山东煤炭科技2025，Vol.43Issue(3)：89-92,97,5.DOI:10.3969/j.issn.1005-2801.2025.03.018
带式输送机滚筒故障智能化实时监测系统的设计
Design of Intelligent Real time Monitoring System for Belt Conveyor Drum Faults
卢春锋1
作者信息
- 1. 山西潞安化工集团能源事业部,山西 长治 046000
- 折叠
摘要
Abstract
Aiming at the shortcomings of the monitoring method for belt conveyor drum faults in Yuwu Mine,a real-time detection system for drum faults is designed combined with intelligent algorithms.Through methods such as support vector machine(SVM),artificial neural network(ANN),random forest and so on,real-time analysis and fault diagnosis are conducted on the data collected from sensors such as vibration,temperature,rotational speed and others.The application results show that this system has real-time monitoring,alarm and automatic response functions,and can respond to faults within 0.8 seconds with an accuracy rate of 81.9%.The research results can provide efficient solutions for industrial equipment faults detection and lay the foundation for intelligentization management of similar equipments.关键词
带式输送机/滚筒故障检测/系统设计Key words
belt conveyor/drum faults detection/system design分类
矿业与冶金引用本文复制引用
卢春锋..带式输送机滚筒故障智能化实时监测系统的设计[J].山东煤炭科技,2025,43(3):89-92,97,5.
