Modeling and identification of centrifugal compressor dynamics with approximate realizations

J. Helvoirt, van; A.G. Jager, de; M. Steinbuch; J.P.M. Smeulers

doi:10.1109/CCA.2005.1507335

Modeling and identification of centrifugal compressor dynamics with approximate realizations

J. Helvoirt, van, A.G. Jager, de, M. Steinbuch, J.P.M. Smeulers

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

224 Downloads (Pure)

Abstract

This paper deals with the parameter identification of a model for the dynamic behavior of a large industrial centrifugal compression system. Experimental results are presented to evaluate a new approach for determining the parameters of the modified version of the well-known Greitzer model. This approach is based on an approximate realization algorithm that constructs an LTI model from step response data. It is shown that the method is capable of providing estimates for a limited set of model parameters. In a subsequent sensitivity analysis it is proven that the identifiable parameter are all related to the dominant dynamics of the system. The main conclusion is that the suggested approach is capable of providing estimates for the various model parameters. However, identification is limited to those parameters that are associated with dynamics that can be excited during forced response experiments.

Original language	English
Title of host publication	Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada
Place of Publication	Canada, Toronto
Publisher	Institute of Electrical and Electronics Engineers
Pages	1441-1447
ISBN (Print)	0-7803-9354-6
DOIs	https://doi.org/10.1109/CCA.2005.1507335
Publication status	Published - 2005

Access to Document

10.1109/CCA.2005.1507335

Metis204424Final published version, 789 KB

Cite this

Helvoirt, van, J., Jager, de, A. G., Steinbuch, M., & Smeulers, J. P. M. (2005). Modeling and identification of centrifugal compressor dynamics with approximate realizations. In Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada (pp. 1441-1447). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CCA.2005.1507335

@inproceedings{2762a17216c74d4da746c83e47f83992,

title = "Modeling and identification of centrifugal compressor dynamics with approximate realizations",

abstract = "This paper deals with the parameter identification of a model for the dynamic behavior of a large industrial centrifugal compression system. Experimental results are presented to evaluate a new approach for determining the parameters of the modified version of the well-known Greitzer model. This approach is based on an approximate realization algorithm that constructs an LTI model from step response data. It is shown that the method is capable of providing estimates for a limited set of model parameters. In a subsequent sensitivity analysis it is proven that the identifiable parameter are all related to the dominant dynamics of the system. The main conclusion is that the suggested approach is capable of providing estimates for the various model parameters. However, identification is limited to those parameters that are associated with dynamics that can be excited during forced response experiments.",

author = "{Helvoirt, van}, J. and {Jager, de}, A.G. and M. Steinbuch and J.P.M. Smeulers",

year = "2005",

doi = "10.1109/CCA.2005.1507335",

language = "English",

isbn = "0-7803-9354-6",

pages = "1441--1447",

booktitle = "Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

}

Helvoirt, van, J, Jager, de, AG, Steinbuch, M & Smeulers, JPM 2005, Modeling and identification of centrifugal compressor dynamics with approximate realizations. in Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada. Institute of Electrical and Electronics Engineers, Canada, Toronto, pp. 1441-1447. https://doi.org/10.1109/CCA.2005.1507335

Modeling and identification of centrifugal compressor dynamics with approximate realizations. / Helvoirt, van, J.; Jager, de, A.G.; Steinbuch, M. et al.
Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada. Canada, Toronto: Institute of Electrical and Electronics Engineers, 2005. p. 1441-1447.

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

TY - GEN

T1 - Modeling and identification of centrifugal compressor dynamics with approximate realizations

AU - Helvoirt, van, J.

AU - Jager, de, A.G.

AU - Steinbuch, M.

AU - Smeulers, J.P.M.

PY - 2005

Y1 - 2005

N2 - This paper deals with the parameter identification of a model for the dynamic behavior of a large industrial centrifugal compression system. Experimental results are presented to evaluate a new approach for determining the parameters of the modified version of the well-known Greitzer model. This approach is based on an approximate realization algorithm that constructs an LTI model from step response data. It is shown that the method is capable of providing estimates for a limited set of model parameters. In a subsequent sensitivity analysis it is proven that the identifiable parameter are all related to the dominant dynamics of the system. The main conclusion is that the suggested approach is capable of providing estimates for the various model parameters. However, identification is limited to those parameters that are associated with dynamics that can be excited during forced response experiments.

AB - This paper deals with the parameter identification of a model for the dynamic behavior of a large industrial centrifugal compression system. Experimental results are presented to evaluate a new approach for determining the parameters of the modified version of the well-known Greitzer model. This approach is based on an approximate realization algorithm that constructs an LTI model from step response data. It is shown that the method is capable of providing estimates for a limited set of model parameters. In a subsequent sensitivity analysis it is proven that the identifiable parameter are all related to the dominant dynamics of the system. The main conclusion is that the suggested approach is capable of providing estimates for the various model parameters. However, identification is limited to those parameters that are associated with dynamics that can be excited during forced response experiments.

U2 - 10.1109/CCA.2005.1507335

DO - 10.1109/CCA.2005.1507335

M3 - Conference contribution

SN - 0-7803-9354-6

SP - 1441

EP - 1447

BT - Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada

PB - Institute of Electrical and Electronics Engineers

CY - Canada, Toronto

ER -

Helvoirt, van J, Jager, de AG, Steinbuch M, Smeulers JPM. Modeling and identification of centrifugal compressor dynamics with approximate realizations. In Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada. Canada, Toronto: Institute of Electrical and Electronics Engineers. 2005. p. 1441-1447 doi: 10.1109/CCA.2005.1507335

Modeling and identification of centrifugal compressor dynamics with approximate realizations

Abstract

Access to Document

Fingerprint

Cite this