电力设备缺陷等级分类语料集

本数据集为面向电力设备缺陷等级分类领域的高质量虚拟生成语料集，涵盖变压器、高压断路器、隔离开关、高压熔断器、电压互感器、电流互感器、避雷器、电力电缆、开关柜、环网柜、箱变、母线、绝缘子、金具、导线、铁塔、电杆、接地装置、电容器、电抗器等各类电力设备的缺陷描述。每条语料由标题和正文组成，标题长度5-80字，正文长度10-150字，语言风格贴合电力行业实际场景，包括运维检修人员的经验分享、专业技术人员的信息陈述、机构官方说明等多种文风。数据集覆盖设备缺陷的三个等级（严重、中度、轻微），可用于训练电力设备缺陷自动分类模型，辅助智能巡检、缺陷等级自动判定等应用场景。This high-quality synthetically generated corpus dataset is tailored for the field of power equipment defect level classification, covering defect descriptions of various power equipment including transformers, high-voltage circuit breakers, disconnectors, high-voltage fuses, voltage transformers, current transformers, lightning arresters, power cables, switchgear cabinets, ring main units (RMUs), compact substations, busbars, insulators, fittings, conductors, steel towers, concrete poles, grounding devices, capacitors and reactors. Each corpus entry comprises a title and a body, with the title ranging from 5 to 80 characters and the body between 10 and 150 characters. The language style conforms to actual scenarios in the power industry, encompassing multiple writing styles such as experience sharing by operation and maintenance personnel, information statements by professional technicians, and official institutional explanations. The dataset covers three severity levels of equipment defects: severe, moderate and minor, and can be used to train automatic classification models for power equipment defects to support application scenarios including intelligent inspection and automatic defect level determination.

搜集汇总

背景与挑战

背景概述

该数据集是一个面向电力设备缺陷等级分类的高质量虚拟生成语料集，涵盖变压器、断路器等多种设备的缺陷描述，每条语料由标题和正文组成，语言风格贴合电力行业实际。数据集覆盖严重、中度和轻微三个缺陷等级，可用于训练自动分类模型，辅助智能巡检和缺陷判定等应用场景。