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