2016
DOI: 10.1088/1361-6501/28/1/015005
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Identification of the nonlinear vibration system of power transformers

Abstract: This paper focuses on the identification of the nonlinear vibration system of power transformers. A Hammerstein model is used to identify the system with electrical inputs and the vibration of the transformer tank as the output. The nonlinear property of the system is modelled using a Fourier neural network consisting of a nonlinear element and a linear dynamic block. The order and weights of the network are determined based on the Lipschitz criterion and the back-propagation algorithm. This system identificat… Show more

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Cited by 12 publications
(6 citation statements)
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“…For the vibration and noise transmission process, the insulation oil reduces the low frequency response of the core structure, while the online vibration of the transformer tank is affected by the features of the transmission path from the internal structure to the tank [10], the identification result of the power transformers' nonlinear vibration system, which is corresponding to the features of the transmission path, could be used in estimating the vibration waveform in time domain [11]. Outside the oil tank, implementation of passive or active noise control is the main aim of research on noise transmission process in air.…”
Section: Introductionmentioning
confidence: 99%
“…For the vibration and noise transmission process, the insulation oil reduces the low frequency response of the core structure, while the online vibration of the transformer tank is affected by the features of the transmission path from the internal structure to the tank [10], the identification result of the power transformers' nonlinear vibration system, which is corresponding to the features of the transmission path, could be used in estimating the vibration waveform in time domain [11]. Outside the oil tank, implementation of passive or active noise control is the main aim of research on noise transmission process in air.…”
Section: Introductionmentioning
confidence: 99%
“…The principle of photovoltaic power generation is to convert the sunlight energy irradiated on the photovoltaic panels into electric energy through a photoelectric reaction. Photovoltaic power generation is greatly affected by the weather and belongs to the continuous disturbance power supply that is not easy to regulate [3]. Solar power generation has both grid-connected and stand-alone modes.…”
Section: Solar Power Generationmentioning
confidence: 99%
“…h x x t is the impulse response function of the winding (from the winding force to the tank vibration via the index k path). w N is the number of the transmission paths of winding vibrations [19]. It can be seen that the structural changes of windings will cause variations of the inner transfer characteristics wk h .…”
Section: Vibration Transmission Pathsmentioning
confidence: 99%
“…In the equation above, F W (x w |t) is the electric distribution force at position x w of the winding, h wk (x T , x w t) is the impulse response function of the winding (from the winding force to the tank vibration via the index k path). N w is the number of the transmission paths of winding vibrations [19].…”
Section: Experimental Measurement Of Transformer Winding Vibration Spmentioning
confidence: 99%