Lightweight Deep Learning for SOC Estimation of Various Lithium-Ion Batteries on Xilinx ZCU104 FPGA

Danoush Faryar, Riccardo Berta, Matteo Fresta, Ammar Saad, Luca Lazzaroni, Hadi Ballout, Ossama Srour, Francesco Bellotti. Lightweight Deep Learning for SOC Estimation of Various Lithium-Ion Batteries on Xilinx ZCU104 FPGA. In Massimo Ruo Roch, Andrés Gómez, Luca Lazzaroni, Maurizio Martina, Paolo Motto Ros, Nuria Pazos Escudero, Riccardo Berta, editors, Applications in Electronics Pervading Industry, Environment and Society - APPLEPIES 2025, Turin, Italy, September 11-12, 2025. Volume 1553 of Lecture Notes in Electrical Engineering, pages 25-31, Springer, 2025. [doi]

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