Unbiased Thermocouple Sensor Characterisation in Variable Flow Environments
Authors: | Hung Peter Chi Fai, Queen's University Belfast, United Kingdom McLoone Seán, National University of Ireland, Maynooth, Ireland Irwin George, Queen's University Belfast, United Kingdom Kee Robert, Queen's University Belfast, United Kingdom |
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Topic: | 4.1 Components and Instruments |
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Session: | Intelligent Components and Instruments |
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Keywords: | Least Squares, Sensor, System Identification |
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Abstract
A novel two-thermocouple sensor characterisation method for use in variable velocity flow environments is described. A difference equation method, recently developed by the authors for constant velocity flow applications, is extended to accommodate variable velocity flows using polynomial parameter fitting on a sliding data window. In particular, by using a novel difference equation formulation the invariance of time-constant ratio with respect to flow velocity is exploited to produce an efficient unbiased and consistent time-constant estimator. Monte-Carlo simulation studies show that the new algorithm outperforms alternatives in the literature without the restrictive requirement of a priori knowledge of thermocouple time constant ratios.