Matches in SemOpenAlex for { <https://semopenalex.org/work/W2040470023> ?p ?o ?g. }
- W2040470023 endingPage "96" @default.
- W2040470023 startingPage "83" @default.
- W2040470023 abstract "Stochastic model updating must be considered for quantifying uncertainties inherently existing in real-world engineering structures. By this means the statistical properties, instead of deterministic values, of structural parameters can be sought indicating the parameter variability. However, the implementation of stochastic model updating is much more complicated than that of deterministic methods particularly in the aspects of theoretical complexity and low computational efficiency. This study attempts to propose a simple and cost-efficient method by decomposing a stochastic updating process into a series of deterministic ones with the aid of response surface models and Monte Carlo simulation. The response surface models are used as surrogates for original FE models in the interest of programming simplification, fast response computation and easy inverse optimization. Monte Carlo simulation is adopted for generating samples from the assumed or measured probability distributions of responses. Each sample corresponds to an individual deterministic inverse process predicting the deterministic values of parameters. Then the parameter means and variances can be statistically estimated based on all the parameter predictions by running all the samples. Meanwhile, the analysis of variance approach is employed for the evaluation of parameter variability significance. The proposed method has been demonstrated firstly on a numerical beam and then a set of nominally identical steel plates tested in the laboratory. It is found that compared with the existing stochastic model updating methods, the proposed method presents similar accuracy while its primary merits consist in its simple implementation and cost efficiency in response computation and inverse optimization." @default.
- W2040470023 created "2016-06-24" @default.
- W2040470023 creator A5011070621 @default.
- W2040470023 creator A5036380094 @default.
- W2040470023 creator A5070266422 @default.
- W2040470023 date "2012-11-01" @default.
- W2040470023 modified "2023-10-12" @default.
- W2040470023 title "A stochastic model updating method for parameter variability quantification based on response surface models and Monte Carlo simulation" @default.
- W2040470023 cites W1554430274 @default.
- W2040470023 cites W1970590690 @default.
- W2040470023 cites W1992321991 @default.
- W2040470023 cites W1992346668 @default.
- W2040470023 cites W1999820269 @default.
- W2040470023 cites W2013041542 @default.
- W2040470023 cites W2014181466 @default.
- W2040470023 cites W2019460457 @default.
- W2040470023 cites W2022314490 @default.
- W2040470023 cites W2024292495 @default.
- W2040470023 cites W2055382966 @default.
- W2040470023 cites W2067933645 @default.
- W2040470023 cites W2074493747 @default.
- W2040470023 cites W2076080170 @default.
- W2040470023 cites W2086598103 @default.
- W2040470023 cites W2088992346 @default.
- W2040470023 cites W2093597706 @default.
- W2040470023 cites W2166341755 @default.
- W2040470023 cites W2166670624 @default.
- W2040470023 cites W2567592975 @default.
- W2040470023 cites W4235342714 @default.
- W2040470023 doi "https://doi.org/10.1016/j.ymssp.2012.06.028" @default.
- W2040470023 hasPublicationYear "2012" @default.
- W2040470023 type Work @default.
- W2040470023 sameAs 2040470023 @default.
- W2040470023 citedByCount "59" @default.
- W2040470023 countsByYear W20404700232013 @default.
- W2040470023 countsByYear W20404700232014 @default.
- W2040470023 countsByYear W20404700232015 @default.
- W2040470023 countsByYear W20404700232016 @default.
- W2040470023 countsByYear W20404700232017 @default.
- W2040470023 countsByYear W20404700232018 @default.
- W2040470023 countsByYear W20404700232019 @default.
- W2040470023 countsByYear W20404700232020 @default.
- W2040470023 countsByYear W20404700232021 @default.
- W2040470023 countsByYear W20404700232022 @default.
- W2040470023 countsByYear W20404700232023 @default.
- W2040470023 crossrefType "journal-article" @default.
- W2040470023 hasAuthorship W2040470023A5011070621 @default.
- W2040470023 hasAuthorship W2040470023A5036380094 @default.
- W2040470023 hasAuthorship W2040470023A5070266422 @default.
- W2040470023 hasBestOaLocation W20404700232 @default.
- W2040470023 hasConcept C105795698 @default.
- W2040470023 hasConcept C11413529 @default.
- W2040470023 hasConcept C119857082 @default.
- W2040470023 hasConcept C126255220 @default.
- W2040470023 hasConcept C127491075 @default.
- W2040470023 hasConcept C19499675 @default.
- W2040470023 hasConcept C207467116 @default.
- W2040470023 hasConcept C2524010 @default.
- W2040470023 hasConcept C25915931 @default.
- W2040470023 hasConcept C32230216 @default.
- W2040470023 hasConcept C33923547 @default.
- W2040470023 hasConcept C41008148 @default.
- W2040470023 hasConcept C45374587 @default.
- W2040470023 hasConcept C8272713 @default.
- W2040470023 hasConceptScore W2040470023C105795698 @default.
- W2040470023 hasConceptScore W2040470023C11413529 @default.
- W2040470023 hasConceptScore W2040470023C119857082 @default.
- W2040470023 hasConceptScore W2040470023C126255220 @default.
- W2040470023 hasConceptScore W2040470023C127491075 @default.
- W2040470023 hasConceptScore W2040470023C19499675 @default.
- W2040470023 hasConceptScore W2040470023C207467116 @default.
- W2040470023 hasConceptScore W2040470023C2524010 @default.
- W2040470023 hasConceptScore W2040470023C25915931 @default.
- W2040470023 hasConceptScore W2040470023C32230216 @default.
- W2040470023 hasConceptScore W2040470023C33923547 @default.
- W2040470023 hasConceptScore W2040470023C41008148 @default.
- W2040470023 hasConceptScore W2040470023C45374587 @default.
- W2040470023 hasConceptScore W2040470023C8272713 @default.
- W2040470023 hasFunder F4320321001 @default.
- W2040470023 hasFunder F4320321878 @default.
- W2040470023 hasFunder F4320325408 @default.
- W2040470023 hasLocation W20404700231 @default.
- W2040470023 hasLocation W20404700232 @default.
- W2040470023 hasOpenAccess W2040470023 @default.
- W2040470023 hasPrimaryLocation W20404700231 @default.
- W2040470023 hasRelatedWork W1897764920 @default.
- W2040470023 hasRelatedWork W1964079742 @default.
- W2040470023 hasRelatedWork W2040470023 @default.
- W2040470023 hasRelatedWork W2051198468 @default.
- W2040470023 hasRelatedWork W2166816667 @default.
- W2040470023 hasRelatedWork W2377619585 @default.
- W2040470023 hasRelatedWork W2808880283 @default.
- W2040470023 hasRelatedWork W4241385021 @default.
- W2040470023 hasRelatedWork W4251738519 @default.
- W2040470023 hasRelatedWork W4382790083 @default.
- W2040470023 hasVolume "33" @default.
- W2040470023 isParatext "false" @default.
- W2040470023 isRetracted "false" @default.