Time-Domain Circuit Modelling for Hybrid Supercapacitors

Classic circuit modeling for supercapacitors is limited in representing the strongly non-linear behavior of hybrid supercapacitor technology. In this work, two novel techniques suitable to represent time-domain electrical a are presented. The first technique enhances well-affirmed model by introducing specific non-linearities. second models device through black-box approach with neural network. Both validated experimentally using workbench acquire data from real supercapacitor. proposed models, different technologies, achieve higher accuracy and generalization capabilities compared those already presented literature. allow an accurate representation both short-time domain steady-state simulations, providing valuable asset designs featuring supercapacitors.