光伏设备数据集

发电量等数据通过光伏组件（PV板）、逆变器等设备的内置传感器实时采集；并网电表（计量上网电量）和自用负载电表（计量自用电量），由电网公司或电站运维系统提供数据接口同步；峰值功率来自逆变器实时监测数据，从设备监控系统提取；系统管理数据，由内部系统或人工生成。通过外部设备数据与内部管理数据的结合，完整记录了光伏项目的全流程信息。

Data including power generation are collected in real time via built-in sensors of equipment such as photovoltaic (PV) modules and inverters. Grid-connected electricity meters (for measuring grid-fed electricity) and on-site load meters (for measuring self-consumed electricity) are synchronized through data interfaces provided by grid companies or power station operation and maintenance systems. Peak power is sourced from real-time monitoring data of inverters and extracted from the equipment monitoring system. System management data is generated by internal systems or manually. By integrating external equipment data and internal management data, the dataset comprehensively records the full-process information of photovoltaic power generation projects.

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于太阳能发电领域的光伏设备运行数据集，包含超过11万条记录，每日更新，涵盖了发电量、上网电量、自用电量、峰值功率及环保指标等关键字段。它通过内部传感器和外部系统采集数据，支持发电趋势分析和效率评估，适用于设备性能监测和电网调度预测等应用场景。