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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
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" }