- Tytuł:
- Reliability analysis of shell truss structure by hybrid Monte Carlo method
- Autorzy:
- Potrzeszcz-Sut, Beata
- Powiązania:
- https://bibliotekanauki.pl/articles/1839654.pdf
- Data publikacji:
- 2020
- Wydawca:
- Polskie Towarzystwo Mechaniki Teoretycznej i Stosowanej
- Tematy:
-
reliability
truss structure
Neural Networks
Hybrid Monte Carlo Method (HMC) - Opis:
- The paper presents an example of reliability analysis of shell structures susceptible to stability loss from the condition of node snapping. In the reliability analysis of the structure, uncertain parameters of the task are represented by uncorrelated random variables. The approach used in the paper is an extension of the idea, which assumes the use of Neural Networks (NNs) in Monte Carlo (MC) simulations to analyze the reliability of the structure. For this purpose, it was necessary to build a simple hybrid system formed with the two independent sequentially working Finite Element Method (FEM) and Neural Networks applications.
- Źródło:
-
Journal of Theoretical and Applied Mechanics; 2020, 58, 2; 469-482
1429-2955 - Pojawia się w:
- Journal of Theoretical and Applied Mechanics
- Dostawca treści:
- Biblioteka Nauki
Artykuł