长兴县车辆电池状态健康检测分析数据

本分析数据的应用场景是长兴县车辆电池状态健康检测与管理。采集了设计容量、剩余容量、充满容量等数据，通过相关计算得到长兴县车辆电池荷电状态（SOC）和健康状况（SOH）的实时结果，SOC及SOH对于相关用户或智能系统实时管理和使用电池至关重要，可以基于它们做出最优的控制决策，实现电池健康管理，延长电池使用寿命。1. 数据来源 采集了长兴县车辆电池的设计容量、剩余容量、充满容量等实时数据。 2. 数据处理 对采集的长兴县车辆电池容量实时数据进行计算，求得电池的荷电状态（SOC）和健康状况（SOH）实时结果，根据SOC判断电池的电量还剩多少，根据SOH判断电池的老化程度如何，还剩多少寿命。具体计算公式如下： 荷电状态（SOC）是一段时间或长期搁置不用后的剩余容量与其完全充电状态的容量的百分比值，即SOC = (剩余容量 / 充满容量) * 100% 健康状况（SOH）是电池当前最大可用容量与出厂标称容量的百分比值，即SOH = (充满容量 / 设计容量) * 100% 3. 数据应用 通过长兴县车辆电池荷电状态（SOC）和健康状况（SOH）的实时计算结果，相关用户或智能系统可以直观获知电池的剩余电量、老化程度等信息，支撑电池系统实现健康管理，调优控制决策，延长电池使用寿命。This analytical dataset is intended for the state-of-health detection and management of vehicle batteries in Changxing County. Data including design capacity, remaining capacity, and fully charged capacity were collected, and real-time results of the State of Charge (SOC) and State of Health (SOH) of vehicle batteries in Changxing County were obtained via relevant calculations. Both SOC and SOH are critical for relevant users or intelligent systems to manage and utilize batteries in real time, based on which optimal control decisions can be made to realize battery health management and extend battery service life. 1. Data Source Real-time data such as design capacity, remaining capacity, and fully charged capacity of vehicle batteries in Changxing County were collected. 2. Data Processing Real-time capacity data of the collected vehicle batteries in Changxing County were calculated to derive the real-time SOC and SOH results. SOC is used to determine the remaining battery power, while SOH is used to evaluate the battery's aging degree and remaining service life. The specific calculation formulas are as follows: The State of Charge (SOC) refers to the percentage of the remaining capacity relative to the fully charged capacity over a period of time or after long-term idle storage, i.e., SOC = (Remaining Capacity / Fully Charged Capacity) * 100% The State of Health (SOH) refers to the percentage of the current maximum available capacity relative to the factory-rated nominal capacity, i.e., SOH = (Fully Charged Capacity / Design Capacity) * 100% 3. Data Application With the real-time calculation results of SOC and SOH of vehicle batteries in Changxing County, relevant users or intelligent systems can intuitively acquire information such as the remaining battery power and aging degree. This supports the health management of battery systems, optimizes control decisions, and extends battery service life.

搜集汇总

背景与挑战

背景概述

该数据集包含11815条长兴县车辆电池状态数据，以xlsx格式存储，用于实时计算电池荷电状态（SOC）和健康状况（SOH），支持电池健康管理和寿命延长决策。数据来源于企业自行产生，更新频次按需，适用于信息传输和软件技术行业。