A simplified approach for predicting fire resistance of reinforced concrete columns under biaxial bending

2012 ◽  
Vol 41 ◽  
pp. 428-443 ◽  
Author(s):  
Venkatesh Kodur ◽  
Nikhil Raut
Keyword(s):  
Reinforced Concrete ◽  
Fire Resistance ◽  
Concrete Columns ◽  
Biaxial Bending ◽  
Reinforced Concrete Columns ◽  
Simplified Approach

scholarly journals Determination of Fire Resistance of Eccentrically Loaded Reinforced Concrete Columns Using Fuzzy Neural Networks

Complexity ◽  
2018 ◽  
Vol 2018 ◽  
pp. 1-12 ◽  
Author(s):  
Marijana Lazarevska ◽  
Ana Trombeva Gavriloska ◽  
Mirjana Laban ◽  
Milos Knezevic ◽  
Meri Cvetkovska
Keyword(s):  
Neural Networks ◽  
Reinforced Concrete ◽  
Fire Resistance ◽  
Concrete Columns ◽  
Fuzzy Neural Networks ◽  
Prognostic Models ◽  
Modern Trend ◽  
Reinforced Concrete Columns ◽  
Interdisciplinary Field ◽  
Fuzzy Neural

Artificial neural networks, in interaction with fuzzy logic, genetic algorithms, and fuzzy neural networks, represent an example of a modern interdisciplinary field, especially when it comes to solving certain types of engineering problems that could not be solved using traditional modeling methods and statistical methods. They represent a modern trend in practical developments within the prognostic modeling field and, with acceptable limitations, enjoy a generally recognized perspective for application in construction. Results obtained from numerical analysis, which includes analysis of the behavior of reinforced concrete elements and linear structures exposed to actions of standard fire, were used for the development of a prognostic model with the application of fuzzy neural networks. As fire resistance directly affects the functionality and safety of structures, the significance which new methods and computational tools have on enabling quick, easy, and simple prognosis of the same is quite clear. This paper will consider the application of fuzzy neural networks by creating prognostic models for determining fire resistance of eccentrically loaded reinforced concrete columns.

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