Estimación del tiempo de evacuación ante una emergencia en un centro educativo basado en un enfoque de red neuronal

Abstract:

The estimation of emergency evacuation time in public places becomes a relevant aspect for disaster management. For the pbkp_rediction of evacuation time, an Artificial Neural Network with a Multilayer Perceptron called Back Propagation was used. The feeding data for the Artificial Neural Network were taken from 10 practical evacuation exercises carried out under maximum working conditions to a population of 18,000 occupants of four university campuses of the Technical University of Ambato. After the application of the algorithm in this case study, values over 80% certainty of the real values were checked.

Año de publicación:

2019

Keywords:

Fuente:

google