摘要
针对现有提升机监测系统仅限于现场就地监测,部分故障很难被及时发现并处理的问题,提出了基于物联网的提升机群远程监测与智能故障诊断系统设计方案。该系统利用分布式实时中间件技术传输系统运行数据,实现了异步网络环境下分布式进程间的交互通信,从而实现了矿井提升机群的网络化监测;建立了网络化的矿井提升机交互式智能故障诊断体系架构,实现了提升机故障诊断交互式推理,优化了提升机故障诊断的方法,提高了故障诊断效率。
In view of problems that existing hoist monitoring system is limited to on-site monitoring, part of the faults are difficult to detect and deal timely, a design scheme of remote monitoring and intelligent fault diagnosis system for hoist group based on Internet of Things was proposed. The system uses distributed real-time middleware technology for data transmission of operating system to achieve interactive communication between distributed interprocesses under asynchronous network environment, so as to realize networked monitoring for mine hoist group. It establishes architecture of interactive intelligent fault diagnosis for networked mine hoist to achieve interactive inference for hoist fault diagnosis, optimizes hoist fault diagnosis methods, and improves efficiency of fault diagnosis.
出处
《工矿自动化》
北大核心
2013年第11期106-109,共4页
Journal Of Mine Automation
关键词
提升机群
远程监测
智能故障诊断
物联网
M2M网关
多源异构数据交换与融合
故障语
义知识库
hoist group
remote monitoring
intelligent fault diagnosis
Internet of Things
M2M gateway
multi-source heterogeneous data exchange and fusion
failure semantic knowledge base
