滚动轴承故障诊断实验平台开发及翻转课堂实验实施  

Development of Experimental Platform for Fault Diagnosis of Rolling Bearings and Implementation in Flipped Classroom Experiment

作　　者：代伟[1,2] 杨翊卓 刘江 常俊林 DAI Wei;YANG Yizhuo;LIU Jiang;CHANG Junlin(Artificial Intelligence Research Institute,China University of Mining and Technology,Xuzhou 221116,Jiangsu,China;School of Information and Control Engineering,China University of Mining and Technology,Xuzhou 221116,Jiangsu,China)

机构地区：[1]中国矿业大学人工智能研究院,江苏徐州221116 [2]中国矿业大学信息与控制工程学院,江苏徐州221116

出　　处：《实验室研究与探索》2025年第4期32-36,共5页Research and Exploration In Laboratory

基　　金：江苏省学位与研究生教育教学改革课题项目(JGKT24_C059);全国煤炭行业高等教育研究课题项目(2021MXJG205);中国矿业大学研究生教育教学改革研究与实践重点项目(2023YJSJG003);高等教育数字化转型与教育现代化实验研究课题项目(2024CXJG173)。

摘　　要：为了适应高校本科生课程机械故障诊断学基础及研究生课程智能故障诊断技术的实验教学要求,设计并开发了滚动轴承故障诊断实验平台,包括现场故障诊断、轴承数据处理、算法实验验证等多个模块。应用结果表明,该实验平台操作简单,实现了智能算法便捷验证与工业应用的一体化开发。在此基础上,构建了故障诊断翻转课堂实验模式,为工业智能化方向拔尖创新人才培养提供了良好的实验创新环境。In order to meet the experimental teaching requirements of mechanical fault diagnosis foundation in undergraduate courses and intelligent fault diagnosis technology in graduate courses,an experimental platform for fault diagnosis of rolling bearings is designed and developed in this paper.The platform includes fault diagnosis module,data processing module and algorithm verification module.Experiments show that the experimental platform is simple to operate,and realizes the integrated development of convenient verification of intelligent algorithms and industrial applications.On this basis,a fault diagnosis flipped classroom experiment mode is constructed,which provides an innovative environment for topnotch innovative talents in the direction of industrial intelligence.

关 键 词：故障诊断 实验平台 滚动轴承 翻转课堂实验 

分 类 号：TP273.5[自动化与计算机技术—检测技术与自动化装置]