Localized Fisher discriminant analysis based complex chemical process monitoring - Yu, Jie (AIChE journal, 2011)
Keywords: Algorithms; Applied sciences; Chemical engineering; chemical process monitoring; Classification; Clusters; Construction; Discriminant analysis; Exact sciences and technology; fault detection and classification; Faults; Gaussian mixture model; localized Fisher discriminant analysis; Mathematical models; Monitoring; Monitoring methods; Monitoring systems; Normal distribution; Preserves; Principal components analysis; Safety; stationarity testing; Tennessee Eastman process; USA, Tennessee; chemical process monitoring; localized Fisher discriminant analysis; Sensitivity analysis; Independent component analysis; Extract; stationarity testing; Algorithm; Modeling; Steady state; Gaussian mixture model; fault detection and classification; Surveillance; Tennessee Eastman process; Failure detection; Partial least squares; Principal component analysis