State estimation for bilinear systems through minimizing the covariance matrix of the state estimation errors

X Zhang, F Ding, E Yang - International Journal of Adaptive …, 2019 - Wiley Online Library
This paper considers the state estimation problem of bilinear systems in the presence of
disturbances. The standard Kalman filter is recognized as the best state estimator for linear …

Hierarchical parameter and state estimation for bilinear systems

X Zhang, F Ding - International Journal of Systems Science, 2020 - Taylor & Francis
The identification of state-space models of bilinear systems is studied in this paper. The
parameters to be identified of the considered system are coupled with the unknown states …

[图书][B] Robust model-based fault diagnosis for dynamic systems

J Chen, RJ Patton - 2012 - books.google.com
There is an increasing demand for dynamic systems to become more safe and reliable. This
requirement extends beyond the normally accepted safety-critical systems of nuclear …

A simple observer for nonlinear systems applications to bioreactors

JP Gauthier, H Hammouri… - IEEE Transactions on …, 1992 - ieeexplore.ieee.org
An observer for nonlinear systems is constructed under rather general technical
assumptions (the fact that some functions are globally Lipschitz). This observer works either …

Combined state and parameter estimation for a bilinear state space system with moving average noise

X Zhang, L Xu, F Ding, T Hayat - Journal of the Franklin Institute, 2018 - Elsevier
This paper considers the identification problem of bilinear systems with measurement noise
in the form of the moving average model. In particular, we present an interactive estimation …

Recursive parameter identification of the dynamical models for bilinear state space systems

X Zhang, F Ding, FE Alsaadi, T Hayat - Nonlinear Dynamics, 2017 - Springer
This paper investigates the recursive parameter and state estimation algorithms for a special
class of nonlinear systems (ie, bilinear state space systems). A state observer-based …

Joint iterative state and parameter estimation for bilinear systems with autoregressive noises via the data filtering

S Liu, Y Wang, F Ding, A Alsaedi, T Hayat - ISA transactions, 2024 - Elsevier
This paper proposes a novel iterative algorithm for the joint state and parameter estimation
of bilinear state–space systems disturbed by colored noise. Estimating the states and …

Observation of bilinear systems with application to biological control

D Williamson - Automatica, 1977 - Elsevier
In this paper a system of bilinear equations is derived which under appropriate conditions
model the microbial cellgrowth and product formation of various waste treatment and …

Observer synthesis for a class of nonlinear control systems

G Besançon, G Bornard, H Hammouri - European Journal of control, 1996 - Elsevier
This paper provides an observer for the block-stateaffine cascade systems, up to cascade
non-linear injections. This observer can obviously be extended to all systems diffeomorphic …

Observer synthesis for state-affine systems

H Hammouri, J de Leon Morales - 29th IEEE Conference on …, 1990 - ieeexplore.ieee.org
The problem of synthesis of observers for nonlinear systems is considered. An observer for
state-affine systems is constructed and it is shown that it depends on the inputs of the …