Publication detail

Adaptation of Genetic Algorithm to Determine Air Jet Shape of Flow Visualized by Helium Bubbles

ŠŤASTNÝ, J. RICHTER, J.

Original Title

Adaptation of Genetic Algorithm to Determine Air Jet Shape of Flow Visualized by Helium Bubbles

Type

journal article in Web of Science

Language

English

Original Abstract

During the development of ventilation and air conditioning systems, it is important to verify the functionality of the devised system, especially the method by which air fills the space. In this case, an optical visualization method of introducing helium bubbles into the airflow can be used for this function. A special generator produces small bubbles filled with helium. These bubbles are visible particles of airflow, making it possible to determine the shape of such a flow. This article describes the evaluation of flow images visualized by helium bubbles. Bubbles are detected by comparing intensities and subsequently cleaning faulty bubbles. For a convex airflow shape, exact geometric methods are used, and for a more precisely nonconvex shape of airflow, a genetic algorithm is used, in which a sophisticated algorithm of arranging a boundary line from selected points is applied. The algorithm also includes a specific approach of representing individuals in population inclusive of determining their fitness values. Read More: http://ascelibrary.org/doi/abs/10.1061/%28ASCE%29AS.1943-5525.0000650

Keywords

Helium bubble seeding, Spanning tree, Prim-Jarník algorithm, Convex and nonconvex areas, Genetic algorithm

Authors

ŠŤASTNÝ, J.; RICHTER, J.

Released

1. 11. 2016

Publisher

ASCE-AMER SOC CIVIL ENGINEERS, 1801 ALEXANDER BELL DR, RESTON, VA 20191-4400, USA

ISBN

0893-1321

Periodical

JOURNAL OF AEROSPACE ENGINEERING

Year of study

29

Number

6

State

United States of America

Pages from

1

Pages to

14

Pages count

14

URL

http://dx.doi.org/10.1061/(ASCE)AS.1943-5525.0000650

BibTex

@article{BUT128335,
  author="Jiří {Šťastný} and Jan {Richter}",
  title="Adaptation of Genetic Algorithm to Determine Air Jet Shape of Flow Visualized by Helium Bubbles",
  journal="JOURNAL OF AEROSPACE ENGINEERING",
  year="2016",
  volume="29",
  number="6",
  pages="1--14",
  doi="10.1061/(ASCE)AS.1943-5525.0000650",
  issn="0893-1321",
  url="http://dx.doi.org/10.1061/(ASCE)AS.1943-5525.0000650"
}