嘉兴市充电站价格浮动综合分析数据

通过监测充电站价格数据和充电桩实时空闲状态，结合绿色能源供给数据，为车主、运营方、政府提供三层服务： 车主：按 “价格最优、速度最快、绿电优先” 智能推荐充电站，支持即充、预约、错峰充电，兼顾省钱与低碳； 运营方：实时分析价格浮动、桩位占用等数据，动态调整电价和设备运维策略，提升充电桩利用率； 政府：汇总区域充电价格、负荷分布、绿电消纳等数据，辅助政策制定和双碳目标追踪。1、数据采集：从数据库中提取充电站关于充电收费最高价与最低价及充电桩空闲情况：2、处理数据：根据收费价格的平均值得出均价，进一步提取充电站中最高价的峰值与最低价的谷值，该峰值与谷值分别作为该数据的年最高价与年最低价，进一步将(年最高价与充电站电价的差）/充电站电价*100%，从而得出+浮动值，进一步将(年最低价与充电站电价的差）/充电站电价*100%，从而得出-浮动值，进一步根据得出的+浮动值与-浮动值确定均价的浮动区间（-浮动值~+浮动值）。

This dataset provides three-tier services for vehicle owners, charging station operators and governments by monitoring real-time idle status of charging piles, charging station price data and green energy supply data:
1. For vehicle owners: Intelligently recommend charging stations based on the principles of "optimal price, fastest charging speed, priority for green power", supporting on-site charging, reservation and off-peak charging to balance cost savings and low-carbon goals;
2. For charging station operators: Perform real-time analysis of data such as price fluctuations and pile occupancy, dynamically adjust electricity pricing and equipment operation & maintenance strategies to improve the utilization rate of charging piles;
3. For governments: Aggregate regional charging price, load distribution and green energy consumption data to assist policy formulation and dual-carbon goal tracking.

1. Data Collection: Extract the maximum and minimum charging fees, as well as real-time idle status of charging piles, for each charging station from the database.
2. Data Processing: Calculate the average charging price based on the extracted charging fee range; further extract the annual peak price and annual trough price of the charging station, which are respectively taken as the annual maximum and minimum prices of the dataset. Calculate the positive fluctuation value as [(annual peak price - average price) / average price] * 100%, and the negative fluctuation value as [(annual trough price - average price) / average price] * 100%. Finally, determine the fluctuation interval of the average price as (negative fluctuation value ~ positive fluctuation value).

搜集汇总

背景与挑战

背景概述

该数据集包含嘉兴市充电站的价格浮动数据，涵盖收费价格、均价、年最高价、年最低价、浮动值等关键指标，数据规模为671条，每日更新。应用场景包括为车主、运营方和政府提供智能推荐、动态调整电价和设备运维策略以及辅助政策制定等服务。