Title :
A Dynamic Preisach Model approach to the description of hysteresis in lithium battery
Author :
Trapanese, Marco
Author_Institution :
DIEET, Palermo Univ., Palermo, Italy
Abstract :
In this paper Dynamic Preisach Model is applied to develop a mathematical model of the hysteresis in lithium battery. Dynamic Preisach 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 by some experimental tests on commercial batteries.
Keywords :
lithium; neural nets; power engineering computing; secondary cells; Li; charging cycles; discharging cycles; dynamic preisach model approach; lithium battery hyteresis; magnetic systems; mathematical model; neural network technique; Adaptation models; Batteries; Hysteresis; Lithium; Magnetic hysteresis; Mathematical model; System-on-a-chip;
Conference_Titel :
Applied Power Electronics Conference and Exposition (APEC), 2012 Twenty-Seventh Annual IEEE
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4577-1215-9
Electronic_ISBN :
978-1-4577-1214-2
DOI :
10.1109/APEC.2012.6166078
