How to Formulate a Differential Equation for Deformable Object Manipulation?

  • Context: Graduate 
  • Thread starter Thread starter Liferider
  • Start date Start date
Click For Summary
SUMMARY

This discussion focuses on formulating a differential equation for the manipulation of deformable objects using a robot with a 2-finger gripper. The bending of beams is governed by a fourth-order differential equation as per Euler-Bernoulli beam theory. For solid objects, the discussion emphasizes the need to establish equilibrium equations and stress-strain relations, leading to coupled partial differential equations that typically lack closed-form solutions. The user expresses a specific interest in modeling reactive forces and dynamics related to object deformation along the gripper's displacement.

PREREQUISITES
  • Understanding of differential equations, particularly fourth-order equations.
  • Familiarity with stress-strain relations in material mechanics.
  • Knowledge of finite element analysis (FEA) software tools.
  • Basic concepts of dynamics and force modeling in mechanical systems.
NEXT STEPS
  • Research Euler-Bernoulli beam theory for applications in deformable object manipulation.
  • Explore finite element analysis (FEA) software options for numerical simulations of deformation.
  • Investigate methods for modeling reactive forces in mechanical systems, including spring models.
  • Study the formulation of coupled partial differential equations in the context of material deformation.
USEFUL FOR

Mechanical engineers, robotics researchers, and anyone involved in the manipulation of deformable objects using robotic systems.

Liferider
Messages
41
Reaction score
0
I'm working on manipulation and moving deformable objects by use of a robot with a 2-finger gripper. I would like to form a differential equation for the object deformation and I'm wondering where I could find some papers that has been dealing with this issue. I have thought about just assuming a standard first or second order process for the deformation, but it would be nice to have some references for my choices. Any comments are welcome.
 
Physics news on Phys.org
IN principle, you just write down the equations of equilibrium for the object, plus the stress-strain relations for the material, solve the resulting partial differential equations for the boundary conditions of the object, and then integrate the strain field to get the displacements.

There are lots of software packages that can do that numerically - google for "finite element analysis."

On the other hand, if you really "want to form a differential equation", you will end up with maybe 12 or more coupled partial differential equations, which usually don't have a closed-form solution.

I think what you really need to first is get clear in your mind what you want to calculate and how you plan to use the results, and then start investigating how to calculate it.
 
I am basically only concerned with the deformation in one dimension, the one along the gripper displacement. I also want to express a reactive force from the object, acting on the gripper fingers. Maybe I can model the reactive force as a spring (linear or not). And I would also like to include some dynamics such that the object does not retain its shape instantaneously (after a finger release).
 
Last edited:
Here are some math:
Force from object
\begin{equation}
F_{ob} = k_s (x_{ob,0} - x_{ob})
\end{equation}
\begin{equation}
\ddot{x}_{ob} = ?
\end{equation}
where $x_{ob,0}$: Equilibrium width, $x_{ob}$: Actual width. I just need to be pointed in the right direction. Regarding FEM methods, I just think it would not serve my simple purpose.
 
Last edited:

Similar threads

  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 5 ·
Replies
5
Views
6K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 19 ·
Replies
19
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K