Kalman-based load identification and full-field estimation analysis on industrial test case

R Cumbo, T Tamarozzi, K Janssens… - Mechanical Systems and …, 2019 - Elsevier
The potential of the Augmented Kalman Filter algorithm is tested in this paper for joint state-
input estimation in structural dynamics field. In view of inverse load identification, the filter is …

Practical issues on the applicability of Kalman filtering for reconstructing mechanical sources in structural dynamics

M Aucejo, O De Smet, JF Deü - Journal of Sound and Vibration, 2019 - Elsevier
Kalman-type filtering tends to become one of the favorite approaches for solving joint input-
state estimation problems in the structural dynamics community. This article focuses on the …

Parameter, input and state estimation for linear structural dynamics using parametric model order reduction and augmented Kalman filtering

CE Capalbo, D De Gregoriis, T Tamarozzi… - … Systems and Signal …, 2023 - Elsevier
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 …

[PDF][PDF] Noise, ill-conditioning and sensor placement analysis for force estimation through virtual sensing

T Tamarozzi, E Risaliti, W Rottiers… - … Conference on Noise …, 2016 - lirias.kuleuven.be
The knowledge of loads acting on machines and components is crucial in many application
fields. Input estimation though is a very challenging inverse problem with which researchers …

[PDF][PDF] Virtual sensing of wheel center forces by means of a linear state estimator

E Risaliti, J Van Cauteren, T Tamarozzi… - … Conference on Noise …, 2016 - researchgate.net
The knowledge of external loads acting on a vehicle is necessary in order to perform design
analysis. While performing durability analysis for instance, the encountered loads due to the …

Load torque estimation for an automotive electric rear axle drive by means of virtual sensing using Kalman filtering

R Kalcher, K Ellermann, G Kelz - International Journal of …, 2022 - inderscienceonline.com
Load torque signal information in hybrid or battery electric vehicles would be beneficial for
control applications, extended diagnosis or load spectrum acquisition. Due to the high cost …

[PDF][PDF] Model based virtual sensors for wheel center loads and full strain field on vehicle suspension components

E Risaliti - 2019 - lirias.kuleuven.be
Durability is the capability of an object of maintaining its functionality for a predefined
amount of time. Considering the vehicle industry, the expected lifetime of a passenger car …

Development and validation of a Kalman filter based load torque estimation method for electric axle drives

R Kalcher, K Ellermann, G Kelz… - … Journal of Vehicle …, 2023 - inderscienceonline.com
Based on the automotive development strategies towards electrification and autonomous
driving, the need of enhancements regarding state estimations, extended diagnosis as well …

A Method for Determining Impact Force for Single and Tri Axis Resonant Plate Shock Simulations

BA Ferri, RN Hopkins - … , Aircraft/Aerospace, Energy Harvesting & Dynamic …, 2020 - Springer
In the past year, resonant plate tests designed to excite all three axes simultaneously have
become increasingly popular at Sandia National Labs. Historically, only one axis was tested …

[PDF][PDF] Model-based Simulation Framework for Multi-Axis Random Vibration Testing

R Araújo, AG De Miguel, M Dal Borgo, A Russi… - 2023 - dael.euracoustics.org
Dynamic environmental test campaigns play a crucial role in verifying that the components
under test can withstand the vibrational environment expected during their operation …