Accelerated Quasi-Static FEM for Real-Time Modeling of Continuum Robots with Multiple Contacts and Large Deformation

  • Hao Chen
  • , Jian Chen
  • , Xinran Liu
  • , Zihui Zhang
  • , Yuanrui Huang
  • , Zhongkai Zhang
  • , Hongbin Liu*
  • *Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

1 Citation (Scopus)

Abstract

Continuum robots offer high flexibility and multiple degrees of freedom, making them ideal for navigating narrow lumens. However, accurately modeling their behavior under large deformations and frequent environmental contacts remains challenging. Current methods for solving the deformation of these robots, such as the Model Order Reduction and Gauss-Seidel (GS) methods, suffer from significant drawbacks. They experience reduced computational speed as the number of contact points increases and struggle to balance speed with model accuracy. To overcome these limitations, we introduce a novel finite element method (FEM) named Acc-FEM. Acc-FEM employs a large deformation quasi-static finite element model and integrates an accelerated solver scheme to handle multi-contact simulations efficiently. Additionally, it utilizes parallel computing with Graphics Processing Units (GPU) for real-time updates of the finite element models and collision detection. Extensive numerical experiments demonstrate that Acc-Fem significantly improves computational efficiency in modeling continuum robots with multiple contacts while achieving satisfactory accuracy, addressing the deficiencies of existing methods.

Original languageEnglish
Title of host publication2025 IEEE International Conference on Robotics and Automation, ICRA 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages11653-11659
Number of pages7
ISBN (Electronic)9798331541392
DOIs
Publication statusPublished - 2025
Externally publishedYes
Event2025 IEEE International Conference on Robotics and Automation, ICRA 2025 - Atlanta, United States
Duration: 19 May 202523 May 2025

Publication series

NameProceedings - IEEE International Conference on Robotics and Automation
ISSN (Print)1050-4729

Conference

Conference2025 IEEE International Conference on Robotics and Automation, ICRA 2025
Country/TerritoryUnited States
CityAtlanta
Period19/05/2523/05/25

Keywords

  • Contact Modeling
  • Finite Element Method
  • Flexible Robotics
  • Multi-Contact Conditions

Cite this