Accelerating AI-Based Battery Management System’s SOC and SOH on FPGA - Nagarale, Satyashil D.; Patil, B. P. (Applied Computational Intelligence and Soft Computing, 2023)
Keywords: Accuracy; Adaptive algorithms; Adaptive learning; Algorithms; Analysis; Artificial intelligence; Batteries; Central processing units; Computational linguistics; CPUs; Data mining; Datasets; Deep learning; Digital integrated circuits; Electric charge; Electric vehicles; Energy minerals; Environmental impact; Field programmable gate arrays; Fossil fuels; Graphics processing units; International agreements; Language processing; Lithium; Lithium batteries; Lithium ions; Machine learning; Mathematical models; Mathematical optimization; Microprocessors; Model accuracy; Natural language interfaces; Neural networks; Optimization; Parameters; Performance enhancement; Power consumption; Power management; Root-mean-square errors; State of charge; System on chip; Temperature; Training