considerations of macro and micromotion workspace, dexterity, minimal motion resolution, and end-effector error considering the use of low-cost TWAs for achieving micromotion. Task-based considerations for the microworkspace are used to illustrate the effect of the TWAs on the micromotion kinematics. An experimental study shows that, because of the use of TWAs, it is possible to achieve motion resolutions on the order of a few micrometers despite using low-cost manufacturing techniques and actuators. The use of TWAs is shown to also significantly alter the kinematic characteristics of the robot at the microscale. The modeling framework of this article can guide designers in key design considerations for parallel robots with multiscale motion capabilities. Results of this article can be used to guide users in the selection of TWAs and in determining the threshold when the robot should switch from macro to micromotion and to facilitate a smooth transition via redundancy resolution.

本文提出了一种具有多尺度(微/宏观)运动能力的新型并联机构的探索性研究。这种复合串并联机构利用运动冗余和两组宏微作动器实现多尺度运动。使用扭丝致动器(TWAs)被认为是实现微运动的低成本替代方案。以一种运动冗余3RRPR平面并联机器人为例,研究了基于任务的机器人设计,考虑了宏、微运动工作空间、灵巧性、最小运动分辨率和末端执行器误差,并考虑了使用低成本TWAs实现微运动。基于任务的微工作空间考虑用于说明twa对微运动运动学的影响。一项实验研究表明,由于twa的使用,尽管使用低成本的制造技术和执行器,但仍有可能实现几微米量级的运动分辨率。TWAs的使用也显示出在微观尺度上显著改变机器人的运动学特性。本文的建模框架可以指导设计人员对具有多尺度运动能力的并联机器人进行关键设计考虑。本文的结果可用于指导用户选择twa,确定机器人应从宏运动切换到微运动的阈值,并通过冗余分辨率促进平稳过渡。
{"title":"Parallel Mechanisms for Multiscale Motion Using Twisted Wire Actuation: Designing for Microworkspace and Dexterity.","authors":"Elan Z Ahronovich, Joshua H Turner, Nabil Simaan","doi":"10.1115/1.4069155","DOIUrl":"10.1115/1.4069155","url":null,"abstract":"<p><p>This article presents an exploratory study of a new family of parallel mechanisms with multiscale (micro/macro) motion capabilities. These composite serial-in-parallel mechanisms use kinematic redundancy and two sets of macro and micro actuators to achieve multiscale motion. Use of twisted wire actuators (TWAs) is considered as a low-cost alternative for achieving micromotion. A kinematically redundant 3RRPR planar parallel robot is used as a case study for task-based design of these robots with considerations of macro and micromotion workspace, dexterity, minimal motion resolution, and end-effector error considering the use of low-cost TWAs for achieving micromotion. Task-based considerations for the microworkspace are used to illustrate the effect of the TWAs on the micromotion kinematics. An experimental study shows that, because of the use of TWAs, it is possible to achieve motion resolutions on the order of a few micrometers despite using low-cost manufacturing techniques and actuators. The use of TWAs is shown to also significantly alter the kinematic characteristics of the robot at the microscale. The modeling framework of this article can guide designers in key design considerations for parallel robots with multiscale motion capabilities. Results of this article can be used to guide users in the selection of TWAs and in determining the threshold when the robot should switch from macro to micromotion and to facilitate a smooth transition via redundancy resolution.</p>","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"17 11","pages":"111009"},"PeriodicalIF":3.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12533833/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145330706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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}
引用次数: 0
The Variable Stiffness Treadmill 2: Development and Validation of a Unique Tool to Investigate Locomotion on Compliant Terrains. 可变刚度跑步机2:开发和验证一种独特的工具来研究柔顺地形上的运动。
IF 2.2 4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-03-01 Epub Date: 2024-09-03 DOI: 10.1115/1.4066173
Vaughn Chambers, Bradley Hobbs, William Gaither, Zachary Thé, Anthony Zhou, Chrysostomos Karakasis, Panagiotis Artemiadis

Understanding legged locomotion in various environments is valuable for many fields, including robotics, biomechanics, rehabilitation, and motor control. Specifically, investigating legged locomotion in compliant terrains has recently been gaining interest for the robust control of legged robots over natural environments. At the same time, the importance of ground compliance has also been highlighted in poststroke gait rehabilitation. Currently, there are not many ways to investigate walking surfaces of varying stiffness. This article introduces the variable stiffness treadmill (VST) 2, an improvement of the first version of the VST, which was the first treadmill able to vary belt stiffness. In contrast to the VST 1, the device presented in this paper (VST 2) can reduce the stiffness of both belts independently, by generating vertical deflection instead of angular, while increasing the walking surface area from 0.20 m2 to 0.74 m2. In addition, both treadmill belts are now driven independently, while high-spatial-resolution force sensors under each belt allow for measurement of ground reaction forces and center of pressure. Through validation experiments, the VST 2 displays high accuracy and precision. The VST 2 has a stiffness range of 13 kN/m to 1.5MN/m, error of less than 1%, and standard deviations of less than 2.2 kN/m, demonstrating its ability to simulate low-stiffness environments reliably. The VST 2 constitutes a drastic improvement of the VST platform, a one-of-its-kind system that can improve our understanding of human and robotic gait while creating new avenues of research on biped locomotion, athletic training, and rehabilitation of gait after injury or disease.

