Key-performance-indicators-related fault subspace extraction for the reconstruction-based fault diagnosis
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DOI: 10.1016/j.measurement.2021.110119
Abstract: Abstract As a typical data-driven technology, projection to latent structure (PLS) has been successfully applied in the quality-related fault diagnosis. However, the oblique decomposition induced by PLS results in redundant component in fault subspace, which… read more here.
Keywords: related fault; fault; fault subspace; fault diagnosis ... See more keywords
Extraction of Reduced Fault Subspace Based on KDICA and Its Application in Fault Diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3150589
Abstract: Independent component analysis (ICA) is a commonly used non-Gaussian process fault diagnosis method. A fault detection algorithm of kernel dynamic ICA (KDICA) has been proposed for the non-Gaussian process with dynamic and nonlinear characteristics. However,… read more here.
Keywords: fault diagnosis; fault; fault subspace; reduced fault ... See more keywords