Heating Lithium-Ion Batteries at Low Temperatures for Onboard Applications: Recent Progress, Challenges and Prospects

All-temperature area battery application mechanism, performance, and strategies

“…147 The metal heating wire is generally encapsulated in an insulating layer. 148 Li and Huang 149 proposed an aluminum plate scheme twinned with a PTC resistance wire for battery preheating. Fan et al.…”

Remaining useful life and state of health prediction for lithium batteries based on differential thermal voltammetry and a deep learning model

“…To estimate the health conditions of LIBs, some indicators are proposed, such as state of charge, state of health (SOH), remaining useful life (RUL), etc. 12 , 13 , 14 Currently, the SOH and RUL are applied to reveal the connection between operation conditions and health conditions of batteries. 15 However, the LIBs degradation process could not be characterized by just an individual cycle, that is, this degradation could cover hundreds of cycles.…”