Detail výsledku

Evolution Assisted Flight Control System Design

CHUDÝ, P.; VLK, J.; DITTRICH, P. Evolution Assisted Flight Control System Design. In Proceedings of 32nd Digital Avionics Systems Conference. Syracuse, NY: IEEE Computer Society, 2013. p. 1-9. ISBN: 978-1-4799-1536-1.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Chudý Peter, doc. Ing., Ph.D., MBA, UPGM (FIT)
Vlk Jan, Ing., Ph.D., UPGM (FIT)
Dittrich Petr, Ing., Ph.D., UPGM (FIT)
Abstrakt

An evolution driven controller design approach has beenapplied to a rigid body aircraft model of a lightsport aircraft. The model comprises inertial, aerodynamic and flightdynamics related elements with the controller architecture based on ClassicalControl Theory. The evolution driven concept has played a significant role inthe optimization of the proposed controller structure by providing tunedcontroller parameters, which meet the designed fitness function criteriaimposed through the optimization problem formulation. The proposed fitnessfunction combines significant controller stability evaluation conditions into asingle abstraction. The use of a robust optimization framework based on thegenetic algorithms has allowed the suggested form of multi-criteriaoptimization definition. The suitability of the evolutionary optimization hasbeen successfully tested on a model with rigid body aircraft dynamics.Time-domain simulation results have shown the compliance of the tunedcontroller performance with its anticipated behavior.

Klíčová slova

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

URL
Rok
2013
Strany
1–9
Sborník
Proceedings of 32nd Digital Avionics Systems Conference
Konference
32nd Digital Avionics Systems Conference
ISBN
978-1-4799-1536-1
Vydavatel
IEEE Computer Society
Místo
Syracuse, NY
DOI
EID Scopus
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"
}
Projekty
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, zahájení: 2011-01-01, ukončení: 2015-12-31, ukončen
Chytrý autopilot, TAČR, Program aplikovaného výzkumu a experimentálního vývoje ALFA, TA01010678, zahájení: 2011-01-01, ukončení: 2013-12-31, ukončen
Pracoviště
Nahoru