云计算在舰船设备远程故障诊断中的应用

Application of cloud computing in remote fault diagnosis of ship equipment

随着现代船舶技术的发展,远程诊断技术逐渐成为船舶诊断系统的主流技术。近年来,船舶设备不断向自动化和智能化方向发展,设备和控制系统日益复杂,如何存储和处理海量的设备监测数据,成为远程诊断技术的重点。云计算利用并行计算、虚拟化、分布式技术提高存储能力和计算效率,在海量数据处理方面具有很大的优势。本文研究云计算在船舶设备远程故障诊断中的应用,以及基于模糊C均值聚类算法的Map/Reduce的故障诊断并行计算模型,最后给出仿真结果。

With the development of ship,remote diagnosis technology has gradually become the mainstream technology of the ship diagnostic system. In recent years,the equipment and control system is becoming more and more complex. How to store and deal with the big data becomes the key point of remote diagnosis technology. Cloud computing has great advantages in big data processing. This paper studied the application of cloud computing in remote fault diagnosis of ship equipment.