Online state and input force estimation for multibody models employing extended Kalman filtering

F Naets, R Pastorino, J Cuadrado… - Multibody System …, 2014 - Springer
This paper discusses the use of Subsystem Global Modal Parameterization (SS-GMP)
reduced multibody models in an augmented discrete extended Kalman filter (A-DEKF) to …

Real-time state observers based on multibody models and the extended Kalman filter

J Cuadrado, D Dopico, A Barreiro… - Journal of mechanical …, 2009 - Springer
This work is a preliminary study on the use of the extended Kalman filter (EKF) for the state
estimation of multibody systems. The observers based on the EKF are described by first …

State estimation using multibody models and non-linear Kalman filters

R Pastorino, D Richiedei, J Cuadrado… - International Journal of …, 2013 - Elsevier
The aim of this work is to provide a thorough research on the implementation of some non-
linear Kalman filters (KF) using multibody (MB) models and to compare their performances …

A discrete-time extended Kalman filter approach tailored for multibody models: state-input estimation

R Adduci, M Vermaut, F Naets, J Croes, W Desmet - Sensors, 2021 - mdpi.com
Model-based force estimation is an emerging methodology in the mechatronic community
given the possibility to exploit physically inspired high-fidelity models in tandem with ready …

Deep learning of multibody minimal coordinates for state and input estimation with Kalman filtering

A Angeli, W Desmet, F Naets - Multibody System Dynamics, 2021 - Springer
In general, multibody models are described with a set of redundant coordinates and
additional constraints. Their dynamics is thus expressed through differential algebraic …

Linearization-based state-transition model for the discrete extended Kalman filter applied to multibody simulations

L Pyrhönen, S Jaiswal, A Garcia-Agundez… - Multibody System …, 2023 - Springer
This study investigates the discrete extended Kalman filter as applied to multibody systems
and focuses on accurate formulation of the state-transition model in the framework. The …

Two-stage approach to state and force estimation in rigid-link multibody systems

I Palomba, D Richiedei, A Trevisani - Multibody System Dynamics, 2017 - Springer
A novel two-stage approach is presented for improving the estimates of both the kinematic
state and the unknown external forces in rigid-link multibody systems with negligible joint …

Accuracy and efficiency comparison of various nonlinear Kalman filters applied to multibody models

E Sanjurjo, MÁ Naya, JL Blanco-Claraco… - Nonlinear …, 2017 - Springer
Multibody simulations are already used in many industries to speed up the development of
new products. However, improvements in multibody formulations and the continuous …

A differential-algebraic extended Kalman filter with exact constraint satisfaction

T Tamarozzi, P Jiránek, D De Gregoriis - Mechanical Systems and Signal …, 2024 - Elsevier
This work proposes an Augmented Manifold Differential-Algebraic Extended Kalman Filter
for state and input estimation for multibody systems described by a set of differential …

State and force observers based on multibody models and the indirect Kalman filter

E Sanjurjo, D Dopico, A Luaces, MÁ Naya - Mechanical Systems and …, 2018 - Elsevier
The aim of this work is to present two new methods to provide state observers by combining
multibody simulations with indirect extended Kalman filters. One of the methods presented …