Semiparametric statistical analysis of the Blade Tip Timing data for detection of turbine rotor speed instabilities.
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61388998%3A_____%2F17%3A00482024" target="_blank" >RIV/61388998:_____/17:00482024 - isvavai.cz</a>
Alternative codes found
RIV/67985807:_____/17:00482024
Result on the web
<a href="http://www.enbis.org/activities/events/current/534_ENBIS_17_in_Naples//abstracts" target="_blank" >http://www.enbis.org/activities/events/current/534_ENBIS_17_in_Naples//abstracts</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Semiparametric statistical analysis of the Blade Tip Timing data for detection of turbine rotor speed instabilities.
Original language description
ENBIS-17 in Naples (Italy), 9.-14. 9. 2017, European Network for Business and Industrial Statistics. We will present a semiparametric statistical model for detecting instabilities in a turbine rotor speed. The modeling and detection uses data obtained from the now standard BTT (Blade Tip Timing) contactless measurement method. The model is based on time-varying coefficient model formulated as a GAM (Generalized Additive Model) with appropriately selected penalty. Our approach can be perceived as a fully formalized time-varying statistical extension of the traditional Fourier analysis. As such, it can reveal important rotor instabilities not readily apparent in the traditional approaches. After presenting the underlying statistical modeling framework, we will illustrate the performance of our methodology on experimental data measured on a test turbine via magneto-resistive BTT technology. The research is supported from the AV21 Strategy of the Academy of Sciences of the Czech Republic.
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
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OECD FORD branch
20302 - Applied mechanics
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů