Original paper

Remaining discharge energy estimation for lithium-ion batteries based on future load prediction considering temperature and ageing effects

Energy9.00
Volume: 238, Pages: 121754 - 121754
Published: Jan 1, 2022
Abstract
The estimation of remaining discharge energy (RDE) of lithium-ion batteries is the basis for the remaining driving range estimation of electric vehicles. The RDE estimation is affected by many factors, such as battery future load, battery ageing and temperature. In this study, an RDE estimation method based on the future load prediction considering battery temperature and ageing effects is proposed. First, the hidden Markov model (HMM) is...
Paper Details
Title
Remaining discharge energy estimation for lithium-ion batteries based on future load prediction considering temperature and ageing effects
Published Date
Jan 1, 2022
Journal
Volume
238
Pages
121754 - 121754
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