了解各种环境下的腿部运动对许多领域都很有价值,包括机器人、生物力学、康复和运动控制。具体来说,研究柔顺地形中的腿运动最近对腿机器人在自然环境中的鲁棒控制越来越感兴趣。与此同时,地面依从性在卒中后步态康复中的重要性也得到了强调。目前,研究变刚度行走曲面的方法并不多。本文介绍了可变刚度跑步机(VST) 2,这是VST第一版的改进,这是第一个能够改变皮带刚度的跑步机。与VST 1相比,本文提出的装置(VST 2)可以通过产生垂直挠度而不是角度挠度来独立降低两条皮带的刚度,同时将行走表面积从0.20 m2增加到0.74 m2。此外,两条跑步机皮带现在都是独立驱动的,而每条皮带下的高空间分辨率力传感器可以测量地面反作用力和压力中心。通过验证实验,VST 2显示出较高的准确度和精密度。VST 2的刚度范围为13 kN/m至1.5MN/m,误差小于1%,标准偏差小于2.2 kN/m,证明了其可靠模拟低刚度环境的能力。VST 2构成了VST平台的巨大改进,这是一种独一无二的系统,可以提高我们对人类和机器人步态的理解,同时为两足运动、运动训练和受伤或疾病后步态康复的研究创造了新的途径。
{"title":"The Variable Stiffness Treadmill 2: Development and Validation of a Unique Tool to Investigate Locomotion on Compliant Terrains.","authors":"Vaughn Chambers, Bradley Hobbs, William Gaither, Zachary Thé, Anthony Zhou, Chrysostomos Karakasis, Panagiotis Artemiadis","doi":"10.1115/1.4066173","DOIUrl":"10.1115/1.4066173","url":null,"abstract":"<p><p>Understanding legged locomotion in various environments is valuable for many fields, including robotics, biomechanics, rehabilitation, and motor control. Specifically, investigating legged locomotion in compliant terrains has recently been gaining interest for the robust control of legged robots over natural environments. At the same time, the importance of ground compliance has also been highlighted in poststroke gait rehabilitation. Currently, there are not many ways to investigate walking surfaces of varying stiffness. This article introduces the variable stiffness treadmill (VST) 2, an improvement of the first version of the VST, which was the first treadmill able to vary belt stiffness. In contrast to the VST 1, the device presented in this paper (VST 2) can reduce the stiffness of both belts independently, by generating vertical deflection instead of angular, while increasing the walking surface area from 0.20 m<sup>2</sup> to 0.74 m<sup>2</sup>. In addition, both treadmill belts are now driven independently, while high-spatial-resolution force sensors under each belt allow for measurement of ground reaction forces and center of pressure. Through validation experiments, the VST 2 displays high accuracy and precision. The VST 2 has a stiffness range of 13 kN/m to 1.5MN/m, error of less than 1%, and standard deviations of less than 2.2 kN/m, demonstrating its ability to simulate low-stiffness environments reliably. The VST 2 constitutes a drastic improvement of the VST platform, a one-of-its-kind system that can improve our understanding of human and robotic gait while creating new avenues of research on biped locomotion, athletic training, and rehabilitation of gait after injury or disease.</p>","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"17 3","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12074642/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144046862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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}
引用次数: 0
On the Construction of Confidence Regions for Uncertain Planar Displacements. 论不确定平面位移置信区的构建
IF 2.2 4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-01 Epub Date: 2024-01-12 DOI: 10.1115/1.4064281
Zihan Yu, Qiaode Jeffrey Ge, Mark P Langer, Mona Arbab

This paper studies the statistical concept of confidence region for a set of uncertain planar displacements with a certain level of confidence or probabilities. Three different representations of planar displacements are compared in this context and it is shown that the most commonly used representation based on the coordinates of the moving frame is the least effective. The other two methods, namely the exponential coordinates and planar quaternions, are equally effective in capturing the group structure of SE(2). However, the former relies on the exponential map to parameterize an element of SE(2), while the latter uses a quadratic map, which is often more advantageous computationally. This paper focus on the use of planar quaternions to develop a method for computing the confidence region for a given set of uncertain planar displacements. Principal component analysis (PCA) is another tool used in our study to capture the dominant direction of movements. To demonstrate the effectiveness of our approach, we compare it to an existing method called rotational and translational confidence limit (RTCL). Our examples show that the planar quaternion formulation leads to a swept volume that is more compact and more effective than the RTCL method, especially in cases when off-axis rotation is present.

