Optimization of Dome Shape for Filament Wound Pressure Vessels Using Data-Driven Evolutionary Algorithms
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21220%2F23%3A00363884" target="_blank" >RIV/68407700:21220/23:00363884 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1080/10426914.2023.2187823" target="_blank" >https://doi.org/10.1080/10426914.2023.2187823</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1080/10426914.2023.2187823" target="_blank" >10.1080/10426914.2023.2187823</a>
Alternative languages
Result language
angličtina
Original language name
Optimization of Dome Shape for Filament Wound Pressure Vessels Using Data-Driven Evolutionary Algorithms
Original language description
Filament wound glass/epoxy and carbon/epoxy pressure vessels were designed using a data-driven evolutionary approach along with a classical mechanics-based analysis. Analytical solutions for three known end domes (a spherical shell, a geodesic-isotensoid shell and a shell based on minimizing of the Tsai-Hill’s criterion) and end dome based on Hoffman’s criterion were used to create surrogate models through two different evolutionary optimization algorithms: Evolutionary Neural Net (EvoNN) and Bi-objective Genetic Programming (BioGP) and bi-objective evolutionary optimization studies were carried out using them. Composite pressure vessels are manufactured by means of filament (helical) winding. The stresses in the end domes were evaluated analytically and compared with each other. Hoffman strength criterion was chosen for the evaluation of the critical areas of the shells. Moreover, the best dome shape for given material and polar hole/equator ratio was selected for various types of failure, i.e., a loss of tightness/leakage, the failure of the fibers, damage pressure and the depth of the end dome.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20302 - Applied mechanics
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Materials and Manufacturing Processes
ISSN
1042-6914
e-ISSN
1532-2475
Volume of the periodical
38
Issue of the periodical within the volume
15
Country of publishing house
GB - UNITED KINGDOM
Number of pages
12
Pages from-to
1899-1910
UT code for WoS article
000945643500001
EID of the result in the Scopus database
2-s2.0-85150501184