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Motion Capture Based Model Identification of the Humanoid Robot REEM-C Using Static Poses 基于动作捕捉的仿人机器人REEM-C静态姿态模型识别
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-233
Felix Aller, M. Harant, K. Mombaur
In this paper, we describe an approach for the model identification of the humanoid robot REEM-C. In contrast to previous work, we do not attempt to determine all dynamic parameters simultaneously. It is not clear whether such approaches can lead to redundancies in the optimization problem. We deliberately restrict ourselves to a very precise determination of the center-of-mass (COM) and the mass of the individual rigid bodies. As a result, we do not use Persistent Exciting (PE) trajectories and perform the identification based on motion capture and force plate measurements of 172 static poses. This results in more accurate experimental data and allows a more precise update of static parameters by means of an optimization problem. The inertial parameters are not updated and have to be adjusted using classical approaches, but based on the already improved static parameters. We report the performance of optimization by comparing the distance of the ground-projected-center-of-mass (GCOM) against the measured GCOM from the model information of the original and optimized model for each static pose. The improvement of the optimized model is furthermore reflected by means of a recorded dynamic squat motion and by analyzing the residual torques and forces acting at the floating base of the robot. identification.
本文提出了一种仿人机器人REEM-C的模型识别方法。与以前的工作相反,我们并不试图同时确定所有的动态参数。目前尚不清楚这种方法是否会导致优化问题中的冗余。我们故意把自己限制在非常精确地确定质心(COM)和单个刚体的质量。因此,我们没有使用持续刺激(PE)轨迹,而是基于172个静态姿势的动作捕捉和力板测量来进行识别。这样可以得到更精确的实验数据,并通过优化问题更精确地更新静态参数。惯性参数没有更新,必须使用经典方法进行调整,而是基于已经改进的静态参数。我们通过比较地面投影质心(GCOM)与基于原始模型和优化模型的模型信息的测量GCOM的距离来报告优化的性能。通过记录动态蹲下运动和分析作用在机器人浮基座上的剩余力矩和力,进一步反映了优化模型的改进。识别。
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引用次数: 2
Simulation of the Dynamics of the 3-CRS Parallel Robot with a Bond Graph Approach 基于键合图法的3-CRS并联机器人动力学仿真
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-192
B. Boudon, Pierre Malafosse, Louis Guigon, R. Margetts, C. Bouzgarrou, T. Dang
This paper presents a bond graph model of the 3-CRS parallel robot and the associated simulations. The structural and modular approach proposed with bond graph permits the systematic modeling of mechatronic multibody systems. From a library of elements, the model is built as an assembly of components or modules (rigid bodies and kinematic joints) by following the structure of the actual system. The bond graph model of the robot consists of a multibody system (MBS) augmented with electrical actuators and controllers. Simulations have been conducted to test several kinematic configurations, dynamics scenarios and to evaluate robot performance.
提出了3-CRS并联机器人的键合图模型,并进行了仿真。结合键合图提出的结构化和模块化方法可以对机电一体化多体系统进行系统化建模。从元素库中,模型按照实际系统的结构构建为组件或模块(刚体和运动关节)的组装。机器人的键合图模型由一个多体系统(MBS)组成,该多体系统增加了电动执行器和控制器。进行了仿真,以测试几种运动学配置,动力学场景和评估机器人的性能。
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引用次数: 0
The Tippedisk: A Minimal Model For Friction-Induced Inversion 尖顶盘:摩擦诱导反演的最小模型
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-113
Simon Sailer, S. Eugster, R. Leine
The tippedisk is a new mechanical-mathematical archetype for friction induced insta-bility phenomena, showing an inversion similar to the inversion of the tippetop. Un-like the tippetop, the tippedisk has no rotational symmetry, which greatly complicates its analysis. Since the system cannot be reduced to a planar one, one has to consider the full three-dimensional kinematics, being intrinsically nonlinear. In this work a new minimal model is derived that contains the main relevant physical effects so that the inversion phenomenon can be described qualitatively. The in-depth analysis leads to slow-fast systems with homoclinic connections and global bifurcations.
