Precise Measurand Value Estimating by Interval Fusion with Preference Aggregation: Heteroscedasticity Case; Global trends in Testing, Diagnostics & Inspection for 2030

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Parent link:Global trends in Testing, Diagnostics & Inspection for 2030.— 2020.— [P. 208-213]
Hlavní autor: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Korporativní autor: Национальный исследовательский Томский политехнический университет Инженерная школа информационных технологий и робототехники
Další autoři: Khudonogova L. I. Ludmila Igorevna, Dai Minh Ho
Shrnutí:Title screen
It is considered the problem of determination of a reference value for heteroscedastic interval data. For this aim, the newly proposed by the authors interval fusion with preference aggregation (IF&PA) procedure is used. The procedure, modified to improve the accuracy of the fusion result, is presented and applied to process the heteroscedastic data of a real experiment. The experiment consisted in determination of the reference value of DC voltage based on the readings of five different models of multimeters. For comparison, the same data were processed by the method of weighted mean. For two methods, an absolute deviations of the obtained reference values from the nominal value (which is a high-precision calibrator output) and reference value uncertainties were estimated. It is shown that the IF&PA procedure allows to obtain a reference value very close to nominal value and with considerably reduced uncertainty in comparison with traditional method based on weighted mean calculation.
Jazyk:angličtina
Vydáno: 2020
Témata:
On-line přístup:https://www.imeko.org/publications/tc10-2020/IMEKO-TC10-2020-029.pdf
Médium: Elektronický zdroj Kapitola
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=665068

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200 1 |a Precise Measurand Value Estimating by Interval Fusion with Preference Aggregation: Heteroscedasticity Case  |f S. V. Muravyov (Murav’ev), L. I. Khudonogova, Dai Minh Ho 
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330 |a It is considered the problem of determination of a reference value for heteroscedastic interval data. For this aim, the newly proposed by the authors interval fusion with preference aggregation (IF&PA) procedure is used. The procedure, modified to improve the accuracy of the fusion result, is presented and applied to process the heteroscedastic data of a real experiment. The experiment consisted in determination of the reference value of DC voltage based on the readings of five different models of multimeters. For comparison, the same data were processed by the method of weighted mean. For two methods, an absolute deviations of the obtained reference values from the nominal value (which is a high-precision calibrator output) and reference value uncertainties were estimated. It is shown that the IF&PA procedure allows to obtain a reference value very close to nominal value and with considerably reduced uncertainty in comparison with traditional method based on weighted mean calculation. 
463 |t Global trends in Testing, Diagnostics & Inspection for 2030  |o Proceedings 17th IMEKO TC 10 and EUROLAB Virtual Conference, Dubrovnik, October 20-22, 2020  |o 2nd Conference jointly organized by IMEKO and EUROLAB aisbl  |v [P. 208-213]  |d 2020 
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610 1 |a consensus estimate 
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