FireDOC Search

Author
Lee, E. W. M. | Yuen, R. K. K. | Lo, S. M. | Lam, K. C. | Yeoh, G. H.
Title
Novel Artificial Neural Network Fire Model for Prediction of Thermal Interface Location in Single Compartment Fire.
Coporate
City University of Hong Kong, People's Republic of China Australian Nuclear Science and Technology Organisation, PMB 1, Menai NSW 2234, Australia
Journal
Fire Safety Journal, Vol. 39, No. 1, 67-87, February 2004
Keywords
compartment fires | neural networks | fire models | equations | thermal interface | temperature profile
Identifiers
artificial neural network (ANN) model, denoted as GRNNFA; variables in Steckler's experiment; prediction results by FDS on the first 10 cases of the Steckler's experiment (average of difference approx. 0.187 m); prediction results by GRNNFA and FDS on the five unseen cases; architecture of the GRNNFA model