Document Outline

• Markovian and Non-Markovian Sensitivity Enhancing Transformations for Process Monitoring
• Outline
• Motivation
• Goal
• Static PCA
• Dynamic PCA
• Contribution Plots
• Network-oriented Hotelling’s T2
• Sensitivity Enhancing Transformation
• Network-oriented Hotelling’s T2
• Network-oriented Hotelling’s T2
• Results: CSTR
• Heat Transfer Coefficient
• Heat Transfer Coefficient
• Heat Transfer Coefficient
• Discharge Coefficient
• Discharge Coefficient
• Discharge Coefficient
• Tennessee Eastman Process
• Tennessee Eastman Process
• Tennessee Eastman Process
• Tennessee Eastman Process
• Conclusions
• References
• Acknowledgements