2021
DOI: 10.3390/fire4040093
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Thermal–Mechanical Coupling Evaluation of the Panel Performance of a Prefabricated Cabin-Type Substation Based on Machine Learning

Abstract: The panel performance of a prefabricated cabin-type substation under the impact of fires plays a vital role in the normal operation of the substation. However, current evaluations of the panel performance of substations under fire still focus on fire resistance tests, which seldom consider the relationship between fire behavior and the mechanical load of the panel under the impact of fires. Aiming at the complex and uncertain relationship between the thermal and mechanical performance of the substation panel u… Show more

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Cited by 4 publications
(1 citation statement)
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“…Currently, there are works aimed at modeling heat transfer in a structure using a neural network approach [39,40]. Additionally, in modeling heat transfer, not only can an individual structural element, but also an entire building be considered an idealized object [41].…”
Section: Heat Transfer In Enclosure Constructionmentioning
confidence: 99%
“…Currently, there are works aimed at modeling heat transfer in a structure using a neural network approach [39,40]. Additionally, in modeling heat transfer, not only can an individual structural element, but also an entire building be considered an idealized object [41].…”
Section: Heat Transfer In Enclosure Constructionmentioning
confidence: 99%