Design of the Model Predictive Control Education and Application Interface

In this study, an education and application interface was designed for model predictive control (MPC). For this design, MPC Toolbox and MATLAB GUI in the MATLAB software were used. Developed interface includes model predictive control methods, such as single-input single-output, multi-input multi-output, constrained or unconstrained systems. The interface, developed for education of model predictive control methods, was tested in class by the students attending to the Process Dynamic and Control course.

[1]  S. Joe Qin,et al.  A survey of industrial model predictive control technology , 2003 .

[2]  David W. Clarke,et al.  Generalized predictive control - Part I. The basic algorithm , 1987, Autom..

[3]  Alberto Bemporad,et al.  Model Predictive Control Toolbox™ User’s Guide , 2004 .

[4]  Erkan Kaplanoglu Harun Topdal.  A SIMULATOR FOR EDUCATION OF ROBOTICS , 2011 .

[5]  Hiroyuki Takanashi,et al.  Graphical User Interface of System Identification Toolbox for MATLAB , 2010 .

[6]  Ofelia Begovich,et al.  PREDICTIVE CONTROL WITH CONSTRAINTS OF A MULTI-POOL IRRIGATION CANAL PROTOTYPE , 2007 .

[7]  Peter J. Gawthrop,et al.  Continuous-time generalized predictive control (CGPC) , 1990, Autom..

[8]  Ian Postlethwaite,et al.  Multivariable Feedback Control: Analysis and Design , 1996 .

[9]  Daniel C. A. Hillman,et al.  Learner-Interface Interaction in Distance Education: An Extension of Contemporary Models and Strategies for Practitioners , 1994 .

[10]  Eduardo F. Camacho,et al.  Commercial Model Predictive Control Schemes , 2007 .

[11]  Peter J. Gawthrop,et al.  CONTINUOUS-TIME GENERALIZED PREDICTIVE CONTROL (CGPC) , 1990 .

[12]  Cemil Oz,et al.  Effects of the Trajectory Planning on the Model Based Predictive Robotic Manipulator Control , 2003, ISCIS.

[13]  James B. Rawlings,et al.  Tutorial overview of model predictive control , 2000 .

[14]  J. Richalet,et al.  Industrial applications of model based predictive control , 1993, Autom..

[15]  Riccardo Scattolini,et al.  Constrained receding-horizon predictive control , 1991 .

[16]  E. Camacho,et al.  Generalized Predictive Control , 2007 .