舰船电子工程2019，Vol.39Issue(12)：183-186,195,5.DOI:10.3969/j.issn.1672-9730.2019.12.044
基于大数据分析的装备故障诊断技术∗
Fault Diagnosis Technology for Equipment Based on Big Data Analytics
郑贵文1
作者信息
- 1. 海军装备部装备项目管理中心 北京 100071
- 折叠
摘要
Abstract
Aiming at the actual demand of complex equipment fault diagnosis,this paper makes the fault intelligent diagnosis technology of a certain type of equipment as research object,analyzes the characteristic of equipment and its fault diagnosis meth?od,utilizes the learning framework of deep neural network,and presents an intelligent diagnosis model which is based on fuzzy rea?son mechanism and deep neural network. The experimental shows that this method improves the fault diagnosis accuracy of naval equipment.关键词
大数据分析/故障诊断/深度神经网络Key words
big data analytics/fault diagnosis/deep neural network分类
信息技术与安全科学引用本文复制引用
郑贵文..基于大数据分析的装备故障诊断技术∗[J].舰船电子工程,2019,39(12):183-186,195,5.