本文研究了一组具有一定置信度或概率的不确定平面位移的置信区域统计概念。本文比较了平面位移的三种不同表示方法,结果表明,最常用的基于运动帧坐标的表示方法效果最差。其他两种方法,即指数坐标和平面四元数,在捕捉 SE(2) 的群结构方面同样有效。不过,前者依赖指数图来对 SE(2) 的元素进行参数化,而后者则使用二次图,后者通常在计算上更有优势。本文的重点是利用平面四元数开发一种方法,用于计算给定不确定平面位移集的置信区域。主成分分析(PCA)是我们研究中使用的另一种工具,用于捕捉运动的主要方向。为了证明我们的方法的有效性,我们将其与一种名为旋转和平移置信区间(RTCL)的现有方法进行了比较。我们的实例表明,平面四元数公式所得到的扫描量比 RTCL 方法更紧凑、更有效,尤其是在存在离轴旋转的情况下。
{"title":"On the Construction of Confidence Regions for Uncertain Planar Displacements.","authors":"Zihan Yu, Qiaode Jeffrey Ge, Mark P Langer, Mona Arbab","doi":"10.1115/1.4064281","DOIUrl":"10.1115/1.4064281","url":null,"abstract":"<p><p>This paper studies the statistical concept of confidence region for a set of uncertain planar displacements with a certain level of confidence or probabilities. Three different representations of planar displacements are compared in this context and it is shown that the most commonly used representation based on the coordinates of the moving frame is the least effective. The other two methods, namely the exponential coordinates and planar quaternions, are equally effective in capturing the group structure of SE(2). However, the former relies on the exponential map to parameterize an element of SE(2), while the latter uses a quadratic map, which is often more advantageous computationally. This paper focus on the use of planar quaternions to develop a method for computing the confidence region for a given set of uncertain planar displacements. Principal component analysis (PCA) is another tool used in our study to capture the dominant direction of movements. To demonstrate the effectiveness of our approach, we compare it to an existing method called rotational and translational confidence limit (RTCL). Our examples show that the planar quaternion formulation leads to a swept volume that is more compact and more effective than the RTCL method, especially in cases when off-axis rotation is present.</p>","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"16 8","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11344949/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142057025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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}
引用次数: 0
Redundant Serial Manipulator Inverse Position Kinematics and Dynamics 冗余串联机械手逆位置运动学与动力学
4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-10 DOI: 10.1115/1.4064047
Edward J. Haug
Abstract A redundant serial manipulator inverse position kinematic mapping is employed to define a new manipulator operational space differentiable manifold and an associated system of well posed differential equations of manipulator dynamics. A review of deficiencies in the conventional generalized inverse velocity approach to manipulator redundancy resolution and a numerical example show that the generalized inverse velocity approach is incompatible with the kinematics of redundant serial manipulators. An inverse position kinematic mapping is presented with a differentiable manifold that is parameterized by either input or operational space coordinates. Differentiation of the inverse position mapping yields an inverse velocity mapping that is a total differential, in contrast with generalized inverse velocity mappings, hence avoiding the deficiencies identified. A sec-ond differentiation yields an inverse acceleration mapping that is used, without ad-hoc derivation, to obtain a system of well posed operational space ordinary differential equations of redundant manipulator dynamics that are equivalent to the equations of multibody dynamics.
