Chinese Journal of Ship Research, Volume. 19, Issue 2, 207(2024)

Edge computing-based distributed control architecture for large-scale active vibration isolation system in ships

Wan XU1, Shitao ZHANG1, Ruidong XIA1, and Song LIU2
Author Affiliations
  • 1School of Mechanical Engineering, Hubei University of Technology, Wuhan 430068, China
  • 2National Key Laboratory on Ship Vibration and Noise, Naval University of Engineering , Wuhan 430033, China
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    Figures & Tables(15)
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    • Table 1. Hardware and software environment of experimental platform

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      Table 1. Hardware and software environment of experimental platform

      节点类型硬件环境软件环境
      管理节点16 GB RAM, 12 Intel CPU Core 2.5 GHz, X86Ubuntu, KubeEdge, Kubernetes
      训练节点256 GB RAM,24 Intel CPU Core 2.5 GHz, X86,Nvidia RTX3080Ubuntu, KubeEdge
      工作节点11 GB RAM,4 CPU Core 1.2 GHz, ARMv7Ubuntu, KubeEdge
      工作节点216 GB RAM,12 Intel CPU Core 2.5 GHz,X86Ubuntu, KubeEdge
      工作节点38 GB RAM,4 Intel CPU Core 2.4 GHz,X86Ubuntu, KubeEdge
    • Table 2. Experimental results of two types of vibration isolation system

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      Table 2. Experimental results of two types of vibration isolation system

      实验项目传统隔振系统基于边缘计算的隔振系统
      网络断开停止正常
      故障重启异常正常
      节点宕机停止正常
      计算过载异常正常
      时钟同步偏差1 ms<1 μs
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    Wan XU, Shitao ZHANG, Ruidong XIA, Song LIU. Edge computing-based distributed control architecture for large-scale active vibration isolation system in ships[J]. Chinese Journal of Ship Research, 2024, 19(2): 207

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    Paper Information

    Category: Marine Machinery, Electrical Equipment and Automation

    Received: Dec. 27, 2022

    Accepted: --

    Published Online: Mar. 18, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03231

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