Joint parameter-input estimation for digital twinning of the Block Island wind turbine using output-only measurements

This paper presents a recursive Bayesian inference framework for digital twinning of an offshore wind turbine (OWT) in the Block Island Wind Farm (BIWF), the first commercial offshore wind farm in the U.S. with jacket substructure. The framework employs a window-based extended Kalman filter (EKF) to...

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Bibliographic Details

Published in:	Mechanical systems and signal processing Vol. 198; p. 110425
Main Authors:	Song, Mingming, Moaveni, Babak, Ebrahimian, Hamed, Hines, Eric, Bajric, Anela
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.09.2023
Subjects:	Block Island Wind Farm Digital twinning Extended Kalman filter Input estimation Model updating Offshore wind turbine Recursive Bayesian inference Recursive Bayesian inference Block Island Wind Farm Digital twinning Offshore wind turbine Input estimation Extended Kalman filter Model updating
ISSN:	0888-3270
Online Access:	Get full text
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