Towards the development of an operational digital twin

Gardner, P., Dal Borgo, M., Ruffini, V. et al. (3 more authors) (2020) Towards the development of an operational digital twin. Vibration, 3 (3). pp. 235-265.



  • Gardner, P.
  • Dal Borgo, M.
  • Ruffini, V.
  • Hughes, A.J.
  • Zhu, Y.
  • Wagg, D.J.
Copyright, Publisher and Additional Information: © 2020 The Authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (
Keywords: digital twin; data-driven modelling; machine learning; validation; active learning; hybrid testing; active control
  • Accepted: 2 September 2020
  • Published (online): 4 September 2020
  • Published: 4 September 2020
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield)
Funding Information:
FunderGrant number
Engineering and Physical Science Research CouncilEP/R006768/1
Depositing User: Symplectic Sheffield
Date Deposited: 30 Sep 2020 13:07
Last Modified: 30 Sep 2020 13:07
Status: Published
Publisher: MDPI AG
Refereed: Yes
Identification Number: