电子设备故障诊断数据集

1、原始数据采集：基于安徽境内工业场景，用 DT-2025 系列（10 款）专业设备，实测故障设备电压、频率等特征参数。 2、故障信息记录：同步记录故障位置、类型，结合工程师现场诊断，形成对应诊断结果，确保数据真实性。 3、时间范围覆盖：故障发生时间集中于近期，数据时效性强，反映当前电子设备故障特征。1. Raw Data Collection: Collected from industrial scenarios within Anhui Province, characteristic parameters such as voltage and frequency of faulty equipment were measured in-situ using 10 models of the DT-2025 series professional testing devices. 2. Fault Information Recording: Fault location and type were synchronously logged, and combined with on-site diagnoses from engineers, corresponding diagnostic results were generated to ensure the authenticity of the dataset. 3. Time Coverage: The fault occurrence timestamps are concentrated in the recent period, rendering the dataset highly time-sensitive and reflecting the current fault characteristics of electronic equipment.

搜集汇总

背景与挑战

背景概述

该数据集专注于工业电子设备的故障诊断，包含260条记录，每日更新，覆盖设备类型、故障特征参数、位置及诊断结果等关键信息。它适用于故障排查和运维优化场景，为设备故障定位和预防维护提供数据支撑，数据来源为自行生产并经过规范化处理。