Title :
Evolutionary multi-objective optimization of H∞ controller for inductive power transfer system
Author :
Xin Dai ; Yang Zou ; Yue Sun ; Zhihui Wang ; Chunsen Tang ; Hu, Aiguo Patrick
Author_Institution :
Sch. of Autom., Chongqing Univ., Chongqing, China
Abstract :
Aiming at achieving robust control of an Inductive Power Transfer (IPT) system and based on an H∞ loop-shaping algorithm, this paper proposes a multi-objective optimization framework to ensure an optimal performance. Three objectives and constraints related to the H∞ loop-shaping design and singular structured value are defined to optimize the robust stability and robust performance. A time-domain objective, that is Integral of Time-weighted Squared Error (ITSE), is presented to achieve optimal transient response with low overshoot and zero steady-state error. Then an evolutionary multi-objective algorithm is presented as a computational method to search for a set of non-dominated H∞ loop-shaping controllers automatically. Experimental results verify the optimality of the designed method.
Keywords :
H∞ control; evolutionary computation; inductive power transmission; power transmission control; robust control; time-domain analysis; H∞ loop-shaping algorithm; IPT system; ITSE; evolutionary multiobjective algorithm; inductive power transfer system; integral of time-weighted squared error; multiobjective optimization framework; nondominated H∞ loop-shaping controllers; optimal transient response; robust control; robust stability; singular structured value; steady-state error; time-domain objective; Computational modeling; Mathematical model; Optimization; Robust stability; Robustness; Sociology; Statistics;
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2014 IEEE
Conference_Location :
Pittsburgh, PA
DOI :
10.1109/ECCE.2014.6953488