复杂系统多故障诊断的混合智能方法

I. Fliss, M. Tagina
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引用次数: 1

摘要

在复杂的系统中,故障的存在会造成严重的破坏,甚至产生致命的情况。因此,对这些系统的行为进行适当和及时的诊断对于检测最终故障的存在并隔离其原因至关重要。在此背景下,本文提出了一种新的复杂系统多故障智能诊断方法。该方法将文化算法优化的模糊系统与因果推理相结合。正在进行的实验主要集中在三油箱液压系统的仿真上,这是诊断领域的一个基准。
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Hybrid intelligent approach to diagnose multiple faults in complex systems
The presence of faults in complex systems can cause serious damage and even generate fatal situations. Proper and timely diagnosis of behavior of such systems is then crucial to detect the presence of eventual faults and isolate their causes. In this context, this paper describes a new intelligent approach to diagnose multiple faults in complex systems. This approach is based on the combination of a fuzzy system optimized by cultural algorithm and causal reasoning. The ongoing experiments focus on a simulation of the three-tank hydraulic system, a benchmark in the diagnosis domain.
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