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
Pages
13
From page
7895
To page
7907
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
Serial Year
2012
Journal title
Expert Systems with Applications
Record number
2352027
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