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 …
A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems
With the rapid development of new energy electric vehicles and smart grids, the demand for
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
Lithium-ion battery capacity and remaining useful life prediction using board learning system and long short-term memory neural network
S Zhao, C Zhang, Y Wang - Journal of Energy Storage, 2022 - Elsevier
In order for lithium-ion batteries to function reliably and safely, accurate capacity and
remaining useful life (RUL) predictions are essential, but challenging. Some current deep …
remaining useful life (RUL) predictions are essential, but challenging. Some current deep …
Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook
Globally, the research on battery technology in electric vehicle applications is advancing
tremendously to address the carbon emissions and global warming issues. The …
tremendously to address the carbon emissions and global warming issues. The …
Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement
Lithium-ion batteries (LIBs) has seen widespread applications in a variety of fields like the
renewable penetration, electrified transportation, and portable electronics. A reliable battery …
renewable penetration, electrified transportation, and portable electronics. A reliable battery …
State estimation for advanced battery management: Key challenges and future trends
Batteries are presently pervasive in portable electronics, electrified vehicles, and renewable
energy storage. These indispensable engineering applications are all safety-critical and …
energy storage. These indispensable engineering applications are all safety-critical and …
A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter
The control strategy of electric vehicles mainly depends on the power battery state-of-charge
estimation. One of the most important issues is the power lithium-ion battery state-of-charge …
estimation. One of the most important issues is the power lithium-ion battery state-of-charge …
State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network
P Li, Z Zhang, Q Xiong, B Ding, J Hou, D Luo… - Journal of power …, 2020 - Elsevier
To improve state-of-health (SOH) estimation and remaining useful life (RUL) prediction, a
prognostic framework shared by multiple batteries is proposed. A variant long-short-term …
prognostic framework shared by multiple batteries is proposed. A variant long-short-term …
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 …
A critical look at coulomb counting approach for state of charge estimation in batteries
K Movassagh, A Raihan, B Balasingam, K Pattipati - Energies, 2021 - mdpi.com
In this paper, we consider the problem of state-of-charge estimation for rechargeable
batteries. Coulomb counting is a well-known method for estimating the state of charge, and it …
batteries. Coulomb counting is a well-known method for estimating the state of charge, and it …