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Volumn 29, Issue , 2011, Pages 793-797

A theoretically rigorous approach to soft sensor development using Principal Components Analysis

Author keywords

Data reconciliation; Principal components; Soft sensor

Indexed keywords


EID: 79958849327     PISSN: 15707946     EISSN: None     Source Type: Book Series    
DOI: 10.1016/B978-0-444-53711-9.50159-0     Document Type: Book
Times cited : (4)

References (7)
  • 1
    • 67349089877 scopus 로고    scopus 로고
    • Data-driven Soft Sensors in the process industry
    • Kadlec P., Gadrys B., Strandt S. Data-driven Soft Sensors in the process industry. Comput Chem Eng 2009, 33:795-814.
    • (2009) Comput Chem Eng , vol.33 , pp. 795-814
    • Kadlec, P.1    Gadrys, B.2    Strandt, S.3
  • 2
    • 0001681052 scopus 로고
    • The collinearity problem in linear regression, the partial least squares (PLS) approach to generalized inverses
    • Wold S., Ruhe A., Wold H., Dunn W.J. The collinearity problem in linear regression, the partial least squares (PLS) approach to generalized inverses. SIAM J Sei Stat Comp 1984, 5:735-743.
    • (1984) SIAM J Sei Stat Comp , vol.5 , pp. 735-743
    • Wold, S.1    Ruhe, A.2    Wold, H.3    Dunn, W.J.4
  • 3
    • 35648957812 scopus 로고    scopus 로고
    • Model identification and error covariance matrix estimation from noisy data using PCA
    • Narasimhan S., Shah S.L. Model identification and error covariance matrix estimation from noisy data using PCA. Control Engineering Practice 2008, 16:146-155.
    • (2008) Control Engineering Practice , vol.16 , pp. 146-155
    • Narasimhan, S.1    Shah, S.L.2
  • 4
    • 0000745168 scopus 로고    scopus 로고
    • Maximum Likelihood multivariate calibration
    • Wentzell P.D., Andrews D.T. Maximum Likelihood multivariate calibration. Anal Chem 1997, 69:2299-2311.
    • (1997) Anal Chem , vol.69 , pp. 2299-2311
    • Wentzell, P.D.1    Andrews, D.T.2
  • 5
    • 23044465317 scopus 로고    scopus 로고
    • Partial Least Squares, Beer's Law and the net analyte signal: Statistical Modeling and Analysis
    • Nadler B., Coifman R.R. Partial Least Squares, Beer's Law and the net analyte signal: Statistical Modeling and Analysis. J Chemom 2005, 19:45-54.
    • (2005) J Chemom , vol.19 , pp. 45-54
    • Nadler, B.1    Coifman, R.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.