A SWITCHING GAIN CONTROLLER IN DESIGNING OPTIMUM CONSTRAINT CONTROL PROBLEMS BASED ON GENETIC ALGORITHM

  • Osama Ali Awad College of Information Engineering
Keywords: Switching Systems, Gain controller, Switching Controller, GA , SISO

Abstract

This paper introduces an iterative approach for the design of an optimum switching gain controller for a linear time invariant single input/single output (SISO) systems. The controller parameters are determined at different switching instants so as to improve the dynamic characteristics of a closed loop system and satisfy a set of inequalities. The approach is based on solving a constrained parameter optimization problem. Optimization is carried out based on the genetic algorithm (GA) in order to find the optimum number of switching, optimum switching instants and optimum controller parameters vector. All that in the sense of minimizing a certain time based objective function and satisfying a set of parametric and operating constraints. Constraints imposed on the controlled system may be in the form of design specifications and/or performance requirements. The technique is applicable for any controller structure, and gives a set of an optimum parameter values switched at optimum switching instants. Parameter values are function of the system states at these instants. Different systems are examined to show the applicability of the presented approach. 

 

 

Published
2021-05-03
How to Cite
Awad, O. A. (2021). A SWITCHING GAIN CONTROLLER IN DESIGNING OPTIMUM CONSTRAINT CONTROL PROBLEMS BASED ON GENETIC ALGORITHM. Iraqi Journal of Information & Communications Technology, 4(1), 31-44. https://doi.org/10.31987/ijict.4.1.142