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Fault Detection and Diagnosis in Industrial Systems [2001]
- 3
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Introduction
- 15
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Multivariate Statistics
- 27
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Pattern Classification
- 35
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Principal Component Analysis
- 57
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Fisher Discriminant Analysis
- 71
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Partial Least Squares
- 85
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Canonical Variate Analysis
- 103
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Tennessee Eastman Process
- 113
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Application Description
- 121
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Results and Discussion
- 173
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Analytical Methods
- 223
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Knowledge-based Methods