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AIChE Journal

Volumn 46, Issue 8, 2000, Pages 1556-1565

Dynamic data rectification using the expectation maximization algorithm

(2) Singhal, Ashish a Seborg, Dale E a

a University of California (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FAILURE (MECHANICAL); KALMAN FILTERING; MAXIMUM LIKELIHOOD ESTIMATION; NUMERICAL METHODS; PROBABILITY DISTRIBUTIONS; PROCESS ENGINEERING; SENSORS; SPURIOUS SIGNAL NOISE; STATE SPACE METHODS;

DYNAMIC DATA RECTIFICATION; EXPECTATION MAXIMIZATION ALGORITHM; EXPECTATION MAXIMIZATION ALGORITHMS; FILTER EQUATIONS; LINEAR STATE SPACE MODEL;

PROCESS CONTROL;

ALGORITHM; DATA PROCESSING; ERROR;

ALGORITHM; ARTICLE; CHEMICAL ENGINEERING; DIAGNOSTIC VALUE; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; PROBABILITY; REACTION ANALYSIS; SIMULATION;

EID: 0034253944 PISSN: 00011541 EISSN: None Source Type: Journal
DOI: 10.1002/aic.690460808 Document Type: Article

Times cited : (25)

References (14)

1
- 84981466944
- Expectation-Maximization algorithms and the estimation of time series models in the presence of outliers
- (1993) J. Time Ser. Anal. , vol.14 , pp. 221
- Abraham, B.¹ Chuang, A.²

2
- 0002629270
- Maximum likelihood from incomplete data via the EM algorithm
- (1977) J. Roy. Stat. Soc., Ser. B , vol.39 , pp. 1
- Dempster, A.P.¹ Laird, N.M.² Rubin, D.B.³

3
- 85037945958
- Applied Optimal Estimation, MIT Press, Cambridge, MA
- (1974)
- Gelb, A.¹

4
- 84987425652
- Maximum likelihood data rectification: Steady state systems
- (1995) AIChE J. , vol.41 , pp. 2415
- Johnston, L.P.M.¹ Kramer, M.A.²

5
- 0032026694
- Estimating state probability functions from noisy and corrupted data
- (1998) AIChE J. , vol.44 , pp. 591
- Johnston, L.P.M.¹ Kramer, M.A.²

6
- 4243527066
- Early detection of alarm situations using model predictions
- Proc. IFAC Workshop on On-Line Fault Detection and Supervision in the Chemical Process Industries, Solaize, France
- (1998)
- Juricek, B.C.¹ Seborg, D.E.² Larimore, W.E.³

7
- 0002076202
- New methods in weiner filtering
- Proc. Syrup. on Engineering Applications of Random Function Theory and Probability, Wiley, New York
- (1963)
- Kalman, R.E.¹

8
- 0008162413
- Multivariate Analysis, Academic Press, London
- (1979)
- Mardia, K.V.¹ Kent, J.T.² Bibby, J.M.³

9
- 0030287048
- The Expectation-Maximization algorithm
- (1996) IEEE Signal Process. Mag. , vol.11 , pp. 47
- Moon, T.K.¹

10
- 21844510440
- Robust recursive estimation in the presence of heavy-tailed observation noise
- (1994) Ann. Stat. , vol.22 , pp. 1045
- Schick, I.C.¹ Mitter, S.K.²

11
- 85037946649
- Combining Prior Knowledge and Nonparametric Models of Chemical Processes, PhD Thesis, MIT, Cambridge, MA
- (1996)
- Thompson, M.L.¹

12
- 0029342346
- Detection of gross errors in data reconciliation by principal component analysis
- (1995) AIChE J. , vol.41 , pp. 1712
- Tong, H.¹ Crowe, C.M.²

13
- 0031144408
- Detecting persistent gross errors by sequential analysis of principal components
- (1997) AIChE J. , vol.43 , pp. 1242
- Tong, H.¹ Crowe, C.M.²

14
- 2342533082
- On the convergence properties of the EM algorithm for gaussian mixtures
- (1996) Neural Comput. , vol.8 , pp. 129
- Xu, L.¹ Jordan, M.I.²

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