A review of reinforcement learning based energy management systems for electrified powertrains: Progress, challenge, and potential solution
AH Ganesh, B Xu - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
The impact of internal combustion engine-powered automobiles on climate change due to
emissions and the depletion of fossil fuels has contributed to the progress of electrified …
emissions and the depletion of fossil fuels has contributed to the progress of electrified …
Estimation of lithium-ion batteries state-condition in electric vehicle applications: issues and state of the art
K Laadjal, AJM Cardoso - Electronics, 2021 - mdpi.com
Lithium-ion batteries are the most used these days for charging electric vehicles (EV). It is
important to study the aging of batteries because the deterioration of their characteristics …
important to study the aging of batteries because the deterioration of their characteristics …
Online state-of-health estimation for Li-ion battery using partial charging segment based on support vector machine
The online estimation of battery state-of-health (SOH) is an ever significant issue for the
intelligent energy management of the autonomous electric vehicles. Machine-learning …
intelligent energy management of the autonomous electric vehicles. Machine-learning …
Synchronous estimation of state of health and remaining useful lifetime for lithium-ion battery using the incremental capacity and artificial neural networks
S Zhang, B Zhai, X Guo, K Wang, N Peng… - Journal of Energy …, 2019 - Elsevier
The state of health (SOH) and remaining useful lifetime (RUL) estimation are important
parameters for battery health forecasting as they reflect the health condition of battery and …
parameters for battery health forecasting as they reflect the health condition of battery and …
A novel estimation method for the state of health of lithium-ion battery using prior knowledge-based neural network and Markov chain
The state of health (SOH) of lithium-ion batteries (LIBs) is a critical parameter of the battery
management system. Because of the complex internal electrochemical properties of LIBs …
management system. Because of the complex internal electrochemical properties of LIBs …
[图书][B] Modern electric, hybrid electric, and fuel cell vehicles
" This book is an introduction to automotive technology, with specic reference to battery
electric, hybrid electric, and fuel cell electric vehicles. It could serve electrical engineers who …
electric, hybrid electric, and fuel cell electric vehicles. It could serve electrical engineers who …
A method to estimate battery SOH indicators based on vehicle operating data only
Batteries are multi-physical systems and during actual operating conditions they are
submitted to variable ambient operating conditions which can affect the dynamic behavior …
submitted to variable ambient operating conditions which can affect the dynamic behavior …
Review of state-of-the-art battery state estimation technologies for battery management systems of stationary energy storage systems
S Park, J Ahn, T Kang, S Park, Y Kim, I Cho… - Journal of Power …, 2020 - Springer
Lithium-ion batteries have recently been in the spotlight as the main energy source for the
energy storage devices used in the renewable energy industry. The main issues in the use …
energy storage devices used in the renewable energy industry. The main issues in the use …
Prognostics of the state of health for lithium-ion battery packs in energy storage applications
The prognostics of the state of health (SOH) for lithium-ion battery packs in the long-time
scale is critical for the safe and efficient operation of battery packs. In this paper, based on …
scale is critical for the safe and efficient operation of battery packs. In this paper, based on …
Functionality of 1‐Butyl‐2, 3‐Dimethylimidazolium Bromide (BMI‐Br) as a Solid Plasticizer in PEO‐Based Polymer Electrolyte for Highly Reliable Lithium Metal …
To address the challenges associated with solid polymer electrolytes, flame‐retardant
organic ionic plastic crystals (OIPCs) have been utilized as a solid plasticizer in composite …
organic ionic plastic crystals (OIPCs) have been utilized as a solid plasticizer in composite …