tip - disk是研究摩擦不稳定现象的一种新的力学数学原型,它表现出类似于tip - top的反转。与陀螺不同的是,陀螺盘没有旋转对称性,这使分析变得非常复杂。由于系统不能简化为平面系统,必须考虑完整的三维运动学,本质上是非线性的。在这项工作中,导出了一个新的最小模型,其中包含了主要的相关物理效应,从而可以定性地描述反转现象。深入分析得到了具有同斜连接和全局分岔的慢速系统。
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引用次数: 0
First Steps in Data Based Constitutive Modelling of Inelastic Effects in Composite Cables Using Preisach Hysteresis Operators 基于数据的复合索非弹性效应本构模型的初步研究
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-156
Davide Manfredo, Vanessa Dörlich, J. Linn, M. Arnold
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引用次数: 0
Assessment of variable step-size integration of multibody systems 多体系统变步长集成的评估
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-172
M. Ruggiu, F. González
When performing the numerical integration of multibody systems (MBS) dynamics, the analyst can choose from a wide variety of methods and implementations. Selecting the most appropriate option for a particular application is not a straightforward task; as a consequence, several benchmark examples have been formulated by the MBS research community with the intent to assess the accuracy and performance of different solution methods when applied to certain kinds of mechanical problems. This paper introduces a variation of the slider-crank mechanism, already employed as benchmark problem in the MBS literature, intended to evaluate the performance of variable-step MBS algorithms. Three cases, featuring singular configurations and variable-frequency external actions, were defined. The example is used to illustrate some necessary elements in the definition of a benchmark problem and in the process of comparing different solution methods, as well as difficulties that can arise during this task. The proposed example was used to evaluate the behaviour of a variable-step index-3 augmented Lagrangian algorithm with velocity and acceleration projections, as well as other well-known solution methods.
当执行多体系统(MBS)动力学的数值积分时,分析人员可以从多种方法和实现中进行选择。为特定应用程序选择最合适的选项并不是一项简单的任务;因此,MBS研究界制定了几个基准示例,目的是评估应用于某些机械问题时不同解决方法的准确性和性能。本文介绍了一种已在MBS文献中作为基准问题的滑块-曲柄机构的变体,旨在评估变步长MBS算法的性能。定义了三种具有奇异结构和变频外部作用的情况。该示例用于说明基准问题的定义和比较不同解决方案方法过程中的一些必要元素,以及在此任务期间可能出现的困难。该实例用于评估具有速度和加速度投影的变步长指数-3增广拉格朗日算法的行为,以及其他已知的求解方法。
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引用次数: 0
Non-Linear Beam Formulation with NURBS Interpolation for the Simulation of Sliding Contacts 滑动接触仿真的NURBS插值非线性光束公式
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-181
P. Wasmer, P. Betsch
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引用次数: 0
A Heuristic Sequencing Method for Time Optimal Tracking of Open and Closed Paths 一种启发式排序的开闭路径时间最优跟踪方法
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-138
Christian Zauner, H. Gattringer, A. Müller, Matthias Jörgl
Tracking sequences of predefined open and closed paths is of crucial interest for applications like laser cutting and similar production processes. These distinct paths are connected by non-productive, four times continuously differentiable trajectories, which also account for the overall process time. Heuristic methods are applied in order to find a proper sequencing of the open and closed path and thereby minimize the overall process time subject to constraints given by the system limits. To this end the exact traversing times of the non-productive linking trajectories are computed, which also have to be time optimal subject to the system limits. Finally two heuristic algorithms are presented and compared with respect to solution quality and calculation time using randomly generated problems.
