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

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

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.

Alkuperäiskieli	Ei tiedossa
Otsikko	6th International Symposium on Communications, Control and Signal Processing (ISCCSP)
Toimittajat	Conference Committee
Kustantaja	IEEE
Sivut	368–371
ISBN (painettu)	978-1-4799-2890-3
DOI - pysyväislinkit	https://doi.org/10.1109/ISCCSP.2014.6877890
Tila	Julkaistu - 2014
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	conference; 2014-05-21; 2014-05-23 - Athens Kesto: 21 toukok. 2014 → 23 toukok. 2014

Konferenssi

Konferenssi	conference; 2014-05-21; 2014-05-23
Ajanjakso	21/05/14 → 23/05/14

Keywords

distillation control
identification for control
multi-variable control

Pääsy asiakirjaan

10.1109/ISCCSP.2014.6877890

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

Viittausmuodot

@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). toim. / Conference Committee. IEEE, 2014. s. 368–371.

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - Construction of plant friendly input excitations for ill-conditioned multivariable process identification

AU - Ghosh, Ramkrishna

PY - 2014

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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

SP - 368

EP - 371

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

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PB - IEEE

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

Y2 - 21 May 2014 through 23 May 2014

ER -