义乌充电站运营效率分析数据

该数据产品用于分析充电站设备的运营情况，帮助运营方了解设备的负载情况、闲置率与高峰使用时段，优化设备配置与调度，并支持制定合理的收费策略（如分时定价）。数据复用价值体现在可用于不同充电站间的资源配置优化，通过揭示设备需求增长趋势，指导未来充电站的扩建规划，同时还能与车流数据结合优化充电站选址布局，提高整体资源利用效率和收益。充电站管理系统通过充电桩记录每次充电记录，基于这些记录进行数据计算和分析。系统以每小时为统计周期，以下为各项指标的计算方法与意义：
1. 开始时间与结束时间：每个统计周期的开始时间和结束时间，用于界定该周期内的数据统计范围。
2. 充电设备总数：指统计周期内充电站内可使用的充电设备总量，作为计算周转率的分母，代表资源总量。
3. 设备占用次数：在统计周期内，充电站内所有充电桩的充电事件数量之和，反映了该周期内充电设备的总使用次数。
4. 周转率：表示充电设备的使用频率，通过设备占用次数与充电设备总数的比值得出，用于衡量充电设备的整体利用率。
5. 总充电时长（分钟）：在统计周期内，所有充电事件的累计时长，反映所有充电设备在该周期内的总使用时间。
6. 平均充电时长（分钟）：总充电时长除以设备占用次数，用于衡量单个充电设备在该周期内的平均使用时间。
以下是算法描述中指标的公式说明：
1. 开始时间：统计周期的开始时间点
2. 结束时间：统计周期的结束时间点
3. 充电设备总数：∑(统计周期内所有正常可用的充电设备数量)
4. 设备占用次数 = ∑(统计周期内所有充电事件的数量)
5. 周转率 = 设备占用次数 / 充电设备总数 * 100
6. 总充电时长（分钟） = ∑(统计周期内所有充电事件的持续时间)
7. 平均充电时长（分钟） = 总充电时长 / 设备占用次数

This data product is designed to analyze the operational status of charging station equipment, enabling operators to grasp equipment load conditions, idle rates and peak usage periods, optimize equipment allocation and scheduling, and support the formulation of reasonable charging strategies such as time-of-use pricing.
The data reuse value is reflected in its application to optimize resource allocation across different charging stations, guide future charging station expansion planning by revealing equipment demand growth trends, and also enable optimization of charging station site selection layout when combined with traffic flow data, thereby improving overall resource utilization efficiency and revenue.
The charging station management system records each charging event via charging piles, and performs data calculation and analysis based on these records. The system uses hourly statistical cycles, and the calculation methods and meanings of each indicator are as follows:
1. Start Time and End Time: The start and end times of each statistical cycle, used to define the data statistics scope within the cycle.
2. Total Number of Charging Equipment: The total number of usable charging equipment in the charging station during the statistical cycle, which serves as the denominator for calculating the turnover rate and represents the total resource volume.
3. Number of Equipment Occupancies: The sum of the number of charging events across all charging piles in the charging station during the statistical cycle, reflecting the total number of uses of charging equipment in the cycle.
4. Turnover Rate: Indicates the usage frequency of charging equipment, calculated as the ratio of the number of equipment occupancies to the total number of charging equipment, used to measure the overall utilization rate of charging equipment.
5. Total Charging Duration (minutes): The cumulative duration of all charging events during the statistical cycle, reflecting the total usage time of all charging equipment in the cycle.
6. Average Charging Duration (minutes): Total charging duration divided by the number of equipment occupancies, used to measure the average usage time of a single charging equipment during the cycle.

The following are the formula explanations for the indicators in the algorithm description:
1. Start Time: The starting time point of the statistical cycle
2. End Time: The ending time point of the statistical cycle
3. Total Number of Charging Equipment: ∑(Number of all normally available charging equipment during the statistical cycle)
4. Number of Equipment Occupancies = ∑(Total number of charging events during the statistical cycle)
5. Turnover Rate = (Number of Equipment Occupancies / Total Number of Charging Equipment) * 100
6. Total Charging Duration (minutes) = ∑(Duration of all charging events during the statistical cycle)
7. Average Charging Duration (minutes) = Total Charging Duration / Number of Equipment Occupancies

搜集汇总

数据集介绍

特点

该数据集记录了义乌市充电站的运营数据，包括充电设备使用情况、周转率、充电时长等指标，数据规模为721条，每小时更新一次。主要用于分析充电站设备的运营情况，优化设备配置与调度，支持制定合理的收费策略，并可用于充电站间的资源配置优化和扩建规划。