Stochastic stable node-based smoothed finite element method for uncertainty and reliability analysis of thermo-mechanical problems. (May 2020)
- Record Type:
- Journal Article
- Title:
- Stochastic stable node-based smoothed finite element method for uncertainty and reliability analysis of thermo-mechanical problems. (May 2020)
- Main Title:
- Stochastic stable node-based smoothed finite element method for uncertainty and reliability analysis of thermo-mechanical problems
- Authors:
- Wang, Bing
Cai, Yong
Li, Zichao
Ding, Chensen
Yang, Tianjuan
Cui, Xiangyang - Abstract:
- Highlights: A stochastic stable node-based smoothed finite element method is proposed to deal with complex three-dimensional problems. Several mathematical models for reliability analysis of thermal stress are proposed. SNS-FEM is introduced into the analysis process to keep high-efficiency, high-accuracy, and high-stability. The effects of different mathematical models and uncertain parameters on the analysis results are taken into consideration. Abstract: This thesis herein proposes a stochastic stable node-based smoothed finite element method for uncertainty and reliability analysis of thermo-mechanical problems. First, the deterministic ingredient of the thermo-mechanical solution is accurately solved by our proposed stable node-based smoothed finite element method (SNS-FEM); and the stochastic ingredient including the fourth-order moment and probability density functions (PDFs) is obtained via stochastic response analysis. Furthermore, we extend the work to the reliability field by innovatively exploring several mathematical models for reliability analysis, such as structural failure probability (Pf) of thermal stress. At last, several thermo-mechanical related examples, including 2D and 3D, are hereby demonstrated to verify the accuracy and efficiency of the proposed stochastic stable node-based smoothed finite element method, by comparing with the direct classic Monte Carlo simulation (MCS). In addition, the effects of different uncertain parameters on the solution toHighlights: A stochastic stable node-based smoothed finite element method is proposed to deal with complex three-dimensional problems. Several mathematical models for reliability analysis of thermal stress are proposed. SNS-FEM is introduced into the analysis process to keep high-efficiency, high-accuracy, and high-stability. The effects of different mathematical models and uncertain parameters on the analysis results are taken into consideration. Abstract: This thesis herein proposes a stochastic stable node-based smoothed finite element method for uncertainty and reliability analysis of thermo-mechanical problems. First, the deterministic ingredient of the thermo-mechanical solution is accurately solved by our proposed stable node-based smoothed finite element method (SNS-FEM); and the stochastic ingredient including the fourth-order moment and probability density functions (PDFs) is obtained via stochastic response analysis. Furthermore, we extend the work to the reliability field by innovatively exploring several mathematical models for reliability analysis, such as structural failure probability (Pf) of thermal stress. At last, several thermo-mechanical related examples, including 2D and 3D, are hereby demonstrated to verify the accuracy and efficiency of the proposed stochastic stable node-based smoothed finite element method, by comparing with the direct classic Monte Carlo simulation (MCS). In addition, the effects of different uncertain parameters on the solution to the stochastic response and reliability analysis are illustrated and discussed. … (more)
- Is Part Of:
- Engineering analysis with boundary elements. Volume 114(2020)
- Journal:
- Engineering analysis with boundary elements
- Issue:
- Volume 114(2020)
- Issue Display:
- Volume 114, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 114
- Issue:
- 2020
- Issue Sort Value:
- 2020-0114-2020-0000
- Page Start:
- 23
- Page End:
- 44
- Publication Date:
- 2020-05
- Subjects:
- SNS-FEM -- Stochastic response analysis -- Thermo-mechanical problems -- Reliability analysis -- Thermal stress
Boundary element methods -- Periodicals
Engineering mathematics -- Periodicals
Équations intégrales de frontière, Méthodes des -- Périodiques
Mathématiques de l'ingénieur -- Périodiques
Boundary element methods
Engineering mathematics
Periodicals
620.00151 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09557997 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.enganabound.2020.02.002 ↗
- Languages:
- English
- ISSNs:
- 0955-7997
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3753.350000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 13384.xml