No Free Slide: Spurious Contact Forces in Incremental Potential Contact

08/03/2023
by   Yinwei Du, et al.
0

Modeling contact between deformable solids is a fundamental problem in computer animation, mechanical design, and robotics. Existing methods based on C^0-discretizations – piece-wise linear or polynomial surfaces – suffer from discontinuities and irregularities in tangential contact forces, which can significantly affect simulation outcomes and even prevent convergence. To overcome this limitation, we employ smooth surface representations for both contacting bodies. Through a series of test cases, we show that our approach offers advantages over existing methods in terms of accuracy and robustness for both forward and inverse problems. The contributions of our work include identifying the limitations of existing methods, examining the advantages of smooth surface representation, and proposing forward and inverse problems to analyze contact force irregularities.

READ FULL TEXT

page 4

page 7

research
08/24/2023

Solving Forward and Inverse Problems of Contact Mechanics using Physics-Informed Neural Networks

This paper explores the ability of physics-informed neural networks (PIN...
research
07/24/2020

Producing 3D Friction Loads by Tracking the Motion of the Contact Point on Bodies in Mutual Contact

We outline a phenomenological model to assess friction at the interface ...
research
09/09/2019

Estimating Fingertip Forces, Torques, and Local Curvatures from Fingernail Images

The study of dexterous manipulation has provided important insights in h...
research
04/03/2008

Realistic Haptic Rendering of Interacting Deformable Objects in Virtual Environments

A new computer haptics algorithm to be used in general interactive manip...
research
02/28/2022

Maximising Wrenches for Kinematically Redundant Systems with Experiments on UVMS

This paper presents methods for finding optimal configurations and actua...
research
03/24/2023

Topology-Based MPC for Automatic Footstep Placement and Contact Surface Selection

State-of-the-art approaches to footstep planning assume reduced-order dy...

Please sign up or login with your details

Forgot password? Click here to reset