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铁路IT装备智能化清查与监测技术研究

Intelligent inventory checking and monitoring technology for railway IT equipment

  • 摘要: 针对铁路信息机房信息技术(IT,Information Technology)装备管理依赖人工清查、效率低且易出现账实不符等问题,研究提出一种融合射频识别(RFID,Radio Frequency Identification)、智能物联网与计算机视觉的多技术协同解决方案,设计并实现铁路IT装备资产监测系统,阐述其架构与功能,采用分层智能物联网感知技术与计算机视觉辅助的异常图像检测技术,进行覆盖IT装备全生命周期的清查与监测一体化管理。在铁路数据中心机房的实际应用结果表明,该系统显著提升IT装备清查与监测管理的效率和准确性,降低人工成本与环境故障风险,有效地保障了铁路信息机房IT装备管理的安全性与精细化水平。

     

    Abstract: To address prominent issues in Information Technology (IT) equipment management of railway information computer rooms, including heavy reliance on manual inventory checking with low efficiency and mismatches between account records and physical on-site assets, this paper proposed a multi-technology collaborative solution integrating Radio Frequency Identification (RFID), intelligent Internet of Things (IoT) and computer vision. The paper designed and constructed a dedicated asset monitoring and management system for railway computer room IT equipment and elaborated on its overall architecture and core functions. By adopting hierarchical IoT sensing technology and computer vision-enabled abnormal image identification technology, the paper established an integrated management and control system covering full-life-cycle inventory checking and real-time monitoring of IT equipment. Field tests in a railway data center computer room verify that the solution substantially improves the operational efficiency and data accuracy of IT asset inventory and online monitoring, reduces manual maintenance workloads and potential risks of environmental anomalies and equipment failures, and provides reliable support for safe and refined operation and maintenance of IT equipment in railway information computer rooms.

     

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