SCOPUS 정보 검색 플랫폼

Journal of Chemometrics

Volumn 19, Issue 5-7, 2005, Pages 301-307

Multilevel component analysis and multilevel PLS of chemical process data

(2) De Noord, Onno E a Theobald, Eugene H b

a SHELL RESEARCH AND TECHNOLOGY CENTRE (Netherlands)

b Westhollow Technology Center (United States)

Author keywords

Dynamic process variation; Multilevel data analysis; PCA; PLS; Process monitoring

Indexed keywords

CATALYST DEACTIVATION; LEAST SQUARES APPROXIMATIONS; MULTIVARIANT ANALYSIS; PROCESS MONITORING;

DYNAMIC PROCESS; DYNAMIC PROCESS VARIATION; MULTILEVEL COMPONENT ANALYSIS; MULTILEVEL DATA; MULTILEVEL DATA ANALYSE; MULTILEVELS; PARTIAL LEAST-SQUARES; PRINCIPAL-COMPONENT ANALYSIS; PROCESS DATA; PROCESS VARIATION;

PRINCIPAL COMPONENT ANALYSIS;

EID: 32444439227 PISSN: 08869383 EISSN: 1099128X Source Type: Journal
DOI: 10.1002/cem.933 Document Type: Article

Times cited : (46)

References (14)

1
- 0026108818
- Multivariate statistical monitoring of process operating performance
- Kresta JV, MacGregor JF, Marlin TE. Multivariate statistical monitoring of process operating performance. Can. J. Chem. Eng. 1991; 69: 35-47.
- (1991) Can. J. Chem. Eng. , vol.69 , pp. 35-47
- Kresta, J.V.¹ MacGregor, J.F.² Marlin, T.E.³

2
- 0025514444
- A theoretical basis for the use of principal components models for monitoring multivariate processes
- Wise BM, Ricker NL, Veitkamp DJ, Kowalski BR. A theoretical basis for the use of principal components models for monitoring multivariate processes. Process Control Qual. 1990; 1: 41-51.
- (1990) Process Control Qual. , vol.1 , pp. 41-51
- Wise, B.M.¹ Ricker, N.L.² Veitkamp, D.J.³ Kowalski, B.R.⁴

3
- 0028905904
- Process analysis, monitoring and diagnosis, using multivariate projection methods
- Kourti T, MacGregor JF. Process analysis, monitoring and diagnosis, using multivariate projection methods. Chemometrics Intell. Lab. Syst. 1995; 28: 3-21.
- (1995) Chemometrics Intell. Lab. Syst. , vol.28 , pp. 3-21
- Kourti, T.¹ MacGregor, J.F.²

4
- 0028483476
- Monitoring batch processes using multiway principal component analysis
- Nomikos P, MacGregor JF. Monitoring batch processes using multiway principal component analysis. AIChE J. 1994; 40: 1361-1375.
- (1994) AIChE J. , vol.40 , pp. 1361-1375
- Nomikos, P.¹ MacGregor, J.F.²

5
- 0032517828
- Modelling and diagnostics of batch processes and analogous kinetic experiments
- Wold S, Kettaneh-Wold N, Friden H, Holmberg A. Modelling and diagnostics of batch processes and analogous kinetic experiments. Chemometrics Intell. Lab. Syst. 1998; 44: 331-340.
- (1998) Chemometrics Intell. Lab. Syst. , vol.44 , pp. 331-340
- Wold, S.¹ Kettaneh-Wold, N.² Friden, H.³ Holmberg, A.⁴

6
- 0033404122
- Monitoring a PVC batch process with multivariate statistical process control charts
- Tates AA, Louwerse DJ, Smilde AK, Koot GLM, Berndt H. Monitoring a PVC batch process with multivariate statistical process control charts. Ind. Eng. Chem. Res. 1999; 38: 4769-4776.
- (1999) Ind. Eng. Chem. Res. , vol.38 , pp. 4769-4776
- Tates, A.A.¹ Louwerse, D.J.² Smilde, A.K.³ Koot, G.L.M.⁴ Berndt, H.⁵

7
- 0003373430
- Two generalizations of the common principal component model
- Flury BK. Two generalizations of the common principal component model. Biometrika 1987; 74: 59-69.
- (1987) Biometrika , vol.74 , pp. 59-69
- Flury, B.K.¹

8
- 0010825465
- Simultaneous components analysis
- Ten Berge JMF, Kiers HAL, Van der Stel V. Simultaneous components analysis. Statistica Applicata 1992; 4: 377-392.
- (1992) Statistica Applicata , vol.4 , pp. 377-392
- Ten Berge, J.M.F.¹ Kiers, H.A.L.² Van Der Stel, V.³

9
- 85004788265
- Hierarchical relations between methods for simultaneous component analysis and a technique for rotation to a simple simultaneous structure
- Kiers HAL, Ten Berge JMF. Hierarchical relations between methods for simultaneous component analysis and a technique for rotation to a simple simultaneous structure. Brit. J. Mathemat. Statist. Psychol. 1994; 47: 109-126.
- (1994) Brit. J. Mathemat. Statist. Psychol. , vol.47 , pp. 109-126
- Kiers, H.A.L.¹ Ten Berge, J.M.F.²

10
- 0035255106
- Performance monitoring of a multi-product semi-batch process
- Lane S, Martin EB, Kooijmans R, Morris AJ. Performance monitoring of a multi-product semi-batch process. J. Process Contr. 2001; 11: 1-11.
- (2001) J. Process Contr. , vol.11 , pp. 1-11
- Lane, S.¹ Martin, E.B.² Kooijmans, R.³ Morris, A.J.⁴

11
- 0037795677
- Four simultaneous component models for the analysis of multivariate time series for more than one subject to model intraindividual and interindividual differences
- Timmerman ME, Kiers HAL. Four simultaneous component models for the analysis of multivariate time series for more than one subject to model intraindividual and interindividual differences. Psychometrika 2003; 86: 105-122.
- (2003) Psychometrika , vol.86 , pp. 105-122
- Timmerman, M.E.¹ Kiers, H.A.L.²

12
- 85159500590
- Multilevel component analysis
- in press
- Timmerman ME. Multilevel component analysis. Brit. J. Mathemat. Statist. Psychol.; in press.
- Brit. J. Mathemat. Statist. Psychol.
- Timmerman, M.E.¹

13
- 13444304210
- Multilevel component analysis of time-resolved metabolic fingerprinting data
- Jansen JJ, Hoefsloot HCJ, Van der Greef J, Timmerman ME, Smilde AK. Multilevel component analysis of time-resolved metabolic fingerprinting data. Anal. Chim. Acta 2005; 530: 173-183.
- (2005) Anal. Chim. Acta , vol.530 , pp. 173-183
- Jansen, J.J.¹ Hoefsloot, H.C.J.² Van Der Greef, J.³ Timmerman, M.E.⁴ Smilde, A.K.⁵

14
- 0027530250
- SIMPLS: An alternative approach to partial least squares regression
- De Jong S. SIMPLS: an alternative approach to partial least squares regression. Chemometrics Intell. Lab. Syst. 1993; 18: 251-263.
- (1993) Chemometrics Intell. Lab. Syst. , vol.18 , pp. 251-263
- De Jong, S.¹

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.