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

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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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.

Originele taal-2	Engels
Titel	Proceedings of the 2005 IEEE Conference on Control Applications (CCA 2005), 28-31 August 2005, Toronto, Canada
Plaats van productie	Canada, Toronto
Uitgeverij	Institute of Electrical and Electronics Engineers
Pagina's	1441-1447
ISBN van geprinte versie	0-7803-9354-6
DOI's	https://doi.org/10.1109/CCA.2005.1507335
Status	Gepubliceerd - 2005

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10.1109/CCA.2005.1507335

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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 (blz. 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, blz. 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. blz. 1441-1447.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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

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AU - Steinbuch, M.

AU - Smeulers, J.P.M.

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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.

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DO - 10.1109/CCA.2005.1507335

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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

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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. blz. 1441-1447 doi: 10.1109/CCA.2005.1507335

Modeling and identification of centrifugal compressor dynamics with approximate realizations

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