摘要利用冗余序列机械臂逆位置运动学映射,定义了一个新的机械臂操作空间可微流形和相应的一组良好定姿的机械臂动力学微分方程。通过对传统广义速度反方法求解冗余度问题的不足进行分析,并通过数值算例说明广义速度反方法与冗余度系列机械臂的运动学问题不兼容。给出了一个可微流形的逆位置运动映射,该流形由输入空间坐标或操作空间坐标参数化。与广义逆速度映射相比,逆位置映射的微分产生的逆速度映射是一个总微分,因此避免了所识别的缺陷。第二次微分产生逆加速度映射,无需特别推导,即可获得冗余机械臂动力学的良好定姿操作空间常微分方程系统,该系统等效于多体动力学方程。
{"title":"Redundant Serial Manipulator Inverse Position Kinematics and Dynamics","authors":"Edward J. Haug","doi":"10.1115/1.4064047","DOIUrl":"https://doi.org/10.1115/1.4064047","url":null,"abstract":"Abstract A redundant serial manipulator inverse position kinematic mapping is employed to define a new manipulator operational space differentiable manifold and an associated system of well posed differential equations of manipulator dynamics. A review of deficiencies in the conventional generalized inverse velocity approach to manipulator redundancy resolution and a numerical example show that the generalized inverse velocity approach is incompatible with the kinematics of redundant serial manipulators. An inverse position kinematic mapping is presented with a differentiable manifold that is parameterized by either input or operational space coordinates. Differentiation of the inverse position mapping yields an inverse velocity mapping that is a total differential, in contrast with generalized inverse velocity mappings, hence avoiding the deficiencies identified. A sec-ond differentiation yields an inverse acceleration mapping that is used, without ad-hoc derivation, to obtain a system of well posed operational space ordinary differential equations of redundant manipulator dynamics that are equivalent to the equations of multibody dynamics.","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"98 27","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135091878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ring origami spring capable of eversion morphing 环形折纸弹簧,可伸缩变形
4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-02 DOI: 10.1115/1.4063978
Yu Zou, Chen Qianying, Lu Lu, Xiying Li, Hongyuan Li, Li-Hua Shao, Huiling Duan, Pengyu Lv
Abstract Origami structures have been widely used in soft robots, mechanical metamaterials, architectural engineering and biomedical engineering in recent years, benefiting from their reconfigurable shape morphing and tunable mechanical properties through folding and unfolding. In this work, we construct a new origami structure named ring origami spring (ROS) by alternately folding two perpendicularly arranged paper ribbons with the same size and connecting two ends of them. ROS can achieve an eversion morphing with four stable states, based on which both underwater locomotion and traversing water-air interface have been implemented. Theoretical models for characterizing the eversion morphing during the transition of stable states and the induced locomotion performance of ROS have been developed, and the theoretical predictions are in good agreement with the experimental results. The current work provides a new strategy for the design of origami robots, which is potentially applied in exploring complex environments.
