Cell balancing is a vital function of battery management system (BMS), which is
implemented to extend the battery run time and service life. Various cell balancing …

The recent past witnessed rapid strides in the development of lithium-based rechargeable
batteries. Here, some key technological developments in intercalation, conversion, and alloy …

In recent years, the rapid evolution of transportation electrification has been propelled by the
widespread adoption of lithium-ion batteries (LIBs) as the primary energy storage solution …

摘要电池的荷电状态(state-of-charge, SOC) 估算和电池均衡作为电池管理系统(battery
management system, BMS) 的核心功能, 对电池的一致性和使用寿命, 安全等至关重要 …

Abstract Machine learning, in the form of a fully connected feedforward network, is applied to
predict the state of charge (SoC) of lithium ion batteries injected with a series of pulses …

Electric vehicles (EVs) are the emerging technologies in the transport sector around the
world. EV runs using an electric motor with electricity which is stored in Li-ion batteries …

The development of electric vehicles has bought a great revolution in the field of battery
management as it deals with the health of the battery and also the protection of the battery …

The topics covered in this thesis work are related to the field of electric vehicles (EVs)
optimization. Thanks to their attractive properties, the majority of EVs adopt lithium-ion …

Abstract State of Charge (SoC) estimation of lithium-ion (Li-ion) batteries is an essential
component for electric vehicles where SoC ensures that the batteries enjoy safe operations …

In this paper, we offer a possible approach to estimating motor parameters: Machine
Learning. We begin with a simulation of a Permanent Magnet Synchronous Motor (PMSM) …