Diagnosis of Stiction-Related Actuator Problems

Control valves are the most commonly used actuators or final control elements in the process industries. Many surveys indicate that about 20–30 % of all control loops oscillate due to valve problems caused by valve nonlinearities, such as stiction, hysteresis, dead-band or dead-zone. Many control loops in process plants perform poorly due to valve static friction (stiction) as one of the most common equipment problems. Valve stiction in control loops causes oscillations in form of limit cycles. This phenomenon increases variability in product quality, accelerates equipment wear, or leads to control system instability. This chapter is devoted to the illustration of the actuator stiction effect on control-loop performance and to a review of the most important techniques for automatic stiction detection, to be incorporated in performance monitoring. A basic oscillation diagnosis procedure is then proposed.

[1]  Henrik Manum,et al.  Closed Loop Performance Monitoring: Automatic Diagnosis of Valve Stiction by means of a Technique based on Shape Analysis Formalism , 2006 .

[2]  Romeo Ortega,et al.  An adaptive friction compensator for global tracking in robot manipulators , 1998 .

[3]  Fredrik Gustafsson,et al.  A segmentation‐based method for detection of stiction in control valves , 2003 .

[4]  S. Qin,et al.  A Curve Fitting Method for Detecting Valve Stiction in Oscillating Control Loops , 2007 .

[5]  Nina F. Thornhill,et al.  Diagnosis of poor control-loop performance using higher-order statistics , 2004, Autom..

[6]  Manabu Kano,et al.  Practical Model and Detection Algorithm for Valve Stiction , 2004 .

[7]  Raghunathan Rengaswamy,et al.  Control loop performance assessment. 1. A qualitative approach for stiction diagnosis , 2005 .

[8]  Timothy I. Salsbury Control performance assessment for building automation systems , 2006 .

[9]  Alexander Horch A simple method for detection of stiction in control valves , 1999 .

[10]  Sirish L. Shah,et al.  Modelling valve stiction , 2005 .

[11]  Nina F. Thornhill,et al.  Detection of multiple oscillations in control loops , 2003 .

[12]  Yoshiyuki Yamashita An automatic method for detection of valve stiction in process control loops , 2006 .

[13]  Henrik Olsson,et al.  Control Systems with Friction , 1996 .

[14]  Mohieddine Jelali,et al.  Hydraulic Servo-systems: Modelling, Identification and Control , 2012 .

[15]  W. L. Bialkowski Dreams versus reality: a view from both sides of the gap: manufacturing excellence with come only through engineering excellence , 1993 .

[16]  Raghunathan Rengaswamy,et al.  A syntactic pattern-recognition approach for process monitoring and fault diagnosis , 1995 .

[17]  Nina F. Thornhill,et al.  Diagnosis of Process Nonlinearities and Valve Stiction: Data Driven Approaches , 2008 .

[18]  G. K. Mcmillan Improve control valve response , 1995 .

[19]  Nina F. Thornhill,et al.  A simple test to confirm control valve stiction , 2005 .

[20]  Nina F. Thornhill,et al.  CONTROLLER PERFORMANCE ASSESSMENT IN SET POINT TRACKING AND REGULATORY CONTROL , 2003 .

[21]  Ashish Singhal,et al.  A simple method for detecting valve stiction in oscillating control loops , 2005 .

[22]  Nina F. Thornhill,et al.  Diagnosis of plant-wide oscillation through data-driven analysis and process understanding , 2003 .

[23]  Carlos Canudas de Wit,et al.  Friction Models and Friction Compensation , 1998, Eur. J. Control.

[24]  Damien Uduehi,et al.  Process Control Performance Assessment , 2007 .

[25]  Raghunathan Rengaswamy,et al.  Control Loop Performance Assessment. 2. Hammerstein Model Approach for Stiction Diagnosis , 2005 .

[26]  Carlos Canudas de Wit,et al.  A survey of models, analysis tools and compensation methods for the control of machines with friction , 1994, Autom..

[27]  Alf Isaksson,et al.  A Method for Detection of Stiction in Control Valves , 1998 .

[28]  Alexander Horch Benchmarking Control Loops with Oscillations and Stiction , 2007 .

[29]  Thomas F. Edgar,et al.  Process Dynamics and Control , 1989 .

[30]  John W. Cox,et al.  A practical approach for large-scale controller performance assessment, diagnosis, and improvement , 2003 .

[31]  Nina F. Thornhill,et al.  Automatic detection and quantification of stiction in control valves , 2006 .

[32]  Dean Karnopp,et al.  Computer simulation of stick-slip friction in mechanical dynamic systems , 1985 .

[33]  Claudio Scali,et al.  A comparison of techniques for automatic detection of stiction: simulation and application to industrial data , 2005 .