Title: Subspace state space system identification for industrial processes
Authors: Favoreel, W ×
De Moor, Bart
Van Overschee, P #
Issue Date: Apr-2000
Publisher: Elsevier sci ltd
Series Title: Journal of process control vol:10 issue:2-3 pages:149-155
Abstract: We give a general overview of the state-of-the-art in subspace system identification methods. We have restricted ourselves to the most important ideas and developments since the methods appeared in the late eighties. First, the basics of linear subspace identification are summarized. Different algorithms one finds in literature (such as N4SID, IV-4SID, MOESP, CVA) are discussed and put into a unifying framework. Further, a comparison between subspace identification and prediction error methods is made on the basis of computational complexity and precision of the methods by applying them on 10 industrial data sets. (C) 2000 IFAC. published by Elsevier Science Ltd. All rights reserved.
ISSN: 0959-1524
Publication status: published
KU Leuven publication type: IT
Appears in Collections:ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics
× corresponding author
# (joint) last author

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