English

Chaotic multi-objective optimization based design of fractional order PI{\lambda}D{\mu} controller in AVR system

Systems and Control 2013-01-08 v2 Neural and Evolutionary Computing

Abstract

In this paper, a fractional order (FO) PI{\lambda}D\mu controller is designed to take care of various contradictory objective functions for an Automatic Voltage Regulator (AVR) system. An improved evolutionary Non-dominated Sorting Genetic Algorithm II (NSGA II), which is augmented with a chaotic map for greater effectiveness, is used for the multi-objective optimization problem. The Pareto fronts showing the trade-off between different design criteria are obtained for the PI{\lambda}D\mu and PID controller. A comparative analysis is done with respect to the standard PID controller to demonstrate the merits and demerits of the fractional order PI{\lambda}D\mu controller.

Cite

@article{arxiv.1205.1765,
  title  = {Chaotic multi-objective optimization based design of fractional order PI{\lambda}D{\mu} controller in AVR system},
  author = {Indranil Pan and Saptarshi Das},
  journal= {arXiv preprint arXiv:1205.1765},
  year   = {2013}
}

Comments

30 pages, 14 figures

R2 v1 2026-06-21T21:00:21.470Z