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Updated: Jul 24, 2025

Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption
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Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption

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一种基于改进的遗传算法BP和自适应扩展卡尔曼波器的离子电池充电状态估计的新融合方法

Liling Cao1, Changfu Shao1, Zheng Zhang1

  • 1College of Engineering Science and Technology, Shanghai Ocean University, Shanghai 201306, China.

Sensors (Basel, Switzerland)
|July 8, 2023
PubMed
概括

准确估计电动汽车离子电池的充电状态 (SOC) 对安全至关重要. 一种新的IGA-BP-AEKF方法使用自适应扩展的卡尔曼波器和优化的神经网络来提高SOC估计的准确性.

关键词:
在 AEKF AEKF.美国的FFRLS在IGA-BPNN中,它是最重要的.核聚变建模的融合建模离子电池是一种离子电池.充电状态 充电状态

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相关概念视频

Batteries and Fuel Cells03:12

Batteries and Fuel Cells

A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...
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The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
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