2018
DOI: 10.3390/electronics7120390
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Modeling the Hysteresis Characteristics of Transformer Core under Various Excitation Level via On-Line Measurements

Abstract: In this paper, the hysteresis characteristics of a transformer core are determined from limited on-line measured voltages and currents under certain excitations. A method for calculating the magnetization curve and hysteresis loops of the transformer core under various excitation is developed based on limited excitation conditions, and using the deep neural network, support vector regressor and the Wlodarski model. The coercivity and the amplitude of magnetic field strength of hysteresis loops can be captured … Show more

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Cited by 8 publications
(3 citation statements)
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“…The magnetic flux density in the air gap of the transformer was simulated by using FEM [15][16][17][18] for different values of l g . The finite element software provided the ability to calculate the time dependent current in the coils for periods of 0.1 s to 0.2 s stepped by 0.5 ms.…”
Section: Fem Simulationmentioning
confidence: 99%
“…The magnetic flux density in the air gap of the transformer was simulated by using FEM [15][16][17][18] for different values of l g . The finite element software provided the ability to calculate the time dependent current in the coils for periods of 0.1 s to 0.2 s stepped by 0.5 ms.…”
Section: Fem Simulationmentioning
confidence: 99%
“…The life of the transmission transformer depends on working conditions. If the transformer regularly works in overloaded conditions, it will lead to rapid damage, causing significant economic damage [1,2].…”
Section: Introductionmentioning
confidence: 99%
“…As crucial equipments of power transmission systems, failures of power transformers will lead to severe accidents and considerable economic losses [1,2]. Winding is one of the most important and vulnerable internal components of power transformers, and encounters with various kinds of faults and defects, such as deformation, shift and clamping force looseness.…”
Section: Introductionmentioning
confidence: 99%