Identification of Water Diffusivity of Inorganic Porous Materials Using Evolutionary Algorithms
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61388980%3A_____%2F16%3A00459747" target="_blank" >RIV/61388980:_____/16:00459747 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21110/16:00300228
Result on the web
<a href="http://dx.doi.org/10.1007/s11242-016-0679-x" target="_blank" >http://dx.doi.org/10.1007/s11242-016-0679-x</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s11242-016-0679-x" target="_blank" >10.1007/s11242-016-0679-x</a>
Alternative languages
Result language
angličtina
Original language name
Identification of Water Diffusivity of Inorganic Porous Materials Using Evolutionary Algorithms
Original language description
Two evolutionary algorithms are introduced as universal approaches for the identification of water transport characteristics of inorganic porous materials in both absorption and desorption phases. At first, genetic algorithm and genetic programming are applied for the inverse analysis of water content profiles measured in an absorption experiment. A comparison of results with the output of the commonly used Boltzmann–Matano approach shows that the calculated diffusivities can reproduce experimental data with a similarly good or even slightly better accuracy. In the second part of investigations, a water desorption experiment is realized for autoclaved aerated concrete, a typical representative of inorganic porous materials used in the construction sector. The genetic algorithm and genetic programming exhibit an excellent performance also in this case. Both approaches can thus be considered as viable, more universal alternatives to the traditional methods.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
CA - Inorganic chemistry
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GBP105%2F12%2FG059" target="_blank" >GBP105/12/G059: Cumulative time dependent processes in building materials and structures</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Transport in Porous Media
ISSN
0169-3913
e-ISSN
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Volume of the periodical
113
Issue of the periodical within the volume
1
Country of publishing house
US - UNITED STATES
Number of pages
16
Pages from-to
51-66
UT code for WoS article
000376117800003
EID of the result in the Scopus database
2-s2.0-84961574388