摘要
船舶营运数据通常具有多源且异构的特点,为实现数据集成应用,降低实施成本,通过对大数据平台技术进行研究,提出一套适用于船舶远程运维的大数据平台架构。利用岸端大数据平台的存储和计算资源进行数据关联分析和信息融合,在系统功能分层结构的设计框架下向用户提供应用软件服务,以适应不同船型的运维管理需求。在某散货船上应用该系统,从船舶装备运行和能源消耗管理等方面给出各纬度的运营报告和可视化展示,为航运企业的船舶远程运维数字化管理提供参考。
Ship operation data is multi-source and heterogeneous.In order to realize data integration and reduce implementation costs,a set of big data platform architecture suitable for ship remote operation and maintenance is proposed based on the big data platform technology.Under the design framework of hierarchical system functions,application software services are provided for users to adapt to the needs of different ship types on operation and maintenance management by using the storage and computing resources of the shore-side big data platform on data association analysis and information fusion.Its application on a bulk ship provides operational reports and visualization display of equipment operation and energy consumption management on various latitudes,which provides reference for the digital management of ship remote operation and maintenance of shipping enterprises.
作者
李弘
黄滔
李文荣
LI Hong;HUANG Tao;LI Wenrong(Shanghai Marine Diesel Engine Research Institute,Shanghai 201108,China)
出处
《船舶与海洋工程》
2023年第6期56-61,共6页
Naval Architecture and Ocean Engineering
关键词
大数据平台
信息融合
船舶远程运维
big data platform
information fusion
ship remote operation and maintenance
