Abstract
Firstly, the IRSM and its mathematical model were developed with the emphasis on moving least-square method, and the advanced MC simulation method is studied based on Latin hypercube sampling method as well. And then the SMU procedure was presented with experimental static test for complex structure. The SMUs of simply-supported beam and aeroengine stator system (casings) were implemented to validate the proposed IRSM and advanced MC simulation method. The results show that (1) the SMU strategy hold high computational precision and efficiency for the SMUs of complex structural system; (2) the IRSM is demonstrated to be an effective model due to its SMU time is far less than that of traditional response surface method, which is promising to improve the computational speed and accuracy of SMU; (3) the advanced MC method observably decrease the samples from finite element simulations and the elapsed time of SMU. The efforts of this paper provide a promising SMU strategy for complex structure and enrich the theory of model updating.
| Original language | English |
|---|---|
| Pages (from-to) | 323-338 |
| Number of pages | 16 |
| Journal | Mechanical Systems and Signal Processing |
| Volume | 82 |
| DOIs | |
| Publication status | Published - 1 Jan 2017 |
Keywords
- Design of experiment
- Experimental static test
- Monte Carlo simulation
- Moving least-squares method
- Response surface model
- Stochastic model updating
ASJC Scopus subject areas
- Control and Systems Engineering
- Signal Processing
- Civil and Structural Engineering
- Aerospace Engineering
- Mechanical Engineering
- Computer Science Applications