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We propose a machine learning approach aiming at reducing Bond Graphs. The output of the machine learning is a hybrid modeling that contains a reduced Bond Graph coupled to a simple artificial neural network. The proposed coupling enables…

信号处理 · 电气工程与系统科学 2020-04-30 Youssef Hammadi , David Ryckelynck , Amin El-Bakkali

This paper presents a unified approach for inverse and direct dynamics of constrained multibody systems that can serve as a basis for analysis, simulation, and control. The main advantage of the formulation of the dynamic is that it does…

系统与控制 · 电气工程与系统科学 2022-11-01 Farhad Aghili

Different approaches have been used in the development of system models. In addition, modeling and simulation approaches are essential for design, analysis, control, and diagnosis of complex systems. This work presents a Simulink model for…

系统与控制 · 计算机科学 2016-06-10 Slim Triki , Taher Mekki , Anas Kamoun

This paper presents a motion analysis framework for an athlete wearing sport-specific flexible prosthesis based on the soft-rigid hybrid-link system. Such a motion analysis is a challenging problem because we need to consider the…

机器人学 · 计算机科学 2026-05-14 Sunghee Kim , Yuta Shimane , Taiki Ishigaki , Ko Yamamoto

This technical report provides an in-depth evaluation of both established and state-of-the-art methods for simulating constrained rigid multi-body systems with hard-contact dynamics, using formulations of Nonlinear Complementarity Problems…

机器人学 · 计算机科学 2025-04-29 Vassilios Tsounis , Ruben Grandia , Moritz Bächer

In this paper, we present a novel general framework grounded in the factor graph theory to solve kinematic and dynamic problems for multi-body systems. Although the motion of multi-body systems is considered to be a well-studied problem and…

机器人学 · 计算机科学 2021-07-27 José-Luis Blanco-Claraco , Antonio Leanza , Giulio Reina

Iterative solvers are widely used to accurately simulate physical systems. These solvers require initial guesses to generate a sequence of improving approximate solutions. In this contribution, we introduce a novel method to accelerate…

We revisit the concept of constraint embedding as a means for dealing with kinematic loop constraints during dynamics computations for rigid-body systems. Specifically, we consider the local loop constraints emerging from common actuation…

机器人学 · 计算机科学 2024-10-24 Matthew Chignoli , Nicholas Adrian , Sangbae Kim , Patrick M. Wensing

In this paper, is used the Lagrangian classical mechanics for modeling the dynamics of an underactuated system, specifically a rotary inverted pendulum that will have two equations of motion. A basic design of the system is proposed in…

机器人学 · 计算机科学 2017-06-19 Juan Libardo Duarte Madrid , P. A. Ospina-Henao , E González Querubín

This paper presents causal block-diagram models to represent the equations of motion of multi-body systems in a very compact and simple closed form. Both the forward dynamics (from the forces and torques imposed at the various…

系统与控制 · 电气工程与系统科学 2025-05-07 Daniel Alazard , Francesco Sanfedino , Ervan Kassarian

Collision detection plays a key role in the simulation of interacting rigid bodies. However, owing to its computational complexity current methods typically prioritize either maximizing processing speed or fidelity to real-world behaviors.…

机器人学 · 计算机科学 2023-03-03 Simone Asci , Angadh Nanjangud

This paper presents the first kinematic modeling of tendon-driven rolling-contact joint mechanisms with general contact surfaces subject to external loads. We derived the kinematics as a set of recursive equations and developed efficient…

机器人学 · 计算机科学 2024-09-04 Junhyoung Ha , Chaewon Kim , Chunwoo Kim

Bond graphs can be used to build thermodynamically-compliant hierarchical models of biomolecular systems. As bond graphs have been widely used to model, analyse and synthesise engineering systems, this paper suggests that they can play the…

分子网络 · 定量生物学 2016-06-06 Peter Gawthrop , Edmund Crampin

This paper presents the design and dynamic modelling of a soft pneumatic actuator that can be used to mimic snake or worm-like locomotion. The bond graph technique is used to derive the dynamics of the actuator. To validate the accuracy of…

机器人学 · 计算机科学 2022-02-24 Garima Bhandari , Pushparaj Mani Pathak , Jung-Min Yang

Hybrid Bond Graph (HBG) is a Bond Graph-based modelling approach which provides an effective tool not only for dynamic modeling but also for fault detection and isolation (FDI) of switching systems. Bond graph (BG) has been proven useful…

系统与控制 · 计算机科学 2013-12-10 Taher Mekki , Slim Triki , Anas Kamoun

In the trend of hybrid Artificial Intelligence techniques, Physical-Informed Machine Learning has seen a growing interest. It operates mainly by imposing data, learning, or architecture bias with simulation data, Partial Differential…

机器学习 · 计算机科学 2024-08-05 Alexis-Raja Brachet , Pierre-Yves Richard , Céline Hudelot

Simulating large-scale articulated assemblies poses a significant challenge due to the numerical stiffness and geometric complexity of jointed structures. Conventional rigid body solvers struggle with the high nonlinearity induced by…

Snapping beams enable rapid geometric transitions through nonlinear instability, offering an efficient means of generating motion in soft robotic systems. In this study, a tendon-driven mechanism consisting of spiral-based metabeams was…

机器人学 · 计算机科学 2026-02-23 Mohsen Jafarpour , Ayberk Yüksek , Shahab Eshghi , Stanislav Gorb , Edoardo Milana

A new approach is developed to integrate numerically the equations of motion for systems of interacting rigid polyatomic molecules. With the aid of a leapfrog framework, we directly involve principal angular velocities into the integration,…

计算物理 · 物理学 2007-05-23 Igor P. Omelyan

A novel approach is presented for computing flexible body dynamics based on conventional structural dynamics models. This approach innovatively captures the rigid body motion component embedded within a flexible body's movement, generates…

数值分析 · 数学 2025-10-29 Xiaobo Liu
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