A method based on improved ant lion optimization and support vector regression for remaining useful life estimation of lithium‐ion batteries

Abstract Remaining useful life (RUL) prediction of lithium‐ion batteries (LIBs) plays a very important role in the prognostics and health management (PHM). Accurately predicting RUL of batteries can maintain and replace the batteries in advance to guarantee the safety and stability of the energy sto...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Yingzhou Wang, Yulong Ni, Na Li, Shuai Lu, Shude Zhang, Zhongbao Feng, Jianguo Wang
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Wiley 2019-12-01
Σειρά:Energy Science & Engineering
Θέματα:
Διαθέσιμο Online:https://doi.org/10.1002/ese3.460