Virtual, Digital and Hybrid Twins: A New Paradigm in Data-Based Engineering and Engineered Data
Resumen: Engineering is evolving in the same way than society is doing. Nowadays, data is acquiring a prominence never imagined. In the past, in the domain of materials, processes and structures, testing machines allowed extract data that served in turn to calibrate state-of-the-art models. Some calibration procedures were even integrated within these testing machines. Thus, once the model had been calibrated, computer simulation takes place. However, data can offer much more than a simple state-of-the-art model calibration, and not only from its simple statistical analysis, but from the modeling and simulation viewpoints. This gives rise to the the family of so-called twins: the virtual, the digital and the hybrid twins. Moreover, as discussed in the present paper, not only data serve to enrich physically-based models. These could allow us to perform a tremendous leap forward, by replacing big-data-based habits by the incipient smart-data paradigm.
Idioma: Inglés
DOI: 10.1007/s11831-018-9301-4
Año: 2018
Publicado en: ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING 27 (2018), 105–134
ISSN: 1134-3060

Factor impacto JCR: 7.242 (2018)
Categ. JCR: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS rank: 5 / 106 = 0.047 (2018) - Q1 - T1
Categ. JCR: MATHEMATICS, INTERDISCIPLINARY APPLICATIONS rank: 1 / 105 = 0.01 (2018) - Q1 - T1
Categ. JCR: ENGINEERING, MULTIDISCIPLINARY rank: 2 / 88 = 0.023 (2018) - Q1 - T1

Factor impacto SCIMAGO: 1.978 - Computer Science Applications (Q1) - Applied Mathematics (Q1)

Financiación: info:eu-repo/grantAgreement/ES/DGA/T24-17R
Financiación: info:eu-repo/grantAgreement/ES/MINECO/DPI2015-72365-EXP
Financiación: info:eu-repo/grantAgreement/ES/MINECO/DPI2017-85139-C2-1-R
Tipo y forma: Article (PostPrint)
Área (Departamento): Área Mec.Med.Cont. y Teor.Est. (Dpto. Ingeniería Mecánica)

Rights Reserved All rights reserved by journal editor


Exportado de SIDERAL (2020-06-09-13:23:43)


Visitas y descargas

Este artículo se encuentra en las siguientes colecciones:
Articles



 Record created 2019-11-26, last modified 2020-06-09


Postprint:
 PDF
Rate this document:

Rate this document:
1
2
3
 
(Not yet reviewed)