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Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark. / Taylor, C. James; Young, Peter C.
UKACC International Conference Control 2010. ed. / K.J. Burnham; V.E. Ersanilli. 2010. p. 1082-1087.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Taylor, CJ & Young, PC 2010, Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark. in KJ Burnham & VE Ersanilli (eds), UKACC International Conference Control 2010. pp. 1082-1087.

APA

Taylor, C. J., & Young, P. C. (2010). Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark. In K. J. Burnham, & V. E. Ersanilli (Eds.), UKACC International Conference Control 2010 (pp. 1082-1087)

Vancouver

Taylor CJ, Young PC. Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark. In Burnham KJ, Ersanilli VE, editors, UKACC International Conference Control 2010. 2010. p. 1082-1087

Author

Taylor, C. James ; Young, Peter C. / Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark. UKACC International Conference Control 2010. editor / K.J. Burnham ; V.E. Ersanilli. 2010. pp. 1082-1087

Bibtex

@inproceedings{54957d601ff04474b10a22042c122e22,
title = "Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark.",
abstract = "This article contributes to a special session on the Hyperfast Switching Peltier Cooling System Benchmark. The CAPTAIN Toolbox is utilised to identify statistical models for the system. The article focuses on a 'data-based' estimation of multi-input, single-output linear transfer function models for the chamber temperature. These models are decomposed into three subsystems, to yield a similar structural form to the physical apparatus. Hence, in a limited manner, the approach can be used to predict the intermediate flow rate and Peltier temperature variables. However, the decomposed models are technically not identifiable without reference to the validation data. Finally, the article briefly discusses the application of time variable parameter models.",
keywords = "CAPTAIN Toolbox, identification benchmark, instrumental variables, transfer function, model decomposition",
author = "Taylor, {C. James} and Young, {Peter C.}",
note = "Coventry University Paper 61",
year = "2010",
month = sep,
language = "English",
isbn = "978-184600-0386",
pages = "1082--1087",
editor = "K.J. Burnham and V.E. Ersanilli",
booktitle = "UKACC International Conference Control 2010",

}

RIS

TY - GEN

T1 - Captain toolbox analysis of the hyperfast switching peltier cooling system benchmark.

AU - Taylor, C. James

AU - Young, Peter C.

N1 - Coventry University Paper 61

PY - 2010/9

Y1 - 2010/9

N2 - This article contributes to a special session on the Hyperfast Switching Peltier Cooling System Benchmark. The CAPTAIN Toolbox is utilised to identify statistical models for the system. The article focuses on a 'data-based' estimation of multi-input, single-output linear transfer function models for the chamber temperature. These models are decomposed into three subsystems, to yield a similar structural form to the physical apparatus. Hence, in a limited manner, the approach can be used to predict the intermediate flow rate and Peltier temperature variables. However, the decomposed models are technically not identifiable without reference to the validation data. Finally, the article briefly discusses the application of time variable parameter models.

AB - This article contributes to a special session on the Hyperfast Switching Peltier Cooling System Benchmark. The CAPTAIN Toolbox is utilised to identify statistical models for the system. The article focuses on a 'data-based' estimation of multi-input, single-output linear transfer function models for the chamber temperature. These models are decomposed into three subsystems, to yield a similar structural form to the physical apparatus. Hence, in a limited manner, the approach can be used to predict the intermediate flow rate and Peltier temperature variables. However, the decomposed models are technically not identifiable without reference to the validation data. Finally, the article briefly discusses the application of time variable parameter models.

KW - CAPTAIN Toolbox

KW - identification benchmark

KW - instrumental variables

KW - transfer function

KW - model decomposition

M3 - Conference contribution/Paper

SN - 978-184600-0386

SP - 1082

EP - 1087

BT - UKACC International Conference Control 2010

A2 - Burnham, K.J.

A2 - Ersanilli, V.E.

ER -