TY - JOUR
TI - The application of artificial neural networks in the
	identification of damage in beams – numerical and experimental studies
AU - Borowiec, Artur
AU - Ziemiański, Leonard
TI - The application of artificial neural networks in the
	identification of damage in beams – numerical and experimental studies
AB - 
	This paper presents the application of Artificial Neural Networks (ANN) in the identification of damage (location, extent) in simple laboratory beam structure. The assessment of the state of a beams relies on the comparison of the structure eigenfrequencies obtained from the systems with additional masses placed in different nodes without knowledge of the natural frequencies of undamaged structures.
VL - 2012
IS - Mechanics Issue 8-M (22) 2012
PY - 2012
SN - 0011-4561
C1 - 2353-737X
SP - 3
EP - 13
DO - 10.4467/2353737XCT.14.037.1814
UR - https://ejournals.eu/en/journal/czasopismo-techniczne/article/the-application-of-artificial-neural-networks-in-the-identification-of-damage-in-beams-numerical-and-experimental-studies
KW - artificial neural networks
KW - damage identification
KW - modal analysis