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金属矿山 ›› 2025, Vol. 55 ›› Issue (8): 107-112.

• 机电与自动化 • 上一篇    下一篇

基于分布式无线网络的智慧矿山实时数据传输算法

王彦斌1   屈  波1   孙延钊2   刘银兵1   谢巧军   

  1. 1. 国能神东煤炭智能技术中心,陕西 神木 719315;2. 陕西亿杰鑫信息技术有限公司,陕西 西安 710065
  • 出版日期:2025-09-15 发布日期:2025-09-16
  • 通讯作者: 屈  波(1989—),男,工程师。
  • 作者简介:王彦斌(1982—),男,工程师,硕士。
  • 基金资助:
    神东矿区智慧园区关键技术研究与示范工程项目(编号:HT〔2022〕35 号)。 

Real-time Data Transmission Algorithm for Smart Mine Based on Distributed Wireless Network 

WANG Yanbin 1   QU Bo 1   SUN Yanzhao 2   LIU Yinbing 1   XIE Qiaojun 1    

  1. 1. Guoneng Shendong Coal Intelligent Technology Center,Shenmu 719315,China; 2. Shaanxi Yijiexin Information Technology Co. ,Ltd. ,Xi′an 710065,China
  • Online:2025-09-15 Published:2025-09-16
  • Supported by:
     

摘要: 随着智慧矿山建设的不断深入,实时数据传输在矿山安全和生产效率中的重要性愈发凸显。 提出了一 种基于分布式无线网络的智慧矿山实时数据传输算法,旨在解决矿山环境中信号传播受限、干扰严重和节点能耗高 等问题,确保数据传输的稳定性和高效性。 首先,设计了一种分布式无线网络架构,该架构利用多跳通信和自适应路 由协议,实现了在复杂地形中的可靠数据传输;其次,提出了一种能量高效的节点调度算法,以延长传感器节点的工 作寿命。 通过模拟试验和实际部署,对算法模型的传输延迟、数据包丢失率和能耗进行了详细分析表明,数据包丢失 率减少至 1. 2%,并且节点能耗降低了约 30%。 此外,结合实际矿山场景,对算法模型的抗干扰能力和故障恢复机制 进行了分析,验证了所提算法在数据传输速度、稳定性和能耗方面的优势。 

关键词: 智慧矿山  分布式无线网络  实时数据传输  自适应路由协议 

Abstract: With the continuous deepening of smart mine construction,the importance of real-time data transmission in mine safety and production efficiency has become increasingly prominent. A real-time data transmission algorithm for smart mine based on distributed wireless networks is proposed,aiming to solve the problems of limited signal propagation,severe interference,and high node energy consumption in the mine environment,and ensure the stability and efficiency of data transmission. Firstly,a distributed wireless network architecture is designed,which utilizes multi-hop communication and adaptive routing protocols to achieve reliable data transmission in complex terrains. Secondly,an energy-efficient node scheduling algorithm is proposed to extend the working life of sensor nodes. Through simulation experiments and actual deployments,the transmission delay,packet loss rate,and energy consumption of the algorithm model are analyzed in detail,showing that the packet loss rate is reduced to 1. 2%,and the node energy consumption is reduced by approximately 30%. In addition,the anti-interference ability and fault recovery mechanism of the algorithm model are analyzed in combination with actual mine scenarios,verifying the advantages of the proposed algorithm in terms of data transmission speed,stability,and energy efficiency. 

Key words: smart mine,distributed wireless network,real-time data transmission,adaptive routing protocol 

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