Estimating the temperature on the reinforcing bars of composite slabs under fire conditions

Balsa, Carlos; Piloto, Paulo A.G.

http://hdl.handle.net/10198/27321

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Authors

Balsa, Carlos

Piloto, Paulo A.G.

Abstract(s)

A three-dimensional computational model based on finite elements was developed to evaluate the thermal behaviour of composite slabs with steel deck exposed to a standard fire. The resulting numerical temperatures are then used to obtain a new analytical method, which is an alternative to the simplified method provided by the standard, to accurately determine the temperatures at the reinforcing bars (rebar). The fitting of the analytical model to the numerical data was done by solving a linear least squares problem using the singular value decomposition. The resulting formula fits very well the numerical data, allowing to make predictions of the temperature in the rebar with an approximation error equal to zero and an estimating error at least 77% lower than that obtained with the proposal included in the standard.

Keywords

Transient heat transfer problem Computational simulation Concrete-steel slab Fire rating Least squares method Singular value decomposition

URI

http://hdl.handle.net/10198/27321

Citation

Balsa, Carlos; Piloto, Paulo A.G. (2022). Estimating the temperature on the reinforcing bars of composite slabs under fire conditions. In 21st EPIA Conference on Artificial Intelligence, EPIA 2022. Lisbon