Bayesian methods for updating dynamic models

KV Yuen, SC Kuok - 2011 - asmedigitalcollection.asme.org
Abstract Model updating of dynamical systems has been attracting much attention because it
has a very wide range of applications in aerospace, civil, and mechanical engineering, etc …

[HTML][HTML] Fatigue assessment of wind turbine towers: Review of processing strategies with illustrative case study

J Pacheco, F Pimenta, S Pereira, Á Cunha… - Energies, 2022 - mdpi.com
Wind turbines are structures predominantly subjected to dynamic loads throughout their
period of life. In that sense, fatigue design plays a central role. Particularly, support structure …

A dual Kalman filter approach for state estimation via output-only acceleration measurements

SE Azam, E Chatzi, C Papadimitriou - Mechanical systems and signal …, 2015 - Elsevier
A dual implementation of the Kalman filter is proposed for estimating the unknown input and
states of a linear state-space model by using sparse noisy acceleration measurements. The …

Frequency-domain methods for a vibration-fatigue-life estimation–application to real data

M Mršnik, J Slavič, M Boltežar - International journal of fatigue, 2013 - Elsevier
The characterization of vibration-fatigue strength is one of the key parts of mechanical
design. It is closely related to structural dynamics, which is generally studied in the …

[HTML][HTML] An adaptive-noise Augmented Kalman Filter approach for input-state estimation in structural dynamics

S Vettori, E Di Lorenzo, B Peeters, MM Luczak… - … Systems and Signal …, 2023 - Elsevier
The establishment of a Digital Twin of an operating engineered system can increase the
potency of Structural Health Monitoring (SHM) tools, which are then bestowed with …

Joint input-response estimation for structural systems based on reduced-order models and vibration data from a limited number of sensors

E Lourens, C Papadimitriou, S Gillijns… - … Systems and Signal …, 2012 - Elsevier
An algorithm is presented for jointly estimating the input and state of a structure from a
limited number of acceleration measurements. The algorithm extends an existing joint input …

Dynamic strain estimation for fatigue assessment of an offshore monopile wind turbine using filtering and modal expansion algorithms

K Maes, A Iliopoulos, W Weijtjens, C Devriendt… - … Systems and Signal …, 2016 - Elsevier
Offshore wind turbines are exposed to continuous wind and wave excitation. The monitoring
of high periodic strains at critical locations is important to assess the remaining lifetime of the …

Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment

NS Gulgec, M Takáč, SN Pakzad - Computer‐Aided Civil and …, 2020 - Wiley Online Library
Many of the civil structures experience significant vibrations and repeated stress cycles
during their life span. These conditions are the bases for fatigue analysis to accurately …

Joint input-state estimation in structural dynamics

K Maes, AW Smyth, G De Roeck, G Lombaert - Mechanical Systems and …, 2016 - Elsevier
This paper presents a joint input-state estimation algorithm that can be used for the
identification of forces applied to a structure and for the extrapolation of the measured data …

Experimental validation of the Kalman-type filters for online and real-time state and input estimation

SE Azam, E Chatzi, C Papadimitriou… - Journal of vibration …, 2017 - journals.sagepub.com
In this study, a novel dual implementation of the Kalman filter proposed by Eftekhar Azam et
al.(2014, 2015) is experimentally validated for simultaneous estimation of the states and …