Learning to Calibrate Battery Models in Real-Time with Deep Reinforcement Learning

Learning to Calibrate Battery Models in Real-Time with Deep Reinforcement Learning

Lithium-ion (Li-I) batteries have recently become pervasive and are used in many physical assets. For the effective management of the batteries, reliable predictions of the end-of-discharge (EOD) and end-of-life (EOL) are essential. Many detailed electrochemical models have been developed for the ba...

Full description

Bibliographic Details
Main Authors: Ajaykumar Unagar, Yuan Tian, Manuel Arias Chao, Olga Fink
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Energies
Subjects:
model calibration
reinforcement learning
intelligent maintenance
lithium-ion batteries
Online Access:https://www.mdpi.com/1996-1073/14/5/1361

Internet

https://www.mdpi.com/1996-1073/14/5/1361

Similar Items