Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects
Lithium-ion battery aging mechanism analysis and health prognostics are of great
significance for a smart battery management system to ensure safe and optimal use of the …
significance for a smart battery management system to ensure safe and optimal use of the …
Sensing as the key to the safety and sustainability of new energy storage devices
New energy storage devices such as batteries and supercapacitors are widely used in
various fields because of their irreplaceable excellent characteristics. Because there are …
various fields because of their irreplaceable excellent characteristics. Because there are …
Physics-based battery SOC estimation methods: Recent advances and future perspectives
The reliable prediction of state of charge (SOC) is one of the vital functions of advanced
battery management system (BMS), which has great significance towards safe operation of …
battery management system (BMS), which has great significance towards safe operation of …
Deep learning framework for lithium-ion battery state of charge estimation: Recent advances and future perspectives
Accurate state of charge (SOC) constitutes the basis for reliable operations of lithium-ion
batteries. The deep learning technique, a game changer in many fields, has recently …
batteries. The deep learning technique, a game changer in many fields, has recently …
Towards long lifetime battery: AI-based manufacturing and management
Technologies that accelerate the delivery of reliable battery-based energy storage will not
only contribute to decarbonization such as transportation electrification, smart grid, but also …
only contribute to decarbonization such as transportation electrification, smart grid, but also …
[HTML][HTML] Thermal state monitoring of lithium-ion batteries: Progress, challenges, and opportunities
Transportation electrification is a promising solution to meet the ever-rising energy demand
and realize sustainable development. Lithium-ion batteries, being the most predominant …
and realize sustainable development. Lithium-ion batteries, being the most predominant …
Optimized clustering routing framework to maintain the optimal energy status in the wsn mobile cloud environment
Nowadays, energy-efficient data transmission is one of the biggest challenges in Wireless
Sensor Networks (WSNs). Therefore, various routing protocols were developed to minimize …
Sensor Networks (WSNs). Therefore, various routing protocols were developed to minimize …
Electrochemical modeling and parameterization towards control-oriented management of lithium-ion batteries
Battery management systems based on electrochemical models could achieve more
accurate state estimations and efficient battery controls with access to cell unmeasurable …
accurate state estimations and efficient battery controls with access to cell unmeasurable …
Battery management strategies: An essential review for battery state of health monitoring techniques
SK Pradhan, B Chakraborty - Journal of energy storage, 2022 - Elsevier
To prevent probable battery failures and ensure safety, battery state of health evaluation is a
critical step. This study lays out a coherent literature review on battery health estimation …
critical step. This study lays out a coherent literature review on battery health estimation …
Artificial Intelligence-based health diagnostic of Lithium-ion battery leveraging transient stage of constant current and constant voltage charging
State of health (SOH) estimation is essential to the health diagnostic of lithium-ion battery.
The data-driven approach with charging feature extraction is promising for online SOH …
The data-driven approach with charging feature extraction is promising for online SOH …