A machine learning approach for simultaneous measurement of magnetic field position and intensity with fiber Bragg grating and magnetorheological fluid

Optical Fiber Technology(2020)

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摘要
•FBGs immersed in magnetorheological fluids for magnetic field estimations.•FBG arrays for simultaneous assessment of magnetic field distribution and intensity.•Machine learning algorithm for the classification of the magnetic field position.•Classification accuracy can be as high as 100%.
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关键词
Optical fiber sensors,Fiber Bragg gratings,Magnetic field,Magnetorheological fluids,Machine learning
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