... of the battery and its components. The developed framework has been proposed based on density functional theory (DFT)-based cell material selection, topology design-based cell-electrode design, machine learning (ML)-based SOH estimation along with multidisciplinary design optimization-based liquid cooling system...

...Bing Li; Casey M. Jones; Vikas Tomar This work focuses on the use of linear regression analysis-based machine learning for the prediction of the end of discharge of a prismatic Li-ion cell. The cell temperature was recorded during the cycling of Li-ion cells and the relation between the open...