Nonlinear Estimation for Model Based Fault Diagnosis of Nonlinear Chemical Systems

Nonlinear estimation techniques play an important role for process monitoring since some states and most of the parameters cannot be directly measured. There are many techniques available for nonlinear state and parameter estimation, i.e., extended Kalman filter (EKF), unscented Kalman filter (UKF),...

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Bibliographic Details
Main Author: Qu, Chunyan
Other Authors: Hahn, Juergen
Format: Others
Language:en_US
Published: 2011
Subjects:
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7225