潜水泵音频故障数据集

本数据集包含了潜水泵在不同运行状态下的音频数据，涵盖了多种故障类型以及正常运行状态。数据集通过在潜水泵周围布置音频采集设备获取，采集时尽可能模拟了各种实际工作环境，以保证数据的多样性和真实性。同时，对采集到的音频数据进行了标注，明确了每个音频样本对应的故障类型或正常状态，以及采集时潜水泵的运行参数等元数据。This dataset contains audio data of submersible pumps under various operating conditions, covering multiple fault types and normal operating states. It was collected by arranging audio acquisition devices around the submersible pumps, and various actual working environments were simulated as much as possible during the acquisition process to ensure the diversity and authenticity of the data. Meanwhile, the collected audio data has been annotated, with clear metadata including the fault type or normal state corresponding to each audio sample, as well as the operating parameters of the submersible pump during collection.

搜集汇总

背景与挑战

背景概述

潜水泵音频故障数据集是一个包含潜水泵在不同运行状态下的音频数据的数据集，涵盖了多种故障类型和正常运行状态，适用于故障诊断、性能监测和产品研发等场景。