Title of article :
Multiobjective evolutionary algorithms for multivariable PI controller design
Author/Authors :
Reynoso-Meza، نويسنده , , Gilberto and Sanchis، نويسنده , , Javier and Blasco، نويسنده , , Xavier and Herrero، نويسنده , , Juan M.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
A multiobjective optimisation engineering design (MOED) methodology for PI controller tuning in multivariable processes is presented. The MOED procedure is a natural approach for facing multiobjective problems where several requirements and specifications need to be fulfilled. An algorithm based on the differential evolution technique and spherical pruning is used for this purpose. To evaluate the methodology, a multivariable control benchmark is used. The obtained results validate the MOED procedure as a practical and useful technique for parametric controller tuning in multivariable processes.
Keywords :
PID tuning , Controller tuning , Multiobjective evolutionary optimisation , Multiobjective optimisation , Decision Making
Journal title :
Expert Systems with Applications
Journal title :
Expert Systems with Applications