메뉴 건너뛰기




Volumn , Issue , 2009, Pages 1342-1347

WWTP diagnosis based on robust principal component analysis

Author keywords

Diagnosis; Environmental engineering; Fault isolation; Robustness; Statistical analysis

Indexed keywords

ACTIVATED SLUDGE; COMBINATORIAL EXPLOSION; EXISTENCE CONDITIONS; FAULT DETECTION AND ISOLATION; FAULT ISOLATION; ITERATIVE REWEIGHTED LEAST SQUARE; MULTIPLE FAULTS; PCA MODEL; ROBUST PCA; ROBUST PRINCIPAL COMPONENT ANALYSIS; SAMPLE MEANS; SENSOR FAULT DETECTION; STRUCTURED RESIDUALS; TRAINING DATA SETS; TWO-STEP ALGORITHMS; VARIANCE-COVARIANCE; VARIANCE-COVARIANCE MATRIX; WASTEWATER TREATMENT PLANTS;

EID: 79960915427     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20090630-4-ES-2003.0292     Document Type: Conference Paper
Times cited : (10)

References (7)
  • 1
    • 34347264414 scopus 로고    scopus 로고
    • Industrial implementation of on-line multivariate quality control
    • DOI 10.1016/j.chemolab.2007.02.005, PII S0169743907000445
    • Leo H. Chiang and Lloyd F. Colegrove. Industrial implementation of on-line multivariate quality control. Chemometrics and Intelligent Laboratory Systems, 88(2):143-153, September 2007. (Pubitemid 47002033)
    • (2007) Chemometrics and Intelligent Laboratory Systems , vol.88 , Issue.2 , pp. 143-153
    • Chiang, L.H.1    Colegrove, L.F.2
  • 2
    • 0032144398 scopus 로고    scopus 로고
    • Subspace approach to multidimensional fault identification and reconstruction
    • R. Dunia and S.J. Qin. A subspace approach to multidimensional fault identification and reconstruction. American Institute of Chemical Engineers Journal, 44 (8):1813-1831, 1998. (Pubitemid 28540264)
    • (1998) AIChE Journal , vol.44 , Issue.8 , pp. 1813-1831
    • Dunia, R.1    Qin, S.J.2
  • 4
    • 33645402336 scopus 로고    scopus 로고
    • An improved pca scheme for sensor fdi: Application to an air quality monitoring network
    • July
    • Mohamed-Faouzi Harkat, Gilles Mourot, and Jose Ragot. An improved pca scheme for sensor fdi: Application to an air quality monitoring network. Journal of Process Control, 16 (6):625-634, July 2006.
    • (2006) Journal of Process Control , vol.16 , Issue.6 , pp. 625-634
    • Harkat, M.-F.1    Mourot, G.2    Ragot, J.3
  • 5
    • 23844486772 scopus 로고    scopus 로고
    • Principal components and orthogonal regression based on robust scales
    • august
    • R. A. Maronna. Principal components and orthogonal regression based on robust scales. Technometrics, 47(3), august 2005.
    • (2005) Technometrics , vol.47 , Issue.3
    • Maronna, R.A.1
  • 6
    • 0033903077 scopus 로고    scopus 로고
    • Determining the number of principal components for best reconstruction
    • DOI 10.1016/S0959-1524(99)00043-8
    • S. Joe Qin and R. Dunia. Determining the number of principal components for best reconstruction. Journal of Process Control, 10:245-250, 2000. (Pubitemid 30556723)
    • (2000) Journal of Process Control , vol.10 , Issue.2 , pp. 245-250
    • Qin, S.J.1    Dunia, R.2
  • 7
    • 0001809110 scopus 로고    scopus 로고
    • A very simple robust estimator of a dispersion matrix
    • February
    • Anne Ruiz-Gazen. A very simple robust estimator of a dispersion matrix. Computational Statistics & Data Analysis, 21 (2):149-162, February 1996.
    • (1996) Computational Statistics & Data Analysis , vol.21 , Issue.2 , pp. 149-162
    • Anne, R.-G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.