舰船推进系统集成管理知识挖掘方法研究

摘要

针对舰船推进系统集成管理中的实船训练仿真建模与机械设备状态评估等高级应用对知识的需求，研究知识管理中所需要的知识内容与形式，探索数据挖掘方法在大数据知识获取中的应用模式。以某型推进装置为对象，研究使用数据挖掘技术获取所需集成管理知识的途径，包括聚类算法在推进系统稳态工况基准模式识别中的应用，以及关联算法在状态特征模式识别中的应用等。本文研究为实现基于知识的舰船推进系统集成管理提供了研究基础。%To meet with the knowledge requirements of integrated management advanced applications of marine propulsion system, such as on board training simulation and mechanical equipment condition estimate et al. The type andex-pression of integrated management knowledge are analyzed. Data mining arithmetic is put forward to explore the application mode of knowledge mining and identify the running mode regulation of propulsion system. This research emphasis onclus-tering arithmetic applied to identify the norm value of running mode, associated arithmetic applied to identify thecharacter-istic of running mode. The research in this paper can be a study foundation for knowledge based integrated management of marine propulsion system.