充电订单数据集

充电订单数据集中充电时间通过由充电桩控制系统在用户插枪启动/拔枪结束时自动记录，并实时上传至订单系统；充电量由充电桩内置电量计量模块实时采集，通过电力传感器上传至系统；计价规则由外部系统获取；订单号等数据由内部订单系统或用户操作生成。

In the charging order dataset, the charging duration is automatically recorded by the charging pile control system when the user inserts the charging gun to initiate charging or pulls it out to terminate charging, and is uploaded to the order system in real time; the charging capacity is collected in real time by the built-in power metering module of the charging pile and uploaded to the system via the power sensor; the pricing rules are obtained from external systems; data such as order numbers are generated by the internal order system or through user operations.

搜集汇总

背景与挑战

背景概述

该数据集包含29959条充电订单记录，每小时更新，涵盖充电时间、电量、费用等关键字段，用于分析用户充电行为和支持市场策略优化。数据经过清洗和脱敏处理，确保准确性和安全性，并应用预测模型辅助电力调度。