A new Kalman filter approach for structural parameter tracking: Application to the monitoring of damaging structures tested on shaking-tables
In this paper, a new data assimilation framework for correcting finite element models from
datasets acquired on-the-fly in low-frequency dynamics is presented. An Unscented Kalman …
datasets acquired on-the-fly in low-frequency dynamics is presented. An Unscented Kalman …
Hybrid simulation framework with mixed displacement and force control for fully compatible displacements
C Sepulveda, G Mosqueda, KJ Wang… - Earthquake …, 2024 - Wiley Online Library
A novel framework for hybrid simulation of the seismic response of structures is presented
that employs a mixed displacement and force control strategy. A key feature of this …
that employs a mixed displacement and force control strategy. A key feature of this …
Real-time parameter updating for nonlinear digital twins using inverse mapping models and transient-based features
BM Kessels, RHB Fey, N van de Wouw - Nonlinear dynamics, 2023 - Springer
In the context of digital twins, it is essential that a model gives an accurate description of the
(controlled) dynamic behavior of a physical system during the system's entire operational …
(controlled) dynamic behavior of a physical system during the system's entire operational …
Parameter, input and state estimation for linear structural dynamics using parametric model order reduction and augmented Kalman filtering
Tracking the evolution in time of parameters, input and states of a structural dynamic system
is often difficult, since their direct measurement can be problematic or even impossible. It is …
is often difficult, since their direct measurement can be problematic or even impossible. It is …
Selective online model updating in hybrid simulation of a full‐scale steel moment frame
This study presents the implementation of an online model updating algorithm within a full‐
scale hybrid simulation (HS) of a six story, four bay steel moment frame. The experimental …
scale hybrid simulation (HS) of a six story, four bay steel moment frame. The experimental …
Time‐varying reliability analysis based on hybrid Kalman filtering and probability density evolution
E Ghorbani, SS Afshari, D Svecova… - Earthquake …, 2024 - Wiley Online Library
The study introduces a novel approach for time‐varying reliability analysis of structures
called “hybrid UKF‐PDEM” by integrating the unscented Kalman filter (UKF) and the …
called “hybrid UKF‐PDEM” by integrating the unscented Kalman filter (UKF) and the …
Joint Bayesian estimation of process and measurement noise statistics in nonlinear Kalman filtering
Bayesian filtering aims at sequentially estimating the states and parameters in nonlinear
dynamical systems, and finds applications in a variety of engineering fields. Extended and …
dynamical systems, and finds applications in a variety of engineering fields. Extended and …
Mutual information-based feature selection for inverse mapping parameter updating of dynamical systems
BM Kessels, RHB Fey, N van de Wouw - Multibody System Dynamics, 2024 - Springer
A digital twin should be and remain an accurate model representation of a physical system
throughout its operational life. To this end, we aim to update (physically interpretable) …
throughout its operational life. To this end, we aim to update (physically interpretable) …
Online numerical simulation method based on adaptive unscented Kalman filter for shear wall structures
Y Jiang, G Xu - Engineering Structures, 2024 - Elsevier
Hybrid test method is an effective approach to evaluate the seismic performance of
engineering structures. Particularly, online numerical simulation method (ONSM) based on …
engineering structures. Particularly, online numerical simulation method (ONSM) based on …
An EGO-based online model updating method for hybrid simulation
Hybrid simulation combines experimentally testing of physical substructures with
computational simulation of numerical substructures to replicate structural responses under …
computational simulation of numerical substructures to replicate structural responses under …