Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks
The results of neural network modeling of average heat transfer in the channels of exchangers with surface enhancer of different shapes are presented. Artificial neural networks are trained using experimental data, which covers more than ten sources. The possibility and prospects of building artific...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2019-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/50/e3sconf_ses18_03007.pdf |
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doaj-de8ea0cf94ea448eb32fed29b2a580812021-04-02T12:07:12ZengEDP SciencesE3S Web of Conferences2267-12422019-01-011240300710.1051/e3sconf/201912403007e3sconf_ses18_03007Intellectual modeling of surface heat-exchange enhancer based on artificial neural networksGilfanov K. K.0Shakirov R. A.1Kazan State Power Engineering UniversityKazan State Power Engineering UniversityThe results of neural network modeling of average heat transfer in the channels of exchangers with surface enhancer of different shapes are presented. Artificial neural networks are trained using experimental data, which covers more than ten sources. The possibility and prospects of building artificial neural networks for modeling the characteristics of heat exchange surfaces are shown.https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/50/e3sconf_ses18_03007.pdf |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Gilfanov K. K. Shakirov R. A. |
| spellingShingle |
Gilfanov K. K. Shakirov R. A. Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks E3S Web of Conferences |
| author_facet |
Gilfanov K. K. Shakirov R. A. |
| author_sort |
Gilfanov K. K. |
| title |
Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks |
| title_short |
Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks |
| title_full |
Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks |
| title_fullStr |
Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks |
| title_full_unstemmed |
Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks |
| title_sort |
intellectual modeling of surface heat-exchange enhancer based on artificial neural networks |
| publisher |
EDP Sciences |
| series |
E3S Web of Conferences |
| issn |
2267-1242 |
| publishDate |
2019-01-01 |
| description |
The results of neural network modeling of average heat transfer in the channels of exchangers with surface enhancer of different shapes are presented. Artificial neural networks are trained using experimental data, which covers more than ten sources. The possibility and prospects of building artificial neural networks for modeling the characteristics of heat exchange surfaces are shown. |
| url |
https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/50/e3sconf_ses18_03007.pdf |
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AT gilfanovkk intellectualmodelingofsurfaceheatexchangeenhancerbasedonartificialneuralnetworks AT shakirovra intellectualmodelingofsurfaceheatexchangeenhancerbasedonartificialneuralnetworks |
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