风电设备监测数据

本数据集包含了连续十五天的设备监测数据，涵盖了风力发电塔筒、叶片、电力铁塔、高低压开关柜等多种电力设备的检测记录。每天的数据包括51个检测编号，每个编号对应一项具体的检测项目，如壁厚、长度、焊缝长度、绝缘电阻等，涉及单位包括毫米、米、欧姆、千伏等。 数据特征上，每项检测均记录了实测值、标准值以及偏差值（实测值与标准值的差），同时给出了合格率和合格判定。This dataset contains 15 consecutive days of equipment monitoring data, covering detection records of various power equipment such as wind turbine towers, blades, electric power transmission towers, high-voltage and low-voltage switchgear, and other related devices. Each day's dataset comprises 51 detection identification numbers, with each number corresponding to a specific testing item including wall thickness, length, weld length, insulation resistance, and more. The units involved in the testing include millimeter (mm), meter (m), ohm (Ω), kilovolt (kV), among others. Regarding data characteristics, each test entry records the measured value, standard value, and deviation value (defined as the difference between the measured value and the standard value), along with the qualified rate and qualification determination result.

搜集汇总

背景与挑战

背景概述

风电设备监测数据包含15天的电力设备检测记录，涵盖多种设备类型和检测项目，数据特征包括实测值、标准值和偏差值，适用于电力行业的设备检测、运维和质量控制。