Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance - Jelali, Mohieddine (Springer, 2013)
Introduction -- Assessment Based on Minimum Variance Principles -- User-specified Benchmarking -- Advanced Control Performance Assessment -- Deterministic Controller Assessment -- Minimum Variance Assessment of Multivariable Control Systems -- Selection of Key Factors and Parameters in Assessment Algorithms -- Statistical Process Control -- Detection of Oscillating Control Loops -- Detection of Loop Non-linearities -- Diagnosis of Stiction-related Actuator Problems -- Complete Oscillation Diagnosis Based on Hammerstein Modelling -- Performance Monitoring and Improvement Strategies -- Controller Auto-Tuning Based on Control Performance Monitoring -- Industrial CPM Technology and Applications -- Performance Monitoring of Metal Processing Control Systems -- Basic Signal Processing and Statistics -- Higher-order Statistics -- Control Loops from Different Industries