跟踪预定义的开放和封闭路径序列对于激光切割和类似生产过程等应用至关重要。这些不同的路径由非生产性的、四次连续可微分的轨迹连接起来,这也说明了整个过程时间。启发式方法的应用是为了找到一个适当的顺序的开放和封闭的路径,从而最大限度地减少总体过程时间受系统限制的约束。为此,计算非生产性连接轨迹的精确遍历时间,这也必须是受系统限制的时间最优。最后给出了两种启发式算法,并对随机生成问题的求解质量和计算时间进行了比较。
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引用次数: 0
Coupled Multibody Model Of Industrial Robot With Milling Simulator For Trajectory Compensation 基于铣削模拟器的工业机器人多体耦合轨迹补偿模型
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-139
Valentin Dambly, H. Huynh, O. Verlinden, E. Rivière-Lorphèvre
Robotic machining is a fast-growing technology in the field of mechanical manufacturing. Indeed, it is generally accepted that for the same working space, a fully equipped robotic machining cell can cost 30 to 50 % less than a conventional machine tool. However, inaccuracies resulting either from vibrations or deflections occur while the robot is subjected to cutting forces, inherent to its flexible structure. As an order of magnitude, the stiffness at the tool-tip is about 1 N / µ m for industrial robots against more than 50 N / µ m for CNC machine tools. The flexibility source has been investi-gated and appears to be caused by the robot articulations in a proportion of 80% while the remaining flexibility issues from the structural elasticity. In order to improve the accuracy of robotic machining operations, several approaches have been carried out such as the study of stable cutting conditions and the online/offline compensation of the tool trajectory. Two aspects of the operation must be modeled, on the one hand the model of the cutting machine, being an industrial robot in robotic machining, and on the other hand, the machining model including the resulting geometry of the workpiece. A coupled model is then proposed with the multi-body model of the robot subjected to machining forces. The multi-body model includes the flexibility induced by the structure and the articulations. In order to compensate the deviations, a solution is proposed where the trajectory is discretized in nodes with a compensation taking the system dynamics into account by successive simulations of the operation. The algorithm involves two steps, firstly it aims to detect critical locations of the path and add or reposition nodes to reduce the deviation and secondly an optimization layer modifies nodes positions and velocities for a finer reduction. The method is deployed for three systems of increasing complexity for a face milling operation, showing a machining error reduction.
机器人加工是机械制造领域中发展迅速的一项技术。事实上,人们普遍认为,对于相同的工作空间,一个装备齐全的机器人加工单元的成本可以比传统机床低30%到50%。然而,当机器人受到其柔性结构固有的切削力时,由振动或偏转引起的不准确性会发生。作为一个数量级,工业机器人的刀尖刚度约为1 N /µm,而数控机床的刀尖刚度超过50 N /µm。柔性来源已被调查,似乎是由机器人的关节在80%的比例引起的,而其余的柔性问题来自结构弹性。为了提高机器人加工的精度,研究了稳定切削条件和刀具轨迹的在线/离线补偿等方法。操作的两个方面必须建模,一方面是切割机的模型,作为机器人加工中的工业机器人,另一方面是加工模型,包括得到的工件几何形状。在此基础上,建立了机器人在加工力作用下的多体耦合模型。多体模型包括由结构和关节引起的柔性。为了补偿这些偏差,提出了一种将轨迹离散在节点上的解决方案,并通过连续的操作模拟来考虑系统动力学的补偿。该算法包括两个步骤,首先是检测路径的关键位置并添加或重新定位节点以减少偏差,其次是优化层修改节点的位置和速度以进行更精细的减少。该方法应用于三个日益复杂的面铣削操作系统,显示加工误差减少。
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引用次数: 0
Influence of Generalized Coordinates on System Dynamics 广义坐标对系统动力学的影响
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-112
Altay Zhakatayev, Yuri V. Rogovchenko, M. Pätzold
We investigate the effect of the choice of a set of generalized coordinates (GCs) on the simulation of the behavior of the dynamical system using the single-link spherical pendulum as an example. Specifically, we focus our attention on numerical errors and the simulation time necessary to simulate system dynamics. The Lagrangian method is applied to obtain the equations of motion. The generalized Euler angles are used as GCs. The GCs depend on the direction of the axes along which they are defined. Therefore, by parameterizing the directions of these two axes, different sets of GCs with the corresponding system of nonlinear differential equations are obtained. For a spherical pendulum, we demonstrate that the optimal sets of GCs leading to the minimum simulation time are orthogonal sets. However, contrary to our expectations, orthogonal sets do not result in the minimum simulation error. Additionally, the intrinsic generalized Euler angles lead to faster simulations than the extrinsic ones. Therefore, different choices of GCs are not equivalent from a numerical point of view and further research is needed to develop a strategy for selecting an optimal set of GCs.
