Prediction of airblast loads in complex environments using artificial neural networks

WIT Transactions on the Built Environment

Volumn 87, Issue , 2006, Pages 269-278

  Remennikov, A M ^a   Mendis, P A ^b  

^a UNIVERSITY OF WOLLONGONG   (Australia)

^b UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Blast loads; Explosion; Neural networks; Numerical simulation; Urban environment

Indexed keywords

COMPUTATIONAL FLUID DYNAMICS; COMPUTER SIMULATION; DETONATION; MATHEMATICAL MODELS; NEURAL NETWORKS; ROADS AND STREETS;

AIRBLAST LOADS; BLAST BARRIERS; BLAST LOADS; URBAN ENVIRONMENT;

LOADS (FORCES);

ARTIFICIAL NEURAL NETWORK; BLASTING; COMPUTATIONAL FLUID DYNAMICS; CONFERENCE PROCEEDING; EXPLOSION; LOADING; NUMERICAL MODEL; PREDICTION; REAL TIME; URBAN AREA;

EID: 36148956189     PISSN: 17433509     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2495/SU060271     Document Type: Conference Paper

References (8)

1. Century Dynamics, AUTODYN-2D & 3D Version 6.0 User Documentation, 2005.
2. Rose TA. Air3D User's Guide. 7.0: RMCS, Cranfield University, UK; 2003.
3. Dayhoff JE. Neural network architectures: an introduction. New York: Van Nostrand Reinhold, 1990.
4. Rose TA, Smith PD., Influence of the principal geometrical parameters of straight city streets on positive and negative phase blast wave impulses. International Journal of Impact Engineering, 27, pp. 359-376, 2002.
5. th International Conference on Structures Under Shock and Impact, Greece, pp. 73-82, 2004.
6. th Australasian Conference on the Mechanics of Structures and Materials (ACMSM), Perth, pp. 969-974, 2004.
7. Remennikov, A.M. and Rose, T.A., Modelling blast loads on buildings in complex city geometries, International Journal of Computers and Structures, 83, pp. 2197-2205, 2005.
8. NeuroShell 2, Release 4.0, 2000. User's manual. Ward Systems Group Inc., Frederick, MD.