Back to Search
Start Over
Lightweight design of hinge beam based on Kriging agent model.
- Source :
-
Journal of Mechanical Science & Technology . Jul2022, Vol. 36 Issue 7, p3585-3595. 11p. - Publication Year :
- 2022
-
Abstract
- This paper presents an optimization method based on the Kriging and multi-objective genetic algorithm. First, taking the hinged beam structure of the cubic diamond press as the design object, the optimization design mathematical model was established with the mass as the objective function, the stress and displacement peak as the constraint conditions. Second, in combination with SolidWorks and ANSYS Workbench, parametric modeling analysis was conducted to obtain a large number of sample points sparing less time, and the agent model constructed by Kriging was trained and verified. Finally, taking advantage of global search of the multi-objective genetic algorithm, a lightweight design was realized and the mass of the hinge beam structure was effectively reduced, which would be a guiding significance for the lightweight design of other mechanical parts. [ABSTRACT FROM AUTHOR]
- Subjects :
- *KRIGING
*GENETIC algorithms
*MATHEMATICAL optimization
*HINGES
*PARAMETRIC modeling
Subjects
Details
- Language :
- English
- ISSN :
- 1738494X
- Volume :
- 36
- Issue :
- 7
- Database :
- Academic Search Index
- Journal :
- Journal of Mechanical Science & Technology
- Publication Type :
- Academic Journal
- Accession number :
- 157987726
- Full Text :
- https://doi.org/10.1007/s12206-022-0634-4