Title :
Comparison of multi-objective optimization methods for PI controllers tuning
Author :
José D. Rojas;Diana Valverde-Méndez;Víctor M. Alfaro;Orlando Arrieta;Ramon Vilanova
Author_Institution :
Escuela de Ingenierí
Abstract :
In this work, an analysis of multi-objective optimization methods for PI controllers tuning is presented using the Pareto front concept. A new multi-objective method is proposed to find an evenly spaced Pareto frontier which, at the same time, gives the user an idea of the degradation of one of the objective functions. The results are analyzed from a control theory perspective, which include the comparison with classical PI tuning methods.
Keywords :
"Tuning","Linear programming","Optimization methods","Algorithm design and analysis","Control systems","Robustness"
Conference_Titel :
Emerging Technologies & Factory Automation (ETFA), 2015 IEEE 20th Conference on
DOI :
10.1109/ETFA.2015.7301410