Python‐based scikit‐learn machine learning models for thermal and electrical performance prediction of high‐capacity lithium‐ion battery - Tran, Manh‐Kien; Panchal, Satyam; Chauhan, Vedang; Brahmbhatt, Niku; Mevawalla, Anosh; Fraser, Roydon; Fowler, Michael (International journal of energy research, 2022)
Keywords: Ambient temperature; Batteries; battery modeling; Circuits; Decision trees; Electric potential; Electric vehicles; Equivalent circuits; Learning algorithms; Lithium; Lithium-ion batteries; lithium‐ion battery; Machine learning; multivariate multioutput regression; Performance prediction; Rechargeable batteries; Regression analysis; Regression models; scikit‐learn; Surface temperature; thermal modeling; Voltage