摘要近年来,折纸结构由于具有可重构的形状变形和可折叠可调的力学性能,在软体机器人、机械超材料、建筑工程和生物医学工程等领域得到了广泛的应用。在这项工作中,我们构造了一种新的折纸结构,称为环折纸弹簧(ROS),通过交替折叠两个垂直排列的大小相同的纸带,并连接它们的两端。ROS可以实现四种稳定状态的伸缩变形,在此基础上实现了水下运动和穿越水气界面。建立了表征稳态过渡时的外倾变形和ROS诱导运动性能的理论模型,理论预测与实验结果吻合较好。目前的工作为折纸机器人的设计提供了一种新的策略,这在探索复杂环境方面具有潜在的应用前景。
{"title":"Ring origami spring capable of eversion morphing","authors":"Yu Zou, Chen Qianying, Lu Lu, Xiying Li, Hongyuan Li, Li-Hua Shao, Huiling Duan, Pengyu Lv","doi":"10.1115/1.4063978","DOIUrl":"https://doi.org/10.1115/1.4063978","url":null,"abstract":"Abstract Origami structures have been widely used in soft robots, mechanical metamaterials, architectural engineering and biomedical engineering in recent years, benefiting from their reconfigurable shape morphing and tunable mechanical properties through folding and unfolding. In this work, we construct a new origami structure named ring origami spring (ROS) by alternately folding two perpendicularly arranged paper ribbons with the same size and connecting two ends of them. ROS can achieve an eversion morphing with four stable states, based on which both underwater locomotion and traversing water-air interface have been implemented. Theoretical models for characterizing the eversion morphing during the transition of stable states and the induced locomotion performance of ROS have been developed, and the theoretical predictions are in good agreement with the experimental results. The current work provides a new strategy for the design of origami robots, which is potentially applied in exploring complex environments.","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"39 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135934619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PhyNRnet: Physics-informed Newton-Raphson Network for Forward Kinematics Solution of Parallel Manipulators 基于物理信息的牛顿-拉夫森网络并联机器人正解
4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-02 DOI: 10.1115/1.4063977
Chongjian He, Wei Guo, Yanxia Zhu, Lizhong Jiang
Abstract Despite significant performance advantages, the intractable forward kinematics have always restricted the application of parallel manipulators to small posture spaces. Traditional analytical method and Newton-Raphson method usually cannot solve this problem well due to lack of generality or latent divergence. To address this issue, this study employs recent advances in deep learning to propose a novel physics-informed Newton-Raphson network (PhyNRnet) to rapidly and accurately solve this forward kinematics problem for general parallel manipulators. The main strategy of PhyNRnet is to combine the Newton-Raphson method with the neural network, which helps to significantly improve the accuracy and convergence speed of the model. In addition, to facilitate the network optimization, semi-autoregression, hard imposition of initial/boundary conditions (I/BCs), batch normalization, etc. are developed and applied in PhyNRnet. Unlike previous data-driven paradigms, PhyNRnet adopts the physics-informed loss functions to guide the network optimization, which gives the model clear physical meaning and helps improve generalization ability. Finally, the performance of PhyNRnet is verified by three parallel manipulator paradigms with large postures, where the Newton-Raphson method has generally diverged. Besides, the efficiency analysis shows that PhyNRnet consumes only a small amount of time at each time step, which meets the real-time requirements.
尽管并联机器人具有显著的性能优势,但其棘手的正运动学问题一直制约着并联机器人在小姿态空间中的应用。传统的解析方法和Newton-Raphson方法由于缺乏通用性或潜在发散性,往往不能很好地解决这一问题。为了解决这一问题,本研究利用深度学习的最新进展,提出了一种新的物理信息牛顿-拉夫森网络(PhyNRnet),以快速准确地解决一般并联机器人的正运动学问题。PhyNRnet的主要策略是将Newton-Raphson方法与神经网络相结合,这有助于显著提高模型的精度和收敛速度。此外,为了便于网络优化,在PhyNRnet中开发并应用了半自回归、初始/边界条件的硬强制(I/ bc)、批归一化等。与以往的数据驱动范式不同,PhyNRnet采用了告知物理的损失函数来指导网络优化,使模型具有明确的物理意义,有助于提高泛化能力。最后,在Newton-Raphson方法普遍存在分歧的三种大姿态并联机械臂范式中验证了PhyNRnet的性能。此外,效率分析表明,PhyNRnet在每个时间步只消耗少量的时间,满足实时性要求。
