X. ZHOU; L. DONG; M. GIGLIO; C. SBARUFATTI

DOI Number: 10.13009/EUCASS2023-095

In this study, two categories of uncertain parameters, fleet-shared and standalone, in individual digital twins are considered within a fleet. a sharing step is added in the particle filter, allowing the distributions of fleet-shared parameters to be shared among different individuals. Gaussian copula is used to measure and recover correlation among states and parameters before and after sharing. Preliminary validation using several hypothesized specimens illustrates that our approach. can improved the accuracy in parameter calibration, leading to improved diagnosis and prognosis. Further validation on complex structures with complicated damage growth mechanisms is left as future work by the authors.

Read the full paper here

In Categories: 1. Aerospace Europe Conference 2023, 1.Events, 14. Structures and Materials
Email
Print
LinkedIn
The paper above was part of  proceedings of a CEAS event and as such the author has signed a publication agreement to have their paper published in the repository. In the case this paper is found somewhere else CEAS always links to the other source.  CEAS takes great care in making the correct content available to the reader. If any mistakes are found  in the listings please contact us directly at papers@aerospacerepository.org and we will correct the listing promptly.  CEAS cannot be held liable either for mistakes in editorial or technical aspects, nor for omissions, nor for the correctness of the content. In particular, CEAS does not guarantee completeness or correctness of information contained in external websites which can be accessed via links from CEAS’s websites. Despite accurate research on the content of such linked external websites, CEAS cannot be held liable for their content. Only the content providers of such external sites are liable for their content. Should you notice any mistake in technical or editorial aspects of the CEAS site, please do not hesitate to inform us.