充电站运营数据集

充电站运营数据以充电站运营管理系统或充电设备内部自动采集为主，核心业务数据（如售电量、充电量、时长、购电量等）均通过充电设备、计量模块或系统自动计算生成。外部与电网购电系统同步原始数据，保障数据真实可控。

The operation data of charging stations is mainly automatically collected by the charging station operation management system or internal modules of charging equipment. Core business data such as electricity sold, charging volume, charging duration, electricity purchased and others are automatically calculated and generated via charging equipment, metering modules or related systems. Raw data is synchronized with the power grid's electricity purchasing system externally to ensure the authenticity and controllability of the data.

搜集汇总

背景与挑战

背景概述

该数据集是一个充电站运营数据集，包含11972条记录，每天更新，数据来源于企业自动采集的充电设备核心业务指标，如售电量、充电量和时长。它主要用于项目效益评估，通过对比运营效率和计算单位电量收益来支持投资决策，并采用数据清洗、脱敏和XGBoost预测模型确保数据质量和应用价值。