FEM using projection of physical properties suitable for movement modeling and optimization processes. Issue 5 (23rd November 2020)

• Record Type: Journal Article
• Authors: Ristagno, Baptiste; Giraud, Dominique; Fontchastagner, Julien; Netter, Denis; Takorabet, Noureddine; Devornique, Geoffrey; Labbe, Nicolas
• Is Part Of: Compel. Volume 39:Issue 5(2020)
• Page Start: 1185
• Page End: 1199
• Publication Date: 2020-11-23
• Subjects: Electrical machine -- Finite element method -- Mesh generation; Electrical engineering -- Data Processing -- Periodicals; Electrical engineering -- Mathematics -- Periodicals; Electrical engineering -- Periodicals; Electronics -- Data Processing -- Periodicals; Electronics -- Mathematics -- Periodicals; 621.3
• DOI: 10.1108/COMPEL-01-2020-0022
• Languages: English
• ISSNs: 0332-1649

Abstract

Abstract : Purpose: Optimization processes and movement modeling usually require a high number of simulations. The purpose of this paper is to reduce global central processing unit (CPU) time by decreasing each evaluation time. Design Methodology Approach: Remeshing the geometry at each iteration is avoided in the proposed method. The idea consists in using a fixed mesh on which functions are projected to represent geometry and supply. Findings: Results are very promising. CPU time is reduced for three dimensional problems by almost a factor two, keeping a low relative deviation from usual methods. CPU time saving is performed by avoiding meshing step and also by a better initialization of iterative resolution. Optimization, movement modeling and transient-state simulation are very efficient and give same results as usual finite element method. Research Limitations Implications: The method is restricted to simple geometry owing to the difficulty of finding spatial mathematical function describing the geometry. Moreover, a compromise between imprecision, caused by the boundary evaluation, and time saving must be found. Originality Value: The method can be applied to optimize rotating machines design. Moreover, movement modeling is performed by shifting functions corresponding to moving parts.