TANG Guizhong, ZHANG Guangming, GONG Jianming. A new method for fault diagnosis of condenser vacuum based on fuzzy rough set and case-based reasoning[J]. CIESC Journal, 2011, (8): 2227-2231.
TANG Guizhong, ZHANG Guangming, GONG Jianming. A new method for fault diagnosis of condenser vacuum based on fuzzy rough set and case-based reasoning[J]. CIESC Journal, 2011, (8): 2227-2231.DOI:
Due to complexity and uncertainty of condenser fault diagnosis
a new method for fault diagnosis of condenser vacuum based on fuzzy rough set and case-based reasoning was presented.By analyzing the characteristics of condenser vacuum fault diagnosis
a fault tree was built.Weight membership was used to retrieval radical nodes of fault tree
and leaf nodes were retrieved by nearest neighbor algorithm.Considering many fault features and their relativity
fuzzy rough set was used in feature reduction and weight allocation to extract main features
reduce non-linear relationship between features and avoid human’s subjectivity influence on weight allocation.Simulating of turbo condenser fault data proved that the method is effective.