.png){kind=icon}
.png){kind=icon}
Return
Battery Modeling with Mittag-Leffler Function
.png){kind=icon}
PRE
AI
DOI：10.1109/ISCAS58744.2024.10558304.png)
.png){kind=icon}
Original request for help.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
In various areas of life, rechargeable lithium -ion batteries are the technology of choice. Equivalent circuit models are utilized extensively in characterizing and modeling energy storage systems. In real-time applications, several generic-based battery models are created to simulate the battery's charging and discharging behavior more accurately. In this work, we present two generic battery models based on Mittag-Leffler function using a generic Standard battery model as a reference. These models are intended to fit the continuous discharging cycles of lithium -ion, Nickel -cadmium, and Nickel-metal hydride batteries, as well as one set from the NASA randomized battery usage dataset. We formulate the parameter identification as an optimization problem, solved with Marine Predator Algorithm. The optimized models show very good matching against the measured data.
Keywords:
Parameter identification
Characterization
Mittag-leffler function
Fractional Calculus
Li -ion Battery
Journal
I
IF:
0
Papers:
87
Citations:
0