首页|基于边缘计算的船舶动力设备振动监测系统设计

基于边缘计算的船舶动力设备振动监测系统设计

Design of Vibration Monitoring System Based on Edge Computing

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振动监测是评估船舶动力设备健康状态的有效手段,针对传统振动监测系统存在的数据量大、数据传输延迟和中央控制器处理能力不足等问题,设计一种基于边缘计算的振动监测系统.该系统通过加入边缘层,实现对设备振动信息的就近采集、预处理、特征值提取和数据筛选,在满足监测系统功能需求的同时,有效消除传统振动监测系统的弊端.实船应用结果显示,在特征值每隔2 s、原始数据每隔10 min保存1次的条件下,使用基于边缘计算的振动监测系统之后,数据量能减少为传统振动监测系统的0.4%,数据采集和处理优势明显.
Vibration monitoring is an effective way to examine the health status of the vessel power equipment.A vibration mo-nitoring system must face the challenge of handling and transmitting tremendous volume of data.Large central controller pro-cessing capacity is necessary if the process is centralized.The concept of edge computing is introduced to relieve the load on the central processor.Edge layers are inserted between data producers and the central processor and let them to complete jobs such as data collection,pre-processing,feature value extraction and upload data filtering locally beside the data producers.A ship vi-bration monitoring system based on this concept is developed and tested on a ship.For the system requirement of saving feature data every 2 s and saving original data every 10 min,the total data volume is found to be 0.4%of that in the system without edge layer design.

edge computingvibration monitoringpower equipmentintelligent engine roomstatus evaluation

栾泳立、董胜利

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上海船舶运输科学研究所有限公司 舰船自动化系统事业部,上海 200135

边缘计算 振动监测 动力设备 智能机舱 状态评估

2024

上海船舶运输科学研究所学报
上海船舶运输科学研究所

上海船舶运输科学研究所学报

影响因子:0.301
ISSN:1674-5949
年,卷(期):2024.47(3)
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