Detail publikace

Evolution Assisted Flight Control System Design

CHUDÝ, P. VLK, J. DITTRICH, P.

Originální název

Evolution Assisted Flight Control System Design

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

An evolution driven controller design approach has been applied to a rigid body aircraft model of a light sport aircraft. The model comprises inertial, aerodynamic and flight dynamics related elements with the controller architecture based on Classical Control Theory. The evolution driven concept has played a significant role in the optimization of the proposed controller structure by providing tuned controller parameters, which meet the designed fitness function criteria imposed through the optimization problem formulation. The proposed fitness function combines significant controller stability evaluation conditions into a single abstraction. The use of a robust optimization framework based on the genetic algorithms has allowed the suggested form of multi-criteria optimization definition. The suitability of the evolutionary optimization has been successfully tested on a model with rigid body aircraft dynamics. Time-domain simulation results have shown the compliance of the tuned controller performance with its anticipated behavior.

Klíčová slova

Evolution, light sport aircraft, framework, time-domain, control, genetic algrithm.

Autoři

CHUDÝ, P.; VLK, J.; DITTRICH, P.

Rok RIV

2013

Vydáno

14. 9. 2013

Nakladatel

IEEE Computer Society

Místo

Syracuse, NY

ISBN

978-1-4799-1536-1

Kniha

Proceedings of 32nd Digital Avionics Systems Conference

Strany od

1

Strany do

9

Strany počet

9

URL

http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6712641

BibTex

@inproceedings{BUT103566,
  author="Peter {Chudý} and Jan {Vlk} and Petr {Dittrich}",
  title="Evolution Assisted Flight Control System Design",
  booktitle="Proceedings of 32nd Digital Avionics Systems Conference",
  year="2013",
  pages="1--9",
  publisher="IEEE Computer Society",
  address="Syracuse, NY",
  doi="10.1109/DASC.2013.6712641",
  isbn="978-1-4799-1536-1",
  url="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6712641"
}