拱墅区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拱墅区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，通过相关计算得到拱墅区车辆电池荷电状态（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 采集了拱墅区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 对采集的拱墅区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%（100%为上限值，SOH>=100%均算作100%） 3. 数据应用 通过拱墅区车辆电池荷电状态（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 developed for the health detection and management of vehicle battery status in Gongshu District. Raw data including design capacity, remaining capacity, and fully charged capacity were collected, and real-time values of the State of Charge (SOC) and State of Health (SOH) for vehicle batteries in Gongshu District are derived through targeted calculations. SOC and SOH are critical for relevant stakeholders or intelligent systems to manage and utilize batteries in real time, enabling optimal control strategies, effective battery health management, and extended battery service life. 1. Data Source Realtime raw data covering design capacity, remaining capacity, and fully charged capacity of vehicle batteries in Gongshu District were collected. 2. Data Processing Realtime calculations are performed on the collected capacity-related raw data of vehicle batteries in Gongshu District to obtain the real-time SOC and SOH values. SOC is utilized to quantify the remaining battery power, while SOH is used to evaluate the battery's aging degree and remaining service lifespan. The specific calculation formulas are as follows: - State of Charge (SOC): The percentage ratio of remaining capacity to the fully charged capacity after a period of operation or long-term storage, calculated as SOC = (Remaining Capacity / Fully Charged Capacity) * 100% - State of Health (SOH): Defined as the percentage ratio of the battery's current maximum available capacity to its factory-nominal design capacity, calculated as SOH = (Fully Charged Capacity / Design Capacity) * 100% (capped at 100%, where all values greater than or equal to 100% are treated as 100%) 3. Data Application Based on the real-time calculated SOC and SOH values of vehicle batteries in Gongshu District, relevant stakeholders or intelligent systems can intuitively obtain key information such as remaining battery power and aging degree, which supports the implementation of battery system health management, optimization of control strategies, and extension of battery service life.

搜集汇总

背景与挑战

背景概述

该数据集聚焦拱墅区车辆电池状态健康检测，包含9651条企业数据，通过计算电池荷电状态（SOC）和健康状况（SOH）实时结果，支持电池健康管理和寿命延长决策。数据格式为xlsx，按需更新，适用于车辆电池监控与优化控制场景。