TL;DR
This paper introduces a fast explicit finite element algorithm for transient heat transfer that enables real-time simulation by eliminating iterative procedures and pre-computing matrices, effectively handling nonlinear thermal properties and boundary conditions.
Contribution
The paper presents a novel explicit finite element method that significantly reduces computation time for transient heat transfer simulations, suitable for real-time applications.
Findings
Handles nonlinear thermal properties and boundary conditions.
Achieves real-time computational performance.
Maintains accuracy comparable to commercial FEA packages.
Abstract
This paper presents a novel methodology for fast simulation and analysis of transient heat transfer. The proposed methodology is suitable for real-time applications owing to (i) establishing the solution method from the viewpoint of computationally efficient explicit dynamics, (ii) proposing an element-level thermal load computation to eliminate the need for assembling global thermal stiffness, leading to (iii) an explicit formulation of nodal temperature computation to eliminate the need for iterations anywhere in the algorithm, (iv) pre-computing the constant matrices and simulation parameters to facilitate online calculation, and (v) utilising computationally efficient finite elements to efficiently obtain thermal responses in the spatial domain, all of which lead to a significant reduction in computation time for fast run-time simulation. The proposed fast explicit dynamics finite…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
