State of charge estimation for lithium-ion batteries using model-based and data-driven methods: A review
Lithium-ion battery is an appropriate choice for electric vehicle (EV) due to its promising
features of high voltage, high energy density, low self-discharge and long lifecycles. The …
features of high voltage, high energy density, low self-discharge and long lifecycles. The …
Deep deterministic policy gradient-DRL enabled multiphysics-constrained fast charging of lithium-ion battery
Fast charging is an enabling technique for the large-scale penetration of electric vehicles.
This article proposes a knowledge-based, multiphysics-constrained fast charging strategy …
This article proposes a knowledge-based, multiphysics-constrained fast charging strategy …
Machine learning approaches in battery management systems: State of the art: Remaining useful life and fault detection
RR Ardeshiri, B Balagopal, A Alsabbagh… - 2020 2nd IEEE …, 2020 - ieeexplore.ieee.org
Lithium-ion battery packs have been widely applied in many high-power applications which
need battery management system (BMS), such as electric vehicles (EVs) and smart grids …
need battery management system (BMS), such as electric vehicles (EVs) and smart grids …
Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation
Technical challenges facing the development of battery economic charging for energy
management arise from various contradictory objectives, immeasurable internal states, and …
management arise from various contradictory objectives, immeasurable internal states, and …
Integrating physics-based modeling with machine learning for lithium-ion batteries
Mathematical modeling of lithium-ion batteries (LiBs) is a primary challenge in advanced
battery management. This paper proposes two new frameworks to integrate physics-based …
battery management. This paper proposes two new frameworks to integrate physics-based …
Classification and review of the charging strategies for commercial lithium-ion batteries
Y Gao, X Zhang, Q Cheng, B Guo, J Yang - Ieee Access, 2019 - ieeexplore.ieee.org
The growing demand for lithium-ion (Li-ion) battery in electric vehicles has expedited the
need for new optimal charging approaches to improve the speed and reliability of the …
need for new optimal charging approaches to improve the speed and reliability of the …
Electrochemical estimation and control for lithium-ion battery health-aware fast charging
Fast charging strategies have gained an increasing interest toward the convenience of
battery applications but may unduly degrade or damage the batteries. To harness these …
battery applications but may unduly degrade or damage the batteries. To harness these …
Optimal charging control for lithium-ion battery packs: A distributed average tracking approach
Effective lithium-ion battery pack charging is of extreme importance for accelerating electric
vehicle development. This article derives an optimal charging control strategy with a leader …
vehicle development. This article derives an optimal charging control strategy with a leader …
BattX: An equivalent circuit model for lithium-ion batteries over broad current ranges
Advanced battery management is as important for lithium-ion battery systems as the brain is
for the human body. Its performance is based on the use of fast and accurate battery models …
for the human body. Its performance is based on the use of fast and accurate battery models …
Optimal multistage charging of NCA/graphite lithium-ion batteries based on electrothermal-aging dynamics
Lithium-ion (Li-ion) batteries have been extensively used in electric vehicles, portable
electronics, cell phones, and laptops. The charging protocol, as one of the most critical …
electronics, cell phones, and laptops. The charging protocol, as one of the most critical …