FEMTC 2024

AI prediction of FDS fire scenarios

Ruggero Poletto - CFD FEA SERVICE S.R.L.

Abstract

Artificial intelligence can be used to make predictions of the results FDS is computing. The AI can predict the fire scenarios on new geometry, new fire locations, varying HRR curves and fire are dimension using a dedicated training which is capable to generate also some time-variations of the data to consider the transient capabilities of FDS.

The presentation includes comparison between some actual FDS analyses and the predictions made by AI.

Presentation

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