An overview of subspace identification

S. Joe QIN

doi:10.1016/j.compchemeng.2006.05.045

An overview of subspace identification

S. Joe QIN^*

^*Corresponding author for this work

Research output: Journal Publications › Journal Article (refereed) › peer-review

545 Citations (Scopus)

Abstract

This paper provides an overview of the state of the art of subspace identification methods for both open-loop and closed-loop systems. Practical considerations and future directions are given at the end of the paper. © 2006 Elsevier Ltd. All rights reserved.

Original language	English
Pages (from-to)	1502-1513
Number of pages	12
Journal	Computers and Chemical Engineering
Volume	30
Issue number	10-12
Early online date	28 Aug 2006
DOIs	https://doi.org/10.1016/j.compchemeng.2006.05.045
Publication status	Published - 12 Sept 2006
Externally published	Yes

Bibliographical note

Financial support from Natural Science Foundation under CTS-9985074, National Science Foundation of China under an Overseas Young Investigator Award (60228001), and the Texas-Wisconsin Modeling and Control Consortium are gratefully acknowledged.

Keywords

Causal model
Closed-loop identification
Overview
Practice
State space models
Subspace identification

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10.1016/j.compchemeng.2006.05.045

Cite this

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title = "An overview of subspace identification",

abstract = "This paper provides an overview of the state of the art of subspace identification methods for both open-loop and closed-loop systems. Practical considerations and future directions are given at the end of the paper. {\textcopyright} 2006 Elsevier Ltd. All rights reserved.",

keywords = "Causal model, Closed-loop identification, Overview, Practice, State space models, Subspace identification",

author = "QIN, {S. Joe}",

note = "Financial support from Natural Science Foundation under CTS-9985074, National Science Foundation of China under an Overseas Young Investigator Award (60228001), and the Texas-Wisconsin Modeling and Control Consortium are gratefully acknowledged.",

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Y1 - 2006/9/12

N2 - This paper provides an overview of the state of the art of subspace identification methods for both open-loop and closed-loop systems. Practical considerations and future directions are given at the end of the paper. © 2006 Elsevier Ltd. All rights reserved.

AB - This paper provides an overview of the state of the art of subspace identification methods for both open-loop and closed-loop systems. Practical considerations and future directions are given at the end of the paper. © 2006 Elsevier Ltd. All rights reserved.

KW - Causal model

KW - Closed-loop identification

KW - Overview

KW - Practice

KW - State space models

KW - Subspace identification

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DO - 10.1016/j.compchemeng.2006.05.045

M3 - Journal Article (refereed)

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VL - 30

SP - 1502

EP - 1513

JO - Computers and Chemical Engineering

JF - Computers and Chemical Engineering

IS - 10-12

ER -

An overview of subspace identification

Abstract

Bibliographical note

Keywords

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