组合概率信息的复杂动态系统层次故障检诊方法
A Hierarchical Fault Detection and Diagnosis Method with Probability Information for Complex Dynamic Systems
-
摘要: 基于对系统故障的功能性特征的考虑和对子系统模态的精确定义,提出一种构造系统 诊断用的层次模型的方法,并由此提出一种在此模型中层次地推进检诊过程的方法,基本诊断 手段采用de kleer的GDE通用诊断推理机.层次的诊断方式极大地提高了诊断的效率,子系 统模态的适当定义保证了层次间界限分明,消除了诊断算法在不同层次间可能的重复,产生了 简炼的层次间概率传递公式.Abstract: First, a method to construct hierarchical models of a system for fault detection and diagnosis (FDD) is presented, based on consideration of the function feature of faults and accurate definition of the conception of mode. Second, a hierarchical FDD strategy is also presented, which uses the constructed models as fundamental descriptions of the system, and de kleer's general diagnosis engine (GDE) as the fundamental FDD tool. The hierarchical scheme can greatly improve diagnosis efficiency. Accurate definition of mode makes the system's hierarchies clear, prevents the algorithm from redundancy and produces compact probability transmission formulas.
计量
- 文章访问数: 2894
- HTML全文浏览量: 47
- PDF下载量: 1193
- 被引次数: 0