充电桩使用情况分析数据集

1. 数据采集：从好运充能系统中收集近三年的充电桩ID、类型（快充 / 超充）、额定功率（120kW/240kW/480kW）、接口类型、当前状态（空闲 / 占用 / 故障）、实时输出电压 / 电流、累计充电量、单次充电时长分布等数据。
2. 数据处理：对充电桩使用数据进行统计分析，计算各充电桩的平均使用频率、不同类型充电桩的受欢迎程度等指标。
3. 数据应用：根据分析结果，调整充电桩的运营策略，优化充电桩的布局和配置，提升用户体验。

1. Data Collection: Collect data including charging pile ID, type (fast charging / super charging), rated power (120kW/240kW/480kW), interface type, current status (idle / occupied / faulty), real-time output voltage and current, cumulative charging volume, single charging duration distribution and other related data from the Good Luck Charging System over the past three years.
2. Data Processing: Conduct statistical analysis on charging pile usage data, and calculate indicators such as the average usage frequency of each charging pile and the popularity of different types of charging piles.
3. Data Application: Based on the analysis results, adjust the operating strategies of charging piles, optimize their layout and configuration, and enhance user experience.

搜集汇总

背景与挑战

背景概述

该数据集由贵州哆啦好运网络科技有限公司自行产生，规模为13K，每日更新，专注于分析充电桩使用频率和充电时长分布，旨在通过统计快充、超充等类型充电桩的数据，优化运营策略和提升用户体验。