Construction of plant friendly input excitations for ill-conditioned multivariable process identification

Ramkrishna Ghosh

doi:10.1109/ISCCSP.2014.6877890

Construction of plant friendly input excitations for ill-conditioned multivariable process identification

Ramkrishna Ghosh

Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

1 Citation (Scopus)

Abstract

The objective of this work is to evaluate and compare the effectiveness of input excitation signal design methods considering gain directions for the case of ill-conditioned multi-input multi output (MIMO) systems. For this purpose, a four inputs-four outputs (4 × 4) stripper section of distillation column is considered. Different plant friendly indices (such as, crest factor, PIPS) and fit percentage were used to quantify effectiveness of different input excitation signal design methods. Subsequently the quality of these methods and thus the quality of associated input excitation is evaluated through cross validation analysis.

Original language	Undefined/Unknown
Title of host publication	6th International Symposium on Communications, Control and Signal Processing (ISCCSP)
Editors	Conference Committee
Publisher	IEEE
Pages	368–371
ISBN (Print)	978-1-4799-2890-3
DOIs	https://doi.org/10.1109/ISCCSP.2014.6877890
Publication status	Published - 2014
MoE publication type	A4 Article in a conference publication
Event	conference; 2014-05-21; 2014-05-23 - Athens Duration: 21 May 2014 → 23 May 2014

Conference

Conference	conference; 2014-05-21; 2014-05-23
Period	21/05/14 → 23/05/14

Keywords

distillation control
identification for control
multi-variable control

Access to Document

10.1109/ISCCSP.2014.6877890

http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6877890

Cite this

@inproceedings{ca18a2eed72e4f3fa69dd168b776b418,

title = "Construction of plant friendly input excitations for ill-conditioned multivariable process identification",

abstract = "The objective of this work is to evaluate and compare the effectiveness of input excitation signal design methods considering gain directions for the case of ill-conditioned multi-input multi output (MIMO) systems. For this purpose, a four inputs-four outputs (4 × 4) stripper section of distillation column is considered. Different plant friendly indices (such as, crest factor, PIPS) and fit percentage were used to quantify effectiveness of different input excitation signal design methods. Subsequently the quality of these methods and thus the quality of associated input excitation is evaluated through cross validation analysis.",

keywords = "distillation control, identification for control, multi-variable control, distillation control, identification for control, multi-variable control, distillation control, identification for control, multi-variable control",

author = "Ramkrishna Ghosh",

year = "2014",

doi = "10.1109/ISCCSP.2014.6877890",

language = "Odefinierat/ok{\"a}nt",

isbn = "978-1-4799-2890-3",

pages = "368–371",

editor = "Conference Committee",

booktitle = "6th International Symposium on Communications, Control and Signal Processing (ISCCSP)",

publisher = "IEEE",

note = "conference; 2014-05-21; 2014-05-23 ; Conference date: 21-05-2014 Through 23-05-2014",

}

Construction of plant friendly input excitations for ill-conditioned multivariable process identification. / Ghosh, Ramkrishna.
6th International Symposium on Communications, Control and Signal Processing (ISCCSP). ed. / Conference Committee. IEEE, 2014. p. 368–371.

Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

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AU - Ghosh, Ramkrishna

PY - 2014

Y1 - 2014

N2 - The objective of this work is to evaluate and compare the effectiveness of input excitation signal design methods considering gain directions for the case of ill-conditioned multi-input multi output (MIMO) systems. For this purpose, a four inputs-four outputs (4 × 4) stripper section of distillation column is considered. Different plant friendly indices (such as, crest factor, PIPS) and fit percentage were used to quantify effectiveness of different input excitation signal design methods. Subsequently the quality of these methods and thus the quality of associated input excitation is evaluated through cross validation analysis.

AB - The objective of this work is to evaluate and compare the effectiveness of input excitation signal design methods considering gain directions for the case of ill-conditioned multi-input multi output (MIMO) systems. For this purpose, a four inputs-four outputs (4 × 4) stripper section of distillation column is considered. Different plant friendly indices (such as, crest factor, PIPS) and fit percentage were used to quantify effectiveness of different input excitation signal design methods. Subsequently the quality of these methods and thus the quality of associated input excitation is evaluated through cross validation analysis.

KW - distillation control

KW - identification for control

KW - multi-variable control

KW - distillation control

KW - identification for control

KW - multi-variable control

KW - distillation control

KW - identification for control

KW - multi-variable control

U2 - 10.1109/ISCCSP.2014.6877890

DO - 10.1109/ISCCSP.2014.6877890

M3 - Konferensbidrag

SN - 978-1-4799-2890-3

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EP - 371

BT - 6th International Symposium on Communications, Control and Signal Processing (ISCCSP)

A2 - Committee, Conference

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T2 - conference; 2014-05-21; 2014-05-23

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