Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis (eBook, PDF)

Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis (eBook, PDF)

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This book reports recent developments of the multivariate statistical process control (MSPC) methods for industrial process monitoring and fault diagnosis. Specifically, this book gives an overview of recently developed methods in different aspects, namely system-wide process monitoring, quality-related time-varying process monitoring, quality-related dynamic process monitoring, quality-related complex nonlinear process monitoring, and quality-related fault subspace extraction for fault diagnosis, non-Gaussian process monitoring and fault diagnosis, etc. In order to help readers understand and...

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