面向复杂装备的信息融合式健康监测分析研究

Research of Analysis on Information Fusion Health Monitoring for Complex Equipment

摘要:

为解决当前复杂装备维修维护与状态监测所面临的问题,提出面向复杂装备的信息融合式健康监测；对复杂装备健康监测需求进行研究,明确针对复杂装备开展健康监测研究的意义；完成装备健康监测概念辨析,明确将信息融合技术引入复杂装备健康监测的意义；对信息融合技术国内外研究现状进行分析,针对信息融合技术的数据级、特征级及决策级,对各层级典型信息融合算法进行概要分析；论文研究为后续进一步深入开展复杂装备信息融合式健康监测研究奠定了良好基础。

Abstract:

In order to solve the current problem of maintenance and condition monitoring for complex equipment, research on information fusion health monitoring of complex equipment has been proposed. Study of complex equipment health monitoring requirements is carried out, and the meaning of health monitoring research for complex equipment is clear. The conception of equipment health monitoring is completed, and the significance of introducing information fusion technology to complex equipment health monitoring is analyzed. The status at home and abroad of information fusion technology research is analyzed. Aiming at the data level, feature level and decision level of information fusion technology, the typical information fusion algorithms for all levels are mainly analyzed. And a good foundation of further research of information fusion health monitoring for complex equipment has been laid.