The development and application of multivariate statistical techniques in process monitoring has gained substantial interest over the past two decades in academ

This unique text/reference describes in detail the latest advances in unsupervised process monitoring and fault diagnosis with machine learning methods. Abundan

Given their key position in the process control industry, process monitoring techniques have been extensively investigated by industrial practitioners and acade

This open access book assesses the potential of data-driven methods in industrial process monitoring engineering. The process modeling, fault detection, classif