A Hierarchical Approach for Finite-time H- State Observer and Probabilistic Lifetime Prediction of Lithium-Ion Batteries
Artikel i vetenskaplig tidskrift, 2021
Batteries
Gaussian processes
Aging
Energy storage system; Remaining useful life; Gaussian process regression; prognostics and health management; Robust observer
Feature extraction
State of charge
Electronic countermeasures
Observers
Författare
Guangzhong Dong
Nanyang Technological University
Yan Xu
Nanyang Technological University
Zhongbao Wei
Beijing Institute of Technology
IEEE Transactions on Energy Conversion
0885-8969 (ISSN) 15580059 (eISSN)
Vol. In PressÄmneskategorier
Sannolikhetsteori och statistik
Reglerteknik
Signalbehandling
DOI
10.1109/TEC.2021.3109896