Battery fault diagnosis and failure prognosis for electric vehicles using spatio-temporal transformer networks. ... The energy density of the battery is a key factor in determining the vehicle''s autonomy range, but safety considerations necessitate certain compromises that affect the selection of specific electrode materials, cell designs, and ...