Integrating Multilayer Perceptron and Support Vector Regression for Enhanced State of Health Estimation in Lithium-Ion Batteries - Jafari, Sadiqa; Kim, Jisoo; Choi, Wonil; Byun, Yung-Cheol (IEEE access, 2025)
Keywords: Algorithms; Batteries; battery performance; Electric vehicles; Ensemble learning; Evaluation; Lithium-ion batteries; Lithium-ion battery; Machine learning; Measurement; Multilayer perceptrons; optimization algorithms; Prediction algorithms; Predictive maintenance; Predictive models; Radio frequency; Random forests; Root-mean-square errors; SOH; Support vector machines; Temperature distribution; Temperature measurement