State-of-Health Prediction of Lithium-Ion Batteries Based on Diffusion Model with Transfer Learning

State-of-Health Prediction of Lithium-Ion Batteries Based on Diffusion Model with Transfer Learning

An accurate state-of-health (SOH) prediction of lithium-ion batteries (LIBs) is crucial to their safe and reliable. Although recently the data-driven methods have drawn great attention, owe to its efficient deep learning, it is worthwhile to continue devoting many efforts to prediction performance....

Full description

Bibliographic Details
Main Authors: Li, Y. (Author), Luo, C. (Author), Zhang, Z. (Author), Zhu, S. (Author)
Format: Article
Language:English
Published: MDPI 2023
Subjects:
Charging (batteries)
Charging conditions
Charging modes
Data driven
Data-driven methods
Diffusion
diffusion model
Diffusion model
Fast charging
Forecasting
Ions
Learning systems
Lithium-ion batteries
lithium-ion battery
Long short-term memory
Prediction performance
SOH prediction
State of health
State-of-health prediction
transfer learning
Transfer learning
Online Access:View Fulltext in Publisher

Similar Items

Similar Items