海洋疏浚工程多源数据融合全流程智能管理系统设计与实现*
DOI:
CSTR:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

基金项目:

国家重点研发计划项目(2021YFF0704005)


Design and implementation of full-process intelligent management system for multi-source data fusion in marine dredging engineering
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    针对海洋疏浚作业中数据源分散、信号断联致定位缺失、人工判断带来的合规风险及工程量核算滞后等问题,开展了主从协同数据融合、电子围栏导航及动态工程量核算等关键技术的研究,采用“感知-传输-服务-应用”四层架构,集成船舶监控、自动识别系统、视频、地理空间以及水文气象等多源数据,开发出全流程智能管理系统,通过主从协同机制达成定位数据的连续输出,利用双层电子围栏与优化射线法实现区域的毫秒级判断,基于舱容利用率模型实现工程量的每日自动核算,某大型疏浚工程应用表明:系统处理182.69万条数据,支撑27条船舶实现零事故、零违规作业,核算周期从按月核算缩短至每日核算,区域判断响应缩短至0.3 s内,该研究为海洋疏浚企业数字化转型提供了可落地的技术方案,对提升行业安全规范水平与施工效率具有实践价值。

    Abstract:

    Addressing challenges in marine dredging,such as dispersed data sources,positioning gaps from signal disconnection,compliance risks from manual judgment,and delayed quantity calculations,this study investigates key technologies including master-slave collaborative data fusion,electronic fence navigation,and dynamic quantity calculation technologies.Adopting a four-layer architecture of “perception-transmission-service-application”,it integrates multi-source data,such as vessel monitoring,automatic identification system, video,geospatial,and meteorological data,and develops a full-process intelligent management system.The system achieves continuous output of positioning data through a master-slave collaboration mechanism.Millisecond-level regional judgment is achieved by means of double-layer electronic fences and an optimized ray casting method.Daily automatic accounting of engineering quantity is completed based on the cabin capacity utilization model.The application in a large-scale project shows that the system has processed 1.826 9 million pieces of data,supported 27 vessels to achieve zero-accident and zero-violation operations,shortened the accounting cycle from monthly to daily,and reduced the regional judgment response time to within 0.3 seconds.This research provides a practical technical scheme for the digital transformation of marine dredging enterprises,and has practical significance for improving the industry’s safety standards and construction efficiency.

    参考文献
    相似文献
    引证文献
引用本文

潘雪成,陶兢喆,刘 琳,等.海洋疏浚工程多源数据融合全流程智能管理系统设计与实现*[J].水运工程,2026(7):159-165.

复制
分享
相关视频

文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2026-07-17
  • 出版日期:
文章二维码