Result Details

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.
Type
conference paper
Language
English
Authors
Chudý Peter, doc. Ing., Ph.D., MBA, DCGM (FIT)
Vlk Jan, Ing., Ph.D., DCGM (FIT)
Dittrich Petr, Ing., Ph.D., DCGM (FIT)
Abstract

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.

Keywords

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

URL
Published
2013
Pages
1–9
Proceedings
Proceedings of 32nd Digital Avionics Systems Conference
Conference
32nd Digital Avionics Systems Conference
ISBN
978-1-4799-1536-1
Publisher
IEEE Computer Society
Place
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"
}
Projects
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, start: 2011-01-01, end: 2015-12-31, completed
Smart Autopilot, TAČR, Program aplikovaného výzkumu a experimentálního vývoje ALFA, TA01010678, start: 2011-01-01, end: 2013-12-31, completed
Departments
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