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基于无线通信技术的煤矿机电故障检测系统设计

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文章提出一种基于无线通信技术的煤矿机电故障检测系统设计,通过无线传感器网络和机器学习算法实时监测与智能诊断煤矿机电设备.系统采用分层架构,包含感知层、网络层、平台层以及应用层,有效提高了检测的智能化水平和实时性.实验结果表明,系统在能耗、时延以及故障诊断准确率等关键性能指标上表现优异,为煤矿安全生产提供了有力保障.
Design of a Coal Mine Electromechanical Fault Detection System Based on Wireless Communication Technology
This paper introduces a new system for detecting electromechanical faults in coal mines using wireless communication technology.This system uses wireless sensors and smart algorithms to monitor and diagnose problems with the mine's machinery in real-time.It has different layers for sensing,networking,managing data,and applying the information.Tests show that this system is very good at saving energy,responding quickly,and accurately finding faults,which helps keep the coal mine operations safe.

wireless communication technologycoal mine electromechanicalfault detection

孙家琦、程涛、田弘丰、谢抗抗

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兖矿能源集团股份有限公司东滩煤矿,山东邹城 273500

无线通信技术 煤矿机电 故障检测

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(13)