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相关概念视频

Charging Conductors By Induction01:15

Charging Conductors By Induction

9.0K
The Earth is a good conductor of electricity, and it is so big that it can be considered an infinite source or sink of charges. It can easily exchange charges with any matter.
Generally, conductors like metals do not allow any excess charge to be present on them. Any excess charge added to metals easily flows away, for example, when a metal is placed on the Earth. This process is called earthing.
However, conductors can be charged by a process called induction. For example, consider charging a...
9.0K
Continuous Charge Distributions01:17

Continuous Charge Distributions

7.9K
Imagine a bucket of water. It contains many molecules, of the order of 1026 molecules. Thus, although it contains discrete elements (molecules) at the microscopic level, macroscopically, it can be considered continuous. Small volume elements of water, infinitesimal compared to the bulk of the bucket's volume, still contain many molecules. Under this framework, quantized matter is approximated as continuous for practical purposes.
The electric charge can also be subjected to an analogical...
7.9K
Energy Stored in Capacitors01:10

Energy Stored in Capacitors

1.1K
A parallel plate capacitor, when connected to a battery, develops a potential difference across its plates. This potential difference is key to the operation of the capacitor, as it determines how much electrical energy the capacitor can store.
By integrating the equation that relates voltage and current in a capacitor, one can derive an equation for the voltage across the capacitor at any given time. This equation is crucial in understanding and predicting the behavior of capacitors in...
1.1K
Kirchhoff's Voltage Law01:04

Kirchhoff's Voltage Law

1.9K
Kirchhoff's Voltage Law (KVL) is another fundamental principle in electrical engineering, introduced by physicist Gustav Robert Kirchhoff. This law is rooted in the principle of energy conservation, which states that energy can neither be created nor destroyed, only transferred or converted from one form to another.
KVL states that the algebraic sum of all voltages around a closed path or loop within a circuit is zero. This means that the total voltage supplied in a loop is equal to the...
1.9K
Calculations of Electric Potential I01:15

Calculations of Electric Potential I

2.6K
Consider a ring of radius R with a uniform charge density λ. What will the electric potential be at point M, which is located on the axis of the ring at a distance x from the center of the ring?
The ring is divided into infinitesimal small arcs such that point M is equidistant from all the arcs. Here, the cylindrical coordinate system is used to calculate the electric potential at point M. A general element of the arc between angles θ and θ + dθ is of the length Rdθ and has a charge of...
2.6K
Linear Approximation in Frequency Domain01:26

Linear Approximation in Frequency Domain

359
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
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相关实验视频

Updated: Jan 18, 2026

Identification and Quantification of Decomposition Mechanisms in Lithium-Ion Batteries; Input to Heat Flow Simulation for Modeling Thermal Runaway
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Identification and Quantification of Decomposition Mechanisms in Lithium-Ion Batteries; Input to Heat Flow Simulation for Modeling Thermal Runaway

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在离子电池应用中基于变量定理的不确定初始化SOC估计技术.

Ziheng Zhou1, Chaolong Zhang1, Shi Chen1

  • 1College of Intelligent Science and Control Engineering, Jinling Institute of Technology, Nanjing 211169, Jiangsu, China.

ACS omega
|September 8, 2025
PubMed
概括

本研究引入了一种新方法,可以准确初始化离子 (Li-ion) 电池的充电状态 (SOC),即使有内部变化. 变量初始化EKF (VIEKF) 提高了电池管理系统的可靠性和性能,特别是在运行开始时.

科学领域:

  • 电池技术 电池技术
  • 国家估计.
  • 控制系统 控制系统

背景情况:

  • 准确的电荷状态 (SOC) 估计对于可靠的离子 (Li-ion) 电池运行至关重要.
  • 电池组内部的内部变化可能导致不确定的初始SOC值,影响性能.
  • 现有的方法在不确定的SOC初始化中扎.

研究的目的:

  • 为了应对离子电池组中不确定的SOC初始化的挑战.
  • 提出一种新的方法来获得不偏见的SOC初始预期.
  • 提高SOC估计的准确性和可靠性,特别是在电池使用的早期阶段.

主要方法:

  • 将变量定理与扩展的卡尔曼波器 (EKF) 算法结合起来.
  • 利用向后光滑技术从当前的观测中获得无偏的初始化SOC预期.
  • 实施变量初始化技术来更新不确定的SOC设置.

主要成果:

  • 拟议的变量初始化EKF (VIEKF) 显著提高了SOC估计性能,特别是在初始时刻.
  • 使用实验室数据,CALCE开放访问数据和电动汽车 (EV) 应用程序的实验结果验证了该技术的有效性.
  • 在处理不确定的SOC初始化方面,VIEKF表现出优于其他改进的EKF算法.

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Three-electrode Coin Cell Preparation and Electrodeposition Analytics for Lithium-ion Batteries
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Three-electrode Coin Cell Preparation and Electrodeposition Analytics for Lithium-ion Batteries

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In Situ Lithiated Reference Electrode: Four Electrode Design for In-operando Impedance Spectroscopy
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In Situ Lithiated Reference Electrode: Four Electrode Design for In-operando Impedance Spectroscopy

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Identification and Quantification of Decomposition Mechanisms in Lithium-Ion Batteries; Input to Heat Flow Simulation for Modeling Thermal Runaway
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Identification and Quantification of Decomposition Mechanisms in Lithium-Ion Batteries; Input to Heat Flow Simulation for Modeling Thermal Runaway

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Three-electrode Coin Cell Preparation and Electrodeposition Analytics for Lithium-ion Batteries
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Three-electrode Coin Cell Preparation and Electrodeposition Analytics for Lithium-ion Batteries

Published on: May 22, 2018

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In Situ Lithiated Reference Electrode: Four Electrode Design for In-operando Impedance Spectroscopy
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In Situ Lithiated Reference Electrode: Four Electrode Design for In-operando Impedance Spectroscopy

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结论:

  • 开发的VIEKF方法有效地解决了离子电池中SOC初始化不确定性的问题.
  • 该技术增强了真实SOC值的跟踪,从而提高了估计准确度.
  • 这一进步有助于在各种应用中更可靠,更有效地利用离子电池.