分布式光伏智能态势感知故障案例数据集

分布式光伏智能态势感知故障案例数据集涉及的两部分内容：光伏板缺陷检测数据集主要是用于光伏板缺陷目标检测用到的数据集，分为训练、测试、验证三部分，训练集包含1951条数据，测试集包含57条数据，验证集包含92条数据；光伏设备运行态势感知数据集主要81条数据，分为四类故障，用于分布式光伏逆变器故障辨识任务。The distributed photovoltaic intelligent situation awareness fault case dataset includes two components. The first is the photovoltaic panel defect detection dataset, which is designed for photovoltaic panel defect object detection tasks. It is split into three subsets: the training set with 1951 samples, the test set with 57 samples, and the validation set with 92 samples. The second component is the photovoltaic equipment operation situation awareness dataset, which consists of 81 samples covering four types of faults, and is utilized for distributed photovoltaic inverter fault identification tasks.

搜集汇总

背景与挑战

背景概述

该数据集专注于分布式光伏智能态势感知故障案例，包含两部分：一是光伏板缺陷检测数据集，用于目标检测任务，涵盖训练集1951条、测试集57条和验证集92条数据；二是光伏设备运行态势感知数据集，包含81条数据，涉及四类故障，适用于分布式光伏逆变器的故障辨识。