Search results for "Jiles-Atherton model"

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The Jiles Atherton Model for Description Of Hysteresis in Lithium Battery

2013

In this paper Jiles Atherton (JA) Model is used to obtain a mathematical model of the hysteresis in lithium battery. JA Model allows to describe both the hysteresis and the dynamical features of charging and discharging cycles in a lithium battery. The identification of the model is obtained by using a neural network technique developed for magnetic systems. The model is validated on some experimental tests on commercial batteries.

EngineeringHysteresisSettore ING-IND/11 - Fisica Tecnica AmbientaleArtificial neural networkENERGY STORAGE BATTERYHardware_GENERALbusiness.industryControl theoryJiles-Atherton modelControl engineeringSettore ING-IND/32 - Convertitori Macchine E Azionamenti ElettricibusinessLithium battery
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Identification of parameters of the Jiles-Atherton model by neural networks

2011

In this paper a procedure for the identification of the parameters of the Jiles–Atherton (JA) model is presented. The parameters of the JA model of a material are found by using a neural network trained by a collection of hysteresis curves, whose parameters are known. After a presentation of the Jiles–Atherton model, the neural network and the training procedure are described and the method is validated by using some numerical, as well as experimental, data.

Identification (information)HysteresisProbabilistic neural networkArtificial neural networkbusiness.industryComputer scienceMagnetic hysteresis neural nets physics computingJiles-Atherton modelGeneral Physics and AstronomyPattern recognitionArtificial intelligencebusiness
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