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EnglishA system and method of determining system status in a vehicle system. The method including collecting, by a computing system, a plurality of data associated with a test specimen and the vehicle system, selecting a relevant data set of the plurality of data, the selecting based on at least one correlation coefficient associated with the plurality of data, and transforming at least a portion of the selected relevant data to form a transformed data set, the transforming based on mathematical properties. The method also includes collecting statistics associated with the selected relevant data set and the transformed data set to form a statistics data set, classifying the selected relevant data set, transformed data set, and the statistics data set; and predicting a status of a system based on the classifying.
Method and System for Predicting System Status / Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia. - (2018).
| Titolo: | Method and System for Predicting System Status |
| Autori: | |
| Data di pubblicazione: | 2018 |
| Abstract: | A system and method of determining system status in a vehicle system. The method including collecting, by a computing system, a plurality of data associated with a test specimen and the vehicle system, selecting a relevant data set of the plurality of data, the selecting based on at least one correlation coefficient associated with the plurality of data, and transforming at least a portion of the selected relevant data to form a transformed data set, the transforming based on mathematical properties. The method also includes collecting statistics associated with the selected relevant data set and the transformed data set to form a statistics data set, classifying the selected relevant data set, transformed data set, and the statistics data set; and predicting a status of a system based on the classifying. |
| Appare nelle tipologie: | 6.1 Brevetto |
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http://hdl.handle.net/11583/2846446
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