分布式光伏智能运维数据及算法

光伏能源监测数据涵盖300个监测点位的共计300多万条超多种类数据。其中，逆变器数据可分为发电量、总发电量、频率、电流、电压、有功功率、无功功率等；气象站数据可分为环境温度、露点、环境湿度、辐射瞬时值、风向瞬时、风速瞬时等；并网电表数据可分为正向有功、反向有功、电流、电压等；孤岛装置数据：过流反时限，过电流，限时速断，有压合闸，频率突变，逆功率，低电压，过电压等。 主要算法包括逆变器运行状态诊断The photovoltaic (PV) energy monitoring dataset comprises over 3 million heterogeneous data records collected from 300 monitoring points. Inverter-related data encompasses metrics including power generation, cumulative power output, frequency, current, voltage, active power, and reactive power; meteorological station data covers ambient temperature, dew point, ambient humidity, instantaneous radiation intensity, instantaneous wind direction, and instantaneous wind speed; grid-connected meter data includes forward active power, reverse active power, current, and voltage; islanding protection device data covers inverse-time overcurrent, overcurrent, time-limited instantaneous trip, voltage-activated closing, frequency mutation, reverse power, undervoltage, and overvoltage. The primary algorithms involved focus on the diagnosis of inverter operating states.

搜集汇总

背景与挑战

背景概述

该数据集包含300个监测点位的300多万条光伏能源监测数据，涵盖逆变器、气象站、并网电表和孤岛装置等多种数据类型。主要算法包括逆变器运行状态诊断，适用于分布式光伏智能运维场景。