Using k-nearest neighbor algorithm to identify mechanical vibrational modes of a cantilever with spectrally multiplexed fiber Bragg gratings
| Autor: | Jantzen, Senta Lisa, Yu, Jiarui, Smith, Peter G.R., Holmes, Christopher |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Popis: | We demonstrated for the first time the identification of mechanical modes of a cantilever with attached fiber Bragg gratings using k-Nearest Neighbor, a machine learning algorithm. We analyzed the frequency range of 40-300 Hz and an acceleration of 1.1 ± 0.1 g. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|