{"title":"PhyNRnet: Physics-informed Newton-Raphson Network for Forward Kinematics Solution of Parallel Manipulators","authors":"Chongjian He, Wei Guo, Yanxia Zhu, Lizhong Jiang","doi":"10.1115/1.4063977","DOIUrl":"https://doi.org/10.1115/1.4063977","url":null,"abstract":"Abstract Despite significant performance advantages, the intractable forward kinematics have always restricted the application of parallel manipulators to small posture spaces. Traditional analytical method and Newton-Raphson method usually cannot solve this problem well due to lack of generality or latent divergence. To address this issue, this study employs recent advances in deep learning to propose a novel physics-informed Newton-Raphson network (PhyNRnet) to rapidly and accurately solve this forward kinematics problem for general parallel manipulators. The main strategy of PhyNRnet is to combine the Newton-Raphson method with the neural network, which helps to significantly improve the accuracy and convergence speed of the model. In addition, to facilitate the network optimization, semi-autoregression, hard imposition of initial/boundary conditions (I/BCs), batch normalization, etc. are developed and applied in PhyNRnet. Unlike previous data-driven paradigms, PhyNRnet adopts the physics-informed loss functions to guide the network optimization, which gives the model clear physical meaning and helps improve generalization ability. Finally, the performance of PhyNRnet is verified by three parallel manipulator paradigms with large postures, where the Newton-Raphson method has generally diverged. Besides, the efficiency analysis shows that PhyNRnet consumes only a small amount of time at each time step, which meets the real-time requirements.","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"7 9","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135934921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of a Novel Large-Stroke Compliant Constant-Torque Mechanism Based on Chained Beam-Constraint Model 基于链梁约束模型的新型大行程柔性恒转矩机构设计
4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-02 DOI: 10.1115/1.4063980
Thanh-Vu Phan, Van Men Truong, Huy-Tuan Pham, Van-Khien Nguyen
Abstract This study addressed the development of a novel compliant constant-torque mechanism (CCTM) that utilizes Bezier curved beams to provide a large stroke in the constant-torque operating range. Previous CCTMs are limited by their working stroke, which reduces their applicability. The proposed mechanism is based on an analytical model using the chained beam-constraint model (CBCM), which captures the kinetostatic behavior of flexible segments. A genetic algorithm based on the CBCM was used to obtain the optimal structure, which was then verified through finite element analysis and experimental results. The results show that the proposed CCTM provides good flatness with a deviation of 3.7% and a large stroke of 80° in the constant-torque working range, while maintaining compactness. This novel CCTM has the potential to provide a simple and effective solution for torque regulators in various applications
摘要本研究旨在开发一种新型的柔性恒转矩机构(CCTM),该机构利用贝塞尔曲线梁在恒转矩工作范围内提供大行程。以往的cctm受其工作行程的限制,降低了其适用性。所提出的机构是基于使用链梁约束模型(CBCM)的分析模型,该模型捕获了柔性段的动静力行为。采用基于CBCM的遗传算法得到了最优结构,并通过有限元分析和实验结果进行了验证。结果表明,在恒转矩工作范围内,CCTM具有良好的平整度,偏差为3.7%,行程可达80°,同时保持了紧凑性。这种新颖的CCTM有可能为各种应用中的转矩调节器提供简单有效的解决方案
{"title":"Design of a Novel Large-Stroke Compliant Constant-Torque Mechanism Based on Chained Beam-Constraint Model","authors":"Thanh-Vu Phan, Van Men Truong, Huy-Tuan Pham, Van-Khien Nguyen","doi":"10.1115/1.4063980","DOIUrl":"https://doi.org/10.1115/1.4063980","url":null,"abstract":"Abstract This study addressed the development of a novel compliant constant-torque mechanism (CCTM) that utilizes Bezier curved beams to provide a large stroke in the constant-torque operating range. Previous CCTMs are limited by their working stroke, which reduces their applicability. The proposed mechanism is based on an analytical model using the chained beam-constraint model (CBCM), which captures the kinetostatic behavior of flexible segments. A genetic algorithm based on the CBCM was used to obtain the optimal structure, which was then verified through finite element analysis and experimental results. The results show that the proposed CCTM provides good flatness with a deviation of 3.7% and a large stroke of 80° in the constant-torque working range, while maintaining compactness. This novel CCTM has the potential to provide a simple and effective solution for torque regulators in various applications","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"15 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135934467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and Analysis of a Novel Redundant Parallel Mechanism for Long Bone Fracture Reduction 一种新型冗余并联长骨骨折复位机构设计与分析
4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-02 DOI: 10.1115/1.4063981
Tingting Su, Quan Yuan, Xu Liang, Yuchen Yan, Haojian Zhang, Xianjie Jian, Guangping He, Quan-Liang Zhao
Abstract In recent years, parallel robots have become a hot research topic in trauma fracture treatment because of their high precision, high load capacity, and compact structure. However, compared with serial robots, parallel robots have disadvantages like smaller workspaces and more complex dexterity. In this paper, a novel redundant parallel mechanism (RPM) for long bone fracture reduction is proposed based on Stewart parallel mechanism (SPM). 6 kinematically redundant DOFs (Degrees of freedom) are added to the RPM. First, the kinematics of the RPM is established, and its workspace is calculated. The analysis results indicate that the position workspace of the RPM is about 19 times larger than that of the SPM. The RPM has a similar range of torsion angles as the SPM, but a more extensive range of tilt angles than the SPM. Second, the singularities of the two parallel mechanisms are compared based on the dimensionally homogeneous Jacobian matrix. The results show that the dexterity of the RPM is much better than the SPM. Third, a multi-parameter multi-objective optimization method is proposed to optimize the geometry parameters of the RPM. The statics of the RPM is analyzed by finite element analysis. To further expand the performance of the RPM, the unfixed RPM (URPM) is proposed. The analysis results show that the URPM is superior to the RPM in terms of workspace and dexterity. Finally, experiments are conducted to verify the effectiveness of the proposed methods in this paper.
近年来,并联机器人以其精度高、承载能力强、结构紧凑等优点成为创伤骨折治疗领域的研究热点。然而,与串联机器人相比,并联机器人存在工作空间小、灵巧性复杂等缺点。基于Stewart并联机构(SPM),提出了一种用于长骨骨折复位的冗余并联机构。6个运动冗余自由度(自由度)被添加到RPM。首先,建立RPM的运动学模型,计算其工作空间;分析结果表明,RPM的位置工作空间约为SPM的19倍。RPM具有与SPM相似的扭转角范围,但倾斜角范围比SPM更广。其次,基于齐次雅可比矩阵,比较了两种并联机构的奇异性;结果表明,RPM的灵巧性明显优于SPM。第三,提出了一种多参数多目标优化方法,对转速的几何参数进行优化。采用有限元方法对转矩器的静力学进行了分析。为了进一步扩展RPM的性能,提出了不固定RPM (unfixed RPM, URPM)。分析结果表明,URPM在工作空间和灵巧性方面优于RPM。最后,通过实验验证了本文方法的有效性。
{"title":"Design and Analysis of a Novel Redundant Parallel Mechanism for Long Bone Fracture Reduction","authors":"Tingting Su, Quan Yuan, Xu Liang, Yuchen Yan, Haojian Zhang, Xianjie Jian, Guangping He, Quan-Liang Zhao","doi":"10.1115/1.4063981","DOIUrl":"https://doi.org/10.1115/1.4063981","url":null,"abstract":"Abstract In recent years, parallel robots have become a hot research topic in trauma fracture treatment because of their high precision, high load capacity, and compact structure. However, compared with serial robots, parallel robots have disadvantages like smaller workspaces and more complex dexterity. In this paper, a novel redundant parallel mechanism (RPM) for long bone fracture reduction is proposed based on Stewart parallel mechanism (SPM). 6 kinematically redundant DOFs (Degrees of freedom) are added to the RPM. First, the kinematics of the RPM is established, and its workspace is calculated. The analysis results indicate that the position workspace of the RPM is about 19 times larger than that of the SPM. The RPM has a similar range of torsion angles as the SPM, but a more extensive range of tilt angles than the SPM. Second, the singularities of the two parallel mechanisms are compared based on the dimensionally homogeneous Jacobian matrix. The results show that the dexterity of the RPM is much better than the SPM. Third, a multi-parameter multi-objective optimization method is proposed to optimize the geometry parameters of the RPM. The statics of the RPM is analyzed by finite element analysis. To further expand the performance of the RPM, the unfixed RPM (URPM) is proposed. The analysis results show that the URPM is superior to the RPM in terms of workspace and dexterity. Finally, experiments are conducted to verify the effectiveness of the proposed methods in this paper.","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"36 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135934439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal Concentric Tube Robot Design for Safe Intracerebral Hemorrhage Removal 安全脑出血清除同心管机器人优化设计
4区 计算机科学 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-11-02 DOI: 10.1115/1.4063979
Zhefeng Huang, Hussain Alkhars, Anthony Gunderman, Dimitri Sigounas, Kevin Cleary, Yue Chen
Abstract Purpose: The purpose of this paper is to investigate the geometrical design and path planning of Concentric tube robots (CTR) for intracerebral hemorrhage (ICH) evacuation, with a focus on minimizing the risk of damaging white matter tracts and cerebral arteries. Methods: To achieve our objective, we propose a parametrization method describing a general class of CTR geometric designs. We present mathematical models that describe the CTR design constraints and provide the calculation of a path risk value. We then use a genetic algorithm to determine the optimal tube geometry for targeting within the brain. Results: Our results show that a multi-tube CTR design can significantly reduce the risk of damaging critical brain structures compared to the conventional straight tube design. However, there is no significant relationship between the path risk value and the number and shape of the additional inner curved tubes. Conclusion: Considering the challenges of CTR hardware design, fabrication, and control, we conclude that the most practical geometry for a CTR path in ICH treatment is a straight outer tube followed by a planar curved inner tube. These findings have important implications for the development of safe and effective CTRs for ICH evacuation by enabling dexterous manipulation to minimize damage to critical brain structures.
摘要目的:探讨同心管机器人(CTR)用于脑出血(ICH)手术的几何设计和路径规划,以最大限度地降低脑白质束和脑动脉损伤的风险。方法:为了达到我们的目标,我们提出了一种描述一般类型的CTR几何设计的参数化方法。我们提出描述CTR设计约束的数学模型,并提供路径风险值的计算。然后,我们使用遗传算法来确定大脑内瞄准的最佳管道几何形状。结果:我们的研究结果表明,与传统的直管设计相比,多管CTR设计可以显著降低脑关键结构损伤的风险。然而,路径风险值与附加内弯管的数量和形状之间没有显著的关系。结论:考虑到CTR硬件设计,制造和控制的挑战,我们得出结论,在ICH治疗中,CTR路径最实用的几何形状是直外管,然后是平面弯曲的内管。这些发现对于开发安全有效的颅脑出血疏散CTRs具有重要意义,通过灵巧的操作可以最大限度地减少对关键脑结构的损伤。
{"title":"Optimal Concentric Tube Robot Design for Safe Intracerebral Hemorrhage Removal","authors":"Zhefeng Huang, Hussain Alkhars, Anthony Gunderman, Dimitri Sigounas, Kevin Cleary, Yue Chen","doi":"10.1115/1.4063979","DOIUrl":"https://doi.org/10.1115/1.4063979","url":null,"abstract":"Abstract Purpose: The purpose of this paper is to investigate the geometrical design and path planning of Concentric tube robots (CTR) for intracerebral hemorrhage (ICH) evacuation, with a focus on minimizing the risk of damaging white matter tracts and cerebral arteries. Methods: To achieve our objective, we propose a parametrization method describing a general class of CTR geometric designs. We present mathematical models that describe the CTR design constraints and provide the calculation of a path risk value. We then use a genetic algorithm to determine the optimal tube geometry for targeting within the brain. Results: Our results show that a multi-tube CTR design can significantly reduce the risk of damaging critical brain structures compared to the conventional straight tube design. However, there is no significant relationship between the path risk value and the number and shape of the additional inner curved tubes. Conclusion: Considering the challenges of CTR hardware design, fabrication, and control, we conclude that the most practical geometry for a CTR path in ICH treatment is a straight outer tube followed by a planar curved inner tube. These findings have important implications for the development of safe and effective CTRs for ICH evacuation by enabling dexterous manipulation to minimize damage to critical brain structures.","PeriodicalId":49155,"journal":{"name":"Journal of Mechanisms and Robotics-Transactions of the Asme","volume":"36 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135934287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Mechanisms and Robotics-Transactions of the Asme
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1