i-pIDtune: An interactive tool for integrated system identification and PID control

Abstract This paper describes i-pIDtune, an interactive software tool that integrates system identification and PID controller design. The tool supports experimental design and execution under plant-friendly conditions, high-order ARX estimation, and control-relevant model reduction leading to models that comply with the IMC-PID tuning rules. All these stages are depicted simultaneously and interactively in one screen. Thus, i-pIDtune allows to display both open- and closed-loop responses of the estimated models and important control-relevant validation criteria, what enables the user to readily assess how design variable choices, control performance requirements and model error can impact the achievable closed-loop performance from a restricted complexity model estimated under noisy conditions.

[1]  Daniel E. Rivera,et al.  pIDtune TM : A Graphical Package for Integrated System Identification and PID Controller Design , 2000 .

[2]  Michel Gevers,et al.  Identification for control , 1996 .

[3]  M. Morari,et al.  Internal model control: PID controller design , 1986 .

[4]  M. Berenguel,et al.  Interactive learning modules for PID control [Lecture Notes] , 2008, IEEE Control Systems.

[5]  Aidan O'Dwyer,et al.  Handbook of PI and PID controller tuning rules , 2003 .

[6]  Sebastián Dormido-Bencomo,et al.  Control learning: present and future , 2004, Annu. Rev. Control..

[7]  Tore Hägglund,et al.  Advanced PID Control , 2005 .

[8]  M. Morari,et al.  Control-relevant model reduction problems for SISO H2, H∞, and μ-controller synthesis , 1987 .

[9]  Derek P. Atherton,et al.  PID controller tuning , 1999 .

[10]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[11]  Daniel E. Rivera,et al.  Internal Model Control , 2010, Encyclopedia of Machine Learning.

[12]  M. Berenguel,et al.  Interactive teaching of constrained generalized predictive control , 2005, IEEE Control Systems.

[13]  James C. Hung,et al.  Internal Model Control , 2011, Control and Mechatronics.

[14]  C. Sanathanan,et al.  Transfer function synthesis as a ratio of two complex polynomials , 1963 .

[15]  Daniel E. Rivera,et al.  Control-relevant prefiltering: a systematic design approach and case study , 1992 .

[16]  Daniel E. Rivera,et al.  An integrated identification and control design methodology for multivariable process system applications , 2000 .

[17]  Yves Piguet,et al.  Interactive Learning Modules for PID Control , 2006 .

[18]  Evanghelos Zafiriou,et al.  Robust process control , 1987 .

[19]  José Luis Guzmán,et al.  ITSIE: An Interactive Software Tool for System Identification Education , 2009 .