By conducting in-depth analysis of the fault classification and location of mine hoists,an intelligent maintenance system was established with the aim of improving the operational efficiency and safety of mine hoists.In terms of fault classification,advanced detection data collection,feature extraction and selection,as well as classification model establishment methods were adopted.In terms of the application of positioning technology,an effective installation scheme for positioning sensors was designed,innovative positioning algorithms were proposed,and a fault localization model was constructed.Finally,an intelligent maintenance system was proposed,including an intelligent diagnostic platform,predictive maintenance strategy,remote monitoring and control system,and emphasis was placed on data security and privacy protection.The research can provide a comprehensive and feasible solution for the maintenance of mine hoists.
关键词
矿井提升机/故障分类/智能维护系统
Key words
mine hoist/fault classification/intelligent maintenance system
维普
万方数据