本文以单杆球摆为例,研究了广义坐标的选择对动力学系统行为模拟的影响。具体来说,我们将重点放在数值误差和模拟系统动力学所需的仿真时间上。应用拉格朗日方法求解运动方程。采用广义欧拉角作为GCs。GCs依赖于定义它们的轴的方向。因此,通过参数化这两个轴的方向,可以得到具有相应非线性微分方程组的不同gc集。对于球形摆,我们证明了使仿真时间最小的最优gc集合是正交集合。然而,与我们的期望相反,正交集并没有产生最小的模拟误差。此外,固有广义欧拉角比外在广义欧拉角的模拟速度更快。因此,从数值角度来看,不同的gc选择是不等价的,需要进一步研究如何选择最优的gc集合。
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引用次数: 0
Model Order Reduction for Elastic Multibody Systems with Fast Rotating Flexible Bodies 具有快速旋转柔体的弹性多体系统的模型阶数约简
Pub Date : 1900-01-01 DOI: 10.3311/eccomasmbd2021-121
Lennart Frie, O. Dieterich, P. Eberhard
The dynamical behavior of Elastic Multibody Systems (EMBS) is often analyzed using virtual prototypes described by high-dimensional systems of differential equations. Model Order Reduction (MOR) is a key step to permit efficient system evaluations by approximating the full system with a reduced order surrogate model. It is one challenge in MOR of EMBS, to describe the dynamics induced through the coupling of bodies in the reduced system. In this contribution, a workflow for the reduction of EMBS with fast rotating bodies is presented. The rotation causes a change of dynamical behavior due to inertia forces and, therefore, cannot be neglected. In the scope of this work a linear description of rotating bodies with constant angular velocity is given. Different projection-based MOR techniques are compared and applied to an industrial model of a helicopter with rotating rotor. For this purpose, a short introduction on modeling of EMBS and MOR is given. Substructured reduction is then contrasted to the reduction of the coupled system for modal reduction techniques, moment matching based on Krylov subspaces, and Proper Orthogonal Decomposition. The approximation errors of the reduced systems are compared in frequency domain. It is shown that rotation-dependent terms are essential to describe the dynamic behavior of the system correctly. Reduced models with low approximation errors and large speed-up are obtained with substructured Proper Orthogonal Decomposition and outperform the standard techniques modal truncation and Craig-Bampton reduction.
弹性多体系统(EMBS)的动力学行为通常是用高维微分方程组描述的虚拟样机来分析的。模型降阶(MOR)是通过用降阶代理模型近似整个系统来进行有效系统评估的关键步骤。如何描述被还原系统中各体的耦合所引起的动力学是EMBS的一个难点。在这篇贡献中,提出了一个快速旋转体EMBS的简化工作流程。由于惯性力的作用,旋转引起动力学行为的变化,因此不能忽略。本文给出了恒角速度旋转体的线性描述。比较了不同的基于投影的MOR技术,并将其应用于旋翼直升机的工业模型。为此,简要介绍了EMBS和MOR的建模方法。然后将子结构约简与模态约简、基于Krylov子空间的矩匹配和固有正交分解的耦合系统约简进行了对比。在频域比较了简化后系统的近似误差。结果表明,旋转相关项是正确描述系统动态行为的必要条件。利用子结构固有正交分解得到了近似误差小、加速大的简化模型,并优于模态截断和克雷格-班普顿约简等标准方法。
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引用次数: 0
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Proceedings of the 10th ECCOMAS Thematic Conference on MULTIBODY DYNAMICS
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