2023
DOI: 10.1109/tim.2023.3246474
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S-Taper Fiber Based Moisture Sensing in Power Transformer Oil

Abstract: A moisture sensing technique for real-time monitoring of the moisture content in transformer oil based on an S-taper fiber structure, is proposed and experimentally demonstrated, with the advantages of high sensitivity, excellent repeatability, simple fabrication, compact structure and resistance to ambient temperature variation. By analyzing the physical model of the S-taper fiber, the quantitative relationship between the wavelength change of the transmission dip in the transmission spectrum of the S-taper f… Show more

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Cited by 4 publications
(2 citation statements)
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“…The resulting texture eigenvalues then serve as input for the input layer of the backpropagation neural network (BPNN) used. In [45], the authors estimated the ageing condition of insulating paper at the hot-spot of a transformer utilizing a modified dielectric response model and reinforcement learning-based optimized with genetic algorithms. This estimation is achieved by collecting the polarization and depolarization currents (PDC) associated with the ageing state of transformer insulation.…”
Section: B Experimental Conceptmentioning
confidence: 99%
“…The resulting texture eigenvalues then serve as input for the input layer of the backpropagation neural network (BPNN) used. In [45], the authors estimated the ageing condition of insulating paper at the hot-spot of a transformer utilizing a modified dielectric response model and reinforcement learning-based optimized with genetic algorithms. This estimation is achieved by collecting the polarization and depolarization currents (PDC) associated with the ageing state of transformer insulation.…”
Section: B Experimental Conceptmentioning
confidence: 99%
“…The advantage of tapered fiber is that it breaks the inherent TIR transmission mode, has a larger mode field, and wider spectral range, and is more conducive to the excitation of surface EWs. As a sensing element, tapered fiber has a strong evanescent field near its tapered region, that is more susceptible to modulation by the external environment, making it very promising for high-sensitivity measurements, and its small size is also one of its distinctive advantages [ 70 ].…”
Section: Theoretical Mechanism For Sensingmentioning
